diff --git a/arbeit/bibma.bib b/arbeit/bibma.bib index b314dce..988391f 100644 --- a/arbeit/bibma.bib +++ b/arbeit/bibma.bib @@ -202,3 +202,37 @@ url = {http://graphics.uni-bielefeld.de/publications/disclaimer.php?dlurl=vmv15.pdf}, ISBN = {978-3-905674-95-8}, } +@article{hauke2011comparison, + title={Comparison of values of Pearson's and Spearman's correlation coefficients on the same sets of data}, + author={Hauke, Jan and Kossowski, Tomasz}, + journal={Quaestiones geographicae}, + volume={30}, + number={2}, + pages={87}, + year={2011}, + publisher={De Gruyter Open Sp. z oo}, + url={https://www.degruyter.com/downloadpdf/j/quageo.2011.30.issue-2/v10117-011-0021-1/v10117-011-0021-1.pdf}, +} +@article{weir2015spearman, + title={Spearman’s correlation}, + author={Weir, I}, + journal={Retrieved from statstutor}, + year={2015}, + url={http://www.statstutor.ac.uk/resources/uploaded/spearmans.pdf}, +} +@Article{shark08, + author = {Christian Igel and Verena Heidrich-Meisner and Tobias Glasmachers}, + title = {Shark}, + journal = {Journal of Machine Learning Research}, + year = {2008}, + volume = {9}, + pages = {993-996}, + url={http://image.diku.dk/shark/index.html}, +} +@article{hansen2016cma, + title={The CMA evolution strategy: A tutorial}, + author={Hansen, Nikolaus}, + journal={arXiv preprint arXiv:1604.00772}, + year={2016}, + url={https://arxiv.org/abs/1604.00772} +} diff --git a/arbeit/ma.md b/arbeit/ma.md index 82ff22d..fc890f5 100644 --- a/arbeit/ma.md +++ b/arbeit/ma.md @@ -660,7 +660,8 @@ can compute the analytic solution $\vec{p^{*}} = \vec{U^+}\vec{t}$, yielding us the correct gradient in which the evolutionary optimizer should move. ## Procedure: 1D Function Approximation - +\label{sec:proc:1d} + For our setup we first compute the coefficients of the deformation--matrix and use then the formulas for *variability* and *regularity* to get our predictions. Afterwards we solve the problem analytically to get the (normalized) correct @@ -696,6 +697,7 @@ dimension and shrink the distance to the neighbours (the smaller neighbour for $r < 0$, the larger for $r > 0$) by the factor $r$^[Note: On the Edges this displacement is only applied outwards by flipping the sign of $r$, if appropriate.]. +\improvement[inline]{update!! gaussian, not uniform!!} An Example of such a testcase can be seen for a $7 \times 4$--grid in figure \ref{fig:example1d_grid}. @@ -806,20 +808,148 @@ control-points. # Evaluation of Scenarios \label{sec:res} -## Spearman/Pearson--Metriken +To compare our results to the ones given by Richter et al.\cite{anrichterEvol}, +we also use Spearman's rank correlation coefficient. Opposed to other popular +coefficients, like the Pearson correlation coefficient, which measures a linear +relationship between variables, the Spearmans's coefficient assesses \glqq how +well an arbitrary monotonic function can descripbe the relationship between two +variables, without making any assumptions about the frequency distribution of +the variables\grqq\cite{hauke2011comparison}. -- Was ist das? -- Wieso sollte uns das interessieren? -- Wieso reicht Monotonie? -- Haben wir das gezeigt? -- Statistik, Bilder, blah! +As we don't have any prior knowledge if any of the criteria is linear and we are +just interested in a monotonic relation between the criteria and their +predictive power, the Spearman's coefficient seems to fit out scenario best. + +For interpretation of these values we follow the same interpretation used in +\cite{anrichterEvol}, based on \cite{weir2015spearman}: The coefficient +intervals $r_S \in [0,0.2[$, $[0.2,0.4[$, $[0.4,0.6[$, $[0.6,0.8[$, and $[0.8,1]$ are +classified as *very weak*, *weak*, *moderate*, *strong* and *very strong*. We +interpret p--values smaller than $0.1$ as *significant* and cut off the +precision of p--values after four decimal digits (thus often having a p--value +of $0$ given for p--values $< 10^{-4}$). + +As we are looking for anti--correlation (i.e. our criterion should be maximized +indicating a minimal result in --- for example --- the reconstruction--error) +instead of correlation we flip the sign of the correlation--coefficient for +readability and to have the correlation--coefficients be in the +classification--range given above. + +For the evolutionary optimization we employ the CMA--ES (covariance matrix +adaptation evolution strategy) of the shark3.1 library \cite{shark08}, as this +algorithm was used by \cite{anrichterEvol} as well. We leave the parameters at +their sensible defaults as further explained in +\cite[Appendix~A: Table~1]{hansen2016cma}. ## Results of 1D Function Approximation -\begin{figure}[!ht] -\includegraphics[width=\textwidth]{img/evolution1d/20171005-all_appended.png} -\caption{Results 1D} +In the case of our 1D--Optimization--problem, we have the luxury of knowing the +analytical solution to the given problem--set. We use this to experimentally +evaluate the quality criteria we introduced before. As an evolutional +optimization is partially a random process, we use the analytical solution as a +stopping-criteria. We measure the convergence speed as number of iterations the +evolutional algorithm needed to get within $1.05\%$ of the optimal solution. +We used different regular grids that we manipulated as explained in Section +\ref{sec:proc:1d} with a different number of control points. As our grids have +to be the product of two integers, we compared a $5 \times 5$--grid with $25$ +control--points to a $4 \times 7$ and $7 \times 4$--grid with $28$ +control--points. This was done to measure the impact an \glqq improper\grqq +setup could have and how well this is displayed in the criteria we are +examining. + +Additionally we also measured the effect of increasing the total resolution of +the grid by taking a closer look at $5 \times 5$, $7 \times 7$ and $10 \times 10$ grids. + +\begin{figure}[ht] +\centering +\includegraphics[width=0.7\textwidth]{img/evolution1d/variability_boxplot.png} +\caption[1D Fitting Errors for various grids]{The squared error for the various +grids we examined.\newline +Note that $7 \times 4$ and $4 \times 7$ have the same number of control--points.} +\label{fig:1dvar} +\end{figure} + +### Variability + +Variability should characterize the potential for design space exploration and +is defined in terms of the normalized rank of the deformation matrix $\vec{U}$: +$V(\vec{U}) := \frac{\textrm{rank}(\vec{U})}{n}$, whereby $n$ is the number of +vertices. +As all our tested matrices had a constant rank (being $m = x \cdot y$ for a $x \times y$ +grid), we have merely plotted the errors in the boxplot in figure +\ref{fig:1dvar} + +It is also noticeable, that although the $7 \times 4$ and $4 \times 7$ grids +have a higher variability, they perform not better than the $5 \times 5$ grid. +Also the $7 \times 4$ and $4 \times 7$ grids differ distinctly from each other, +although they have the same number of control--points. This is an indication the +impact a proper or improper grid--setup can have. We do not draw scientific +conclusions from these findings, as more research on non-squared grids seem +necessary.\todo{machen wir die noch? :D} + +Leaving the issue of the grid--layout aside we focused on grids having the same +number of prototypes in every dimension. For the $5 \times 5$, $7 \times 7$ and +$10 \times 10$ grids we found a *very strong* correlation ($-r_S = 0.94, p = 0$) +between the variability and the evolutionary error. + +### Regularity + +\begin{table}[bht] +\centering +\begin{tabular}{c|c|c|c|c} +$5 \times 5$ & $7 \times 4$ & $4 \times 7$ & $7 \times 7$ & $10 \times 10$\\ +\hline +$0.28$ ($0.0045$) & \textcolor{red}{$0.21$} ($0.0396$) & \textcolor{red}{$0.1$} ($0.3019$) & \textcolor{red}{$0.01$} ($0.9216$) & \textcolor{red}{$0.01$} ($0.9185$) +\end{tabular} +\caption[Correlation 1D Regularity/Steps]{Spearman's correlation (and p-values) +between regularity and convergence speed for the 1D function approximation +problem.\newline +Not significant entries are marked in red. +} +\label{tab:1dreg} +\end{table} + +\begin{figure}[ht] +\centering +\includegraphics[width=\textwidth]{img/evolution1d/55_to_1010_steps.png} +\caption[Improvement potential and regularity vs. steps]{\newline +Left: Improvement potential against steps until convergence\newline +Right: Regularity against steps until convergence\newline +Coloured by their grid--resolution, both with a linear fit over the whole +dataset.} +\label{fig:1dreg} +\end{figure} + +Regularity should correspond to the convergence speed (measured in +iteration--steps of the evolutionary algorithm), and is computed as inverse +condition number $\kappa(\vec{U})$ of the deformation--matrix. + +As can be seen from table \ref{tab:1dreg}, we could only show a *weak* correlation +in the case of a $5 \times 5$ grid. As we increment the number of +control--points the correlation gets worse until it is completely random in a +single dataset. Taking all presented datasets into account we even get a *strong* +correlation of $- r_S = -0.72, p = 0$, that is opposed to our expectations. + +To explain this discrepancy we took a closer look at what caused these high number +of iterations. In figure \ref{fig:1dreg} we also plotted the +improvement-potential against the steps next to the regularity--plot. Our theory +is that the *very strong* correlation ($-r_S = -0.82, p=0$) between +improvement--potential and number of iterations hints that the employed +algorithm simply takes longer to converge on a better solution (as seen in +figure \ref{fig:1dvar} and \ref{fig:1dimp}) offsetting any gain the regularity--measurement could +achieve. + +### Improvement Potential + +- Alle Spearman 1 und p-value 0. + +\begin{figure}[ht] +\centering +\includegraphics[width=0.8\textwidth]{img/evolution1d/55_to_1010_improvement-vs-evo-error.png} +\caption[Correlation 1D Improvement vs. Error]{Improvement potential plotted +against the error yielded by the evolutionary optimization for different +grid--resolutions} +\label{fig:1dimp} \end{figure} @@ -841,6 +971,11 @@ control-points. \caption{Results 3D for Xx4x4} \end{figure} +\begin{figure}[!ht] +\includegraphics[width=\textwidth]{img/evolution3d/YxYxY_montage.png} +\caption{Results 3D for YxYxY for Y $\in [4,5,6]$} +\end{figure} + @@ -851,7 +986,7 @@ control-points. # Schluss \label{sec:dis} -HAHA .. als ob -.- +- Regularity ist kacke für unser setup. Bessere Vorschläge? EW/EV? \improvement[inline]{Bibliotheksverzeichnis links anpassen. DOI überschreibt Direktlinks des Autors.} diff --git a/arbeit/ma.pdf b/arbeit/ma.pdf index b394efa..9fa5a96 100644 Binary files a/arbeit/ma.pdf and b/arbeit/ma.pdf differ diff --git a/arbeit/ma.tex b/arbeit/ma.tex index 1f48cdb..bf27361 100644 --- a/arbeit/ma.tex +++ b/arbeit/ma.tex @@ -3,7 +3,7 @@ \documentclass[ a4paper, % default 12pt, % default = 11pt -BCOR6mm, % Bindungskorrektur bei Klebebindung 6mm, bei Lochen BCOR8.25mm +BCOR10mm, % Bindungskorrektur bei Klebebindung 6mm, bei Lochen BCOR8.25mm twoside, % default, 2seitig titlepage, % pagesize=auto @@ -31,10 +31,10 @@ xcolor=dvipsnames, %%%%%%%%%%%%%%% Globale Einstellungen %%%%%%%%%%%%%%% \input{settings/commands} \input{settings/environments} -%\setlength{\parindent}{0pt} % kein einzug bei absaetzen -%\setlength{\lineskip}{1ex plus0.5ex minus0.5ex} % dafr abstand zwischen abs�zen (funktioniert noch nicht) +\setlength{\parindent}{0pt} % kein einzug bei absaetzen +\setlength{\parskip}{12pt plus6pt minus2pt} % dafür abstand zwischen absäzen % \renewcommand{\familydefault}{\sfdefault} -\setstretch{1.44} % 1.5-facher zeilenabstand +\setstretch{1.5} % 1.5-facher zeilenabstand %%%%%%%%%%%%%%% Header - Footer %%%%%%%%%%%%%%% % ### Fr 2 Seitig (option twopage): @@ -850,6 +850,8 @@ should move. \section{Procedure: 1D Function Approximation}\label{procedure-1d-function-approximation} +\label{sec:proc:1d} + For our setup we first compute the coefficients of the deformation--matrix and use then the formulas for \emph{variability} and \emph{regularity} to get our predictions. Afterwards we solve the @@ -886,6 +888,7 @@ neighbours (the smaller neighbour for \(r < 0\), the larger for \(r > 0\)) by the factor \(r\)\footnote{Note: On the Edges this displacement is only applied outwards by flipping the sign of \(r\), if appropriate.}. +\improvement[inline]{update!! gaussian, not uniform!!} An Example of such a testcase can be seen for a \(7 \times 4\)--grid in figure \ref{fig:example1d_grid}. @@ -1004,29 +1007,162 @@ predict a suboptimal placement of these control-points. \label{sec:res} -\section{Spearman/Pearson--Metriken}\label{spearmanpearsonmetriken} +To compare our results to the ones given by Richter et +al.\cite{anrichterEvol}, we also use Spearman's rank correlation +coefficient. Opposed to other popular coefficients, like the Pearson +correlation coefficient, which measures a linear relationship between +variables, the Spearmans's coefficient assesses \glqq how well an +arbitrary monotonic function can descripbe the relationship between two +variables, without making any assumptions about the frequency +distribution of the variables\grqq\cite{hauke2011comparison}. -\begin{itemize} -\tightlist -\item - Was ist das? -\item - Wieso sollte uns das interessieren? -\item - Wieso reicht Monotonie? -\item - Haben wir das gezeigt? -\item - Statistik, Bilder, blah! -\end{itemize} +As we don't have any prior knowledge if any of the criteria is linear +and we are just interested in a monotonic relation between the criteria +and their predictive power, the Spearman's coefficient seems to fit out +scenario best. + +For interpretation of these values we follow the same interpretation +used in \cite{anrichterEvol}, based on \cite{weir2015spearman}: The +coefficient intervals \(r_S \in [0,0.2[\), \([0.2,0.4[\), \([0.4,0.6[\), +\([0.6,0.8[\), and \([0.8,1]\) are classified as \emph{very weak}, +\emph{weak}, \emph{moderate}, \emph{strong} and \emph{very strong}. We +interpret p--values smaller than \(0.1\) as \emph{significant} and cut +off the precision of p--values after four decimal digits (thus often +having a p--value of \(0\) given for p--values \(< 10^{-4}\)). + +As we are looking for anti--correlation (i.e.~our criterion should be +maximized indicating a minimal result in --- for example --- the +reconstruction--error) instead of correlation we flip the sign of the +correlation--coefficient for readability and to have the +correlation--coefficients be in the classification--range given above. + +For the evolutionary optimization we employ the CMA--ES (covariance +matrix adaptation evolution strategy) of the shark3.1 library +\cite{shark08}, as this algorithm was used by \cite{anrichterEvol} as +well. We leave the parameters at their sensible defaults as further +explained in \cite[Appendix~A: Table~1]{hansen2016cma}. \section{Results of 1D Function Approximation}\label{results-of-1d-function-approximation} -\begin{figure}[!ht] -\includegraphics[width=\textwidth]{img/evolution1d/20171005-all_appended.png} -\caption{Results 1D} +In the case of our 1D--Optimization--problem, we have the luxury of +knowing the analytical solution to the given problem--set. We use this +to experimentally evaluate the quality criteria we introduced before. As +an evolutional optimization is partially a random process, we use the +analytical solution as a stopping-criteria. We measure the convergence +speed as number of iterations the evolutional algorithm needed to get +within \(1.05\%\) of the optimal solution. +We used different regular grids that we manipulated as explained in +Section \ref{sec:proc:1d} with a different number of control points. As +our grids have to be the product of two integers, we compared a +\(5 \times 5\)--grid with \(25\) control--points to a \(4 \times 7\) and +\(7 \times 4\)--grid with \(28\) control--points. This was done to +measure the impact an \glqq improper\grqq +setup could have and how well this is displayed in the criteria we are +examining. + +Additionally we also measured the effect of increasing the total +resolution of the grid by taking a closer look at \(5 \times 5\), +\(7 \times 7\) and \(10 \times 10\) grids. + +\begin{figure}[ht] +\centering +\includegraphics[width=0.7\textwidth]{img/evolution1d/variability_boxplot.png} +\caption[1D Fitting Errors for various grids]{The squared error for the various +grids we examined.\newline +Note that $7 \times 4$ and $4 \times 7$ have the same number of control--points.} +\label{fig:1dfiterr} +\end{figure} + +\subsection{Variability}\label{variability-1} + +Variability should characterize the potential for design space +exploration and is defined in terms of the normalized rank of the +deformation matrix \(\vec{U}\): +\(V(\vec{U}) := \frac{\textrm{rank}(\vec{U})}{n}\), whereby \(n\) is the +number of vertices. As all our tested matrices had a constant rank +(being \(m = x \cdot y\) for a \(x \times y\) grid), we have merely +plotted the errors in the boxplot in figure \ref{fig:1dfiterr} + +It is also noticeable, that although the \(7 \times 4\) and +\(4 \times 7\) grids have a higher variability, they perform not better +than the \(5 \times 5\) grid. Also the \(7 \times 4\) and \(4 \times 7\) +grids differ distinctly from each other, although they have the same +number of control--points. This is an indication the impact a proper or +improper grid--setup can have. We do not draw scientific conclusions +from these findings, as more research on non-squared grids seem +necessary.\todo{machen wir die noch? :D} + +Leaving the issue of the grid--layout aside we focused on grids having +the same number of prototypes in every dimension. For the +\(5 \times 5\), \(7 \times 7\) and \(10 \times 10\) grids we found a +\emph{very strong} correlation (\(-r_S = 0.94, p = 0\)) between the +variability and the evolutionary error. + +\subsection{Regularity}\label{regularity-1} + +\begin{table}[bht] +\centering +\begin{tabular}{c|c|c|c|c} +$5 \times 5$ & $7 \times 4$ & $4 \times 7$ & $7 \times 7$ & $10 \times 10$\\ +\hline +$0.28$ ($0.0045$) & \textcolor{red}{$0.21$} ($0.0396$) & \textcolor{red}{$0.1$} ($0.3019$) & \textcolor{red}{$0.01$} ($0.9216$) & \textcolor{red}{$0.01$} ($0.9185$) +\end{tabular} +\caption[Correlation 1D Regularity/Steps]{Spearman's correlation (and p-values) +between regularity and convergence speed for the 1D function approximation +problem.\newline +Not significant entries are marked in red. +} +\label{tab:1dreg} +\end{table} + +\begin{figure}[ht] +\centering +\includegraphics[width=\textwidth]{img/evolution1d/55_to_1010_steps.png} +\caption[Improvement potential and regularity vs. steps]{\newline +Left: Improvement potential against steps until convergence\newline +Right: Regularity against steps until convergence\newline +Coloured by their grid--resolution, both with a linear fit over the whole +dataset.} +\label{fig:1dreg} +\end{figure} + +Regularity should correspond to the convergence speed (measured in +iteration--steps of the evolutionary algorithm), and is computed as +inverse condition number \(\kappa(\vec{U})\) of the deformation--matrix. + +As can be seen from table \ref{tab:1dreg}, we could only show a +\emph{weak} correlation in the case of a \(5 \times 5\) grid. As we +increment the number of control--points the correlation gets worse until +it is completely random in a single dataset. Taking all presented +datasets into account we even get a \emph{strong} correlation of +\(- r_S = -0.72, p = 0\), that is opposed to our expectations. + +To explain this discrepancy we took a closer look at what caused these +high number of iterations. In figure \ref{fig:1dreg} we also plotted the +improvement-potential against the steps next to the regularity--plot. +Our theory is that the \emph{very strong} correlation +(\(-r_S = -0.82, p=0\)) between improvement--potential and number of +iterations hints that the employed algorithm simply takes longer to +converge on a better solution (as seen in figure \ref{fig:1dimp}) +offsetting any gain the regularity--measurement could achieve. + +\subsection{Improvement Potential}\label{improvement-potential-1} + +\begin{itemize} +\tightlist +\item + Alle Spearman 1 und p-value 0. +\end{itemize} + +\begin{figure}[ht] +\centering +\includegraphics[width=0.8\textwidth]{img/evolution1d/55_to_1010_improvement-vs-evo-error.png} +\caption[Correlation 1D Improvement vs. Error]{Improvement potential plotted +against the error yielded by the evolutionary optimization for different +grid--resolutions} +\label{fig:1dimp} \end{figure} \section{Results of 3D Function @@ -1042,11 +1178,20 @@ Approximation}\label{results-of-3d-function-approximation} \caption{Results 3D for Xx4x4} \end{figure} +\begin{figure}[!ht] +\includegraphics[width=\textwidth]{img/evolution3d/YxYxY_montage.png} +\caption{Results 3D for YxYxY for Y $\in [4,5,6]$} +\end{figure} + \chapter{Schluss}\label{schluss} \label{sec:dis} -HAHA .. als ob -.- +\begin{itemize} +\tightlist +\item + Regularity ist kacke für unser setup. Bessere Vorschläge? EW/EV? +\end{itemize} \improvement[inline]{Bibliotheksverzeichnis links anpassen. DOI überschreibt Direktlinks des Autors.} diff --git a/arbeit/template.tex b/arbeit/template.tex index 2ca0131..f88f55b 100644 --- a/arbeit/template.tex +++ b/arbeit/template.tex @@ -3,7 +3,7 @@ \documentclass[ a4paper, % default $if(fontsize)$$fontsize$,$endif$ % default = 11pt -BCOR6mm, % Bindungskorrektur bei Klebebindung 6mm, bei Lochen BCOR8.25mm +BCOR10mm, % Bindungskorrektur bei Klebebindung 6mm, bei Lochen BCOR8.25mm twoside, % default, 2seitig titlepage, % pagesize=auto @@ -31,10 +31,10 @@ xcolor=dvipsnames, %%%%%%%%%%%%%%% Globale Einstellungen %%%%%%%%%%%%%%% \input{settings/commands} \input{settings/environments} -%\setlength{\parindent}{0pt} % kein einzug bei absaetzen -%\setlength{\lineskip}{1ex plus0.5ex minus0.5ex} % dafr abstand zwischen abs�zen (funktioniert noch nicht) +\setlength{\parindent}{0pt} % kein einzug bei absaetzen +\setlength{\parskip}{12pt plus6pt minus2pt} % dafür abstand zwischen absäzen % \renewcommand{\familydefault}{\sfdefault} -\setstretch{1.44} % 1.5-facher zeilenabstand +\setstretch{1.5} % 1.5-facher zeilenabstand %%%%%%%%%%%%%%% Header - Footer %%%%%%%%%%%%%%% % ### Fr 2 Seitig (option twopage): diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.error b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.error new file mode 100644 index 0000000..5a4409d --- /dev/null +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.error @@ -0,0 +1,101 @@ +"Evolution error" +207.886 +245.873 +209.253 +236.693 +237.512 +217.347 +206.725 +218.216 +208.831 +199.805 +195.163 +193.258 +181.901 +183.091 +215.233 +210.992 +226.197 +230.55 +201.997 +227.649 +192.577 +221.454 +236.59 +224.637 +201.263 +218.685 +256.401 +228.137 +203.421 +228.677 +239.173 +203.783 +243.217 +204.188 +211.535 +229.573 +225.773 +235.748 +208.659 +220.83 +191.357 +224.938 +216.195 +218.868 +230.63 +186.89 +218.199 +217.047 +223.644 +213.801 +205.631 +210.824 +230.178 +257.369 +243.262 +229.047 +221.493 +177.905 +241.468 +243.443 +233.782 +205.347 +268.384 +230.853 +226.312 +209.55 +233.426 +210.991 +219.415 +260.926 +229.786 +194.888 +193.57 +211.086 +237.989 +217.102 +194.775 +244.384 +211.814 +212.073 +187.619 +205.625 +210.781 +191.55 +178.258 +194.329 +212.217 +200.944 +227.453 +264.972 +202.656 +201.39 +236.882 +214.712 +194.569 +195.513 +262.158 +251.577 +193.849 +224.14 diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.fit.log b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.fit.log index 75670fd..b763604 100644 --- a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.fit.log +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Sun Oct 1 19:59:33 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 2:5 @@ -47,7 +47,7 @@ b -0.996 1.000 ******************************************************************************* -Sun Oct 1 19:59:33 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:5 @@ -93,7 +93,7 @@ bb -1.000 1.000 ******************************************************************************* -Sun Oct 1 19:59:33 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:6 diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.script b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.script index f607525..911b8c6 100644 --- a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.script +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.gnuplot.script @@ -2,19 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20170830-evolution1D_5x5_100Times-added_one_regularity-vs-steps.png" plot "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20170830-evolution1D_5x5_100Times-added_one_improvement-vs-steps.png" plot "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20170830-evolution1D_5x5_100Times-added_one_improvement-vs-evo-error.png" plot "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.spearman b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.spearman new file mode 100644 index 0000000..b39e518 --- /dev/null +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20170830-evolution1D_5x5_100Times-added_one.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.34 +y -0.34 1.00 + +n= 100 + + +P + x y +x 5e-04 +y 5e-04 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-evo-error.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-evo-error.png index dc1c599..e40129a 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-steps.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-steps.png index 51a961b..a746040 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-steps.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_regularity-vs-steps.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_regularity-vs-steps.png index d62feb8..461b8f8 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_regularity-vs-steps.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-added_one_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.error b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.error new file mode 100644 index 0000000..0a3369c --- /dev/null +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.error @@ -0,0 +1,201 @@ +"Evolution error" +192.44 +240.171 +249.883 +197.529 +201.143 +212.978 +187.236 +241.13 +222.511 +256.592 +236.693 +221.694 +224.469 +234.382 +243.433 +194.032 +234.567 +213.401 +201.428 +207.224 +224.585 +221.895 +194.499 +208.589 +215.456 +234.028 +214.716 +241.431 +206.599 +204.769 +204.23 +222.938 +185.355 +218.429 +219.886 +219.696 +203.581 +226.759 +221.819 +236.226 +217.553 +213.564 +195.759 +247.931 +233.713 +234.013 +223.628 +194.983 +226.437 +214.086 +186.419 +196.416 +235.058 +244.587 +255.376 +226.808 +241.372 +225.08 +210.821 +206.672 +201.399 +246.066 +253.875 +259.741 +207.655 +238.654 +213.147 +210.34 +273.684 +200.321 +230.127 +210.898 +224.914 +208.711 +233.241 +203.658 +227.058 +219.89 +212.877 +215.439 +191.017 +170.069 +204.348 +195.049 +207.186 +225.229 +230.466 +212.578 +190.496 +262.382 +215.988 +206.934 +250.737 +205.827 +212.891 +201.034 +212.53 +208.545 +206.327 +199.413 +207.886 +245.873 +209.253 +236.693 +237.512 +217.347 +206.725 +218.216 +208.831 +199.805 +195.163 +193.258 +181.901 +183.091 +215.233 +210.992 +226.197 +230.55 +201.997 +227.649 +192.577 +221.454 +236.59 +224.637 +201.263 +218.685 +256.401 +228.137 +203.421 +228.677 +239.173 +203.783 +243.217 +204.188 +211.535 +229.573 +225.773 +235.748 +208.659 +220.83 +191.357 +224.938 +216.195 +218.868 +230.63 +186.89 +218.199 +217.047 +223.644 +213.801 +205.631 +210.824 +230.178 +257.369 +243.262 +229.047 +221.493 +177.905 +241.468 +243.443 +233.782 +205.347 +268.384 +230.853 +226.312 +209.55 +233.426 +210.991 +219.415 +260.926 +229.786 +194.888 +193.57 +211.086 +237.989 +217.102 +194.775 +244.384 +211.814 +212.073 +187.619 +205.625 +210.781 +191.55 +178.258 +194.329 +212.217 +200.944 +227.453 +264.972 +202.656 +201.39 +236.882 +214.712 +194.569 +195.513 +262.158 +251.577 +193.849 +224.14 diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.fit.log b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.fit.log index 5803f3a..534aa6e 100644 --- a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.fit.log +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Sun Oct 1 20:05:21 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 2:5 @@ -47,7 +47,7 @@ b -0.995 1.000 ******************************************************************************* -Sun Oct 1 20:05:21 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 4:5 @@ -93,7 +93,7 @@ bb -1.000 1.000 ******************************************************************************* -Sun Oct 1 20:05:21 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 4:6 diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.script b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.script index c1f462a..45677c2 100644 --- a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.script +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.gnuplot.script @@ -2,19 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20170830-evolution1D_5x5_100Times-all_regularity-vs-steps.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 2:5 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 2:5 title "20170830-evolution1D_5x5_100Times-added_one.csv", f(x) title "lin. fit" lc rgb "black" +plot "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20170830-evolution1D_5x5_100Times-all_improvement-vs-steps.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:5 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:5 title "20170830-evolution1D_5x5_100Times-added_one.csv", g(x) title "lin. fit" lc rgb "black" +plot "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20170830-evolution1D_5x5_100Times-all_improvement-vs-evo-error.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:6 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:6 title "20170830-evolution1D_5x5_100Times-added_one.csv", h(x) title "lin. fit" lc rgb "black" +plot "20170830-evolution1D_5x5_100Times-all.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.spearman b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.spearman new file mode 100644 index 0000000..664340e --- /dev/null +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20170830-evolution1D_5x5_100Times-all.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 200 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.31 +y -0.31 1.00 + +n= 200 + + +P + x y +x 0 +y 0 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 200 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-evo-error.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-evo-error.png index bfb1f56..c65e1b6 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-steps.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-steps.png index ab197ee..29a132f 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-steps.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_regularity-vs-steps.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_regularity-vs-steps.png index 38693e0..7888b81 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_regularity-vs-steps.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times-all_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.error b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.error new file mode 100644 index 0000000..6397c11 --- /dev/null +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.error @@ -0,0 +1,101 @@ +"Evolution error" +192.44 +240.171 +249.883 +197.529 +201.143 +212.978 +187.236 +241.13 +222.511 +256.592 +236.693 +221.694 +224.469 +234.382 +243.433 +194.032 +234.567 +213.401 +201.428 +207.224 +224.585 +221.895 +194.499 +208.589 +215.456 +234.028 +214.716 +241.431 +206.599 +204.769 +204.23 +222.938 +185.355 +218.429 +219.886 +219.696 +203.581 +226.759 +221.819 +236.226 +217.553 +213.564 +195.759 +247.931 +233.713 +234.013 +223.628 +194.983 +226.437 +214.086 +186.419 +196.416 +235.058 +244.587 +255.376 +226.808 +241.372 +225.08 +210.821 +206.672 +201.399 +246.066 +253.875 +259.741 +207.655 +238.654 +213.147 +210.34 +273.684 +200.321 +230.127 +210.898 +224.914 +208.711 +233.241 +203.658 +227.058 +219.89 +212.877 +215.439 +191.017 +170.069 +204.348 +195.049 +207.186 +225.229 +230.466 +212.578 +190.496 +262.382 +215.988 +206.934 +250.737 +205.827 +212.891 +201.034 +212.53 +208.545 +206.327 +199.413 diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.fit.log index 52015bf..9ea71c2 100644 --- a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.fit.log +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Sun Oct 1 19:58:40 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times.csv" every ::1 using 2:5 @@ -47,7 +47,7 @@ b -0.995 1.000 ******************************************************************************* -Sun Oct 1 19:58:40 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:5 @@ -93,7 +93,7 @@ bb -1.000 1.000 ******************************************************************************* -Sun Oct 1 19:58:40 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:6 diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.script b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.script index 69c7175..3fedc08 100644 --- a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.script +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.gnuplot.script @@ -2,19 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20170830-evolution1D_5x5_100Times.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20170830-evolution1D_5x5_100Times_regularity-vs-steps.png" plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20170830-evolution1D_5x5_100Times_improvement-vs-steps.png" plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20170830-evolution1D_5x5_100Times_improvement-vs-evo-error.png" plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.spearman b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.spearman new file mode 100644 index 0000000..ba08a24 --- /dev/null +++ b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20170830-evolution1D_5x5_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.28 +y -0.28 1.00 + +n= 100 + + +P + x y +x 0.0045 +y 0.0045 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-evo-error.png index f1b4ffb..d663802 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-steps.png index 3199afe..9b6e7f3 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-steps.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_regularity-vs-steps.png index 3173ff0..fbc3c66 100644 Binary files a/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_regularity-vs-steps.png and b/dokumentation/evolution1d/20170830-evolution1D_5x5_100Times_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-all.error b/dokumentation/evolution1d/20171005-all.error new file mode 100644 index 0000000..bccbe04 --- /dev/null +++ b/dokumentation/evolution1d/20171005-all.error @@ -0,0 +1,501 @@ +"Evolution error" +192.44 +240.171 +249.883 +197.529 +201.143 +212.978 +187.236 +241.13 +222.511 +256.592 +236.693 +221.694 +224.469 +234.382 +243.433 +194.032 +234.567 +213.401 +201.428 +207.224 +224.585 +221.895 +194.499 +208.589 +215.456 +234.028 +214.716 +241.431 +206.599 +204.769 +204.23 +222.938 +185.355 +218.429 +219.886 +219.696 +203.581 +226.759 +221.819 +236.226 +217.553 +213.564 +195.759 +247.931 +233.713 +234.013 +223.628 +194.983 +226.437 +214.086 +186.419 +196.416 +235.058 +244.587 +255.376 +226.808 +241.372 +225.08 +210.821 +206.672 +201.399 +246.066 +253.875 +259.741 +207.655 +238.654 +213.147 +210.34 +273.684 +200.321 +230.127 +210.898 +224.914 +208.711 +233.241 +203.658 +227.058 +219.89 +212.877 +215.439 +191.017 +170.069 +204.348 +195.049 +207.186 +225.229 +230.466 +212.578 +190.496 +262.382 +215.988 +206.934 +250.737 +205.827 +212.891 +201.034 +212.53 +208.545 +206.327 +199.413 +207.886 +245.873 +209.253 +236.693 +237.512 +217.347 +206.725 +218.216 +208.831 +199.805 +195.163 +193.258 +181.901 +183.091 +215.233 +210.992 +226.197 +230.55 +201.997 +227.649 +192.577 +221.454 +236.59 +224.637 +201.263 +218.685 +256.401 +228.137 +203.421 +228.677 +239.173 +203.783 +243.217 +204.188 +211.535 +229.573 +225.773 +235.748 +208.659 +220.83 +191.357 +224.938 +216.195 +218.868 +230.63 +186.89 +218.199 +217.047 +223.644 +213.801 +205.631 +210.824 +230.178 +257.369 +243.262 +229.047 +221.493 +177.905 +241.468 +243.443 +233.782 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+126.593 +168.971 +143.838 diff --git a/dokumentation/evolution1d/20171005-all.gnuplot.fit.log b/dokumentation/evolution1d/20171005-all.gnuplot.fit.log index a88c162..39ccb14 100644 --- a/dokumentation/evolution1d/20171005-all.gnuplot.fit.log +++ b/dokumentation/evolution1d/20171005-all.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Thu Oct 5 14:24:23 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-all.csv" every ::1 using 2:5 @@ -10,12 +10,19 @@ FIT: data read from "20171005-all.csv" every ::1 using 2:5 residuals are weighted equally (unit weight) function used for fitting: f(x) - f(x)=a*x+b fitted parameters initialized with current variable values -iter chisq delta/lim lambda a b - 0 2.2819584538e+07 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 4 9.2387072945e+05 -3.77e-04 7.07e-05 5.253352e+02 1.999370e+02 + + + Iteration 0 + WSSR : 2.28196e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707253 + +initial set of free parameter values + +a = 1 +b = 1 After 4 iterations the fit converged. final sum of squares of residuals : 923871 @@ -27,17 +34,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1855.16 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = 525.335 +/- 371.3 (70.69%) b = 199.937 +/- 7.551 (3.777%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.967 1.000 ******************************************************************************* -Thu Oct 5 14:24:23 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-all.csv" every ::1 using 4:5 @@ -46,12 +56,19 @@ FIT: data read from "20171005-all.csv" every ::1 using 4:5 residuals are weighted equally (unit weight) function used for fitting: g(x) - g(x)=aa*x+bb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aa bb - 0 2.2629211027e+07 0.00e+00 9.66e-01 1.000000e+00 1.000000e+00 - 4 8.9631538551e+05 -2.78e-05 9.66e-05 4.610660e+02 -2.189272e+02 + + + Iteration 0 + WSSR : 2.26292e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.96613 + +initial set of free parameter values + +aa = 1 +bb = 1 After 4 iterations the fit converged. final sum of squares of residuals : 896315 @@ -63,17 +80,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1799.83 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 461.066 +/- 110.6 (23.99%) bb = -218.927 +/- 103 (47.04%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 ******************************************************************************* -Thu Oct 5 14:24:23 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-all.csv" every ::1 using 4:6 @@ -82,16 +102,23 @@ FIT: data read from "20171005-all.csv" every ::1 using 4:6 residuals are weighted equally (unit weight) function used for fitting: h(x) - h(x)=aaa*x+bbb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aaa bbb - 0 2.4597834778e+07 0.00e+00 9.66e-01 1.000000e+00 1.000000e+00 - 5 4.4603658393e+01 -1.73e-08 9.66e-06 -3.139922e+03 3.139954e+03 + + + Iteration 0 + WSSR : 2.45978e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.96613 + +initial set of free parameter values + +aaa = 1 +bbb = 1 After 5 iterations the fit converged. final sum of squares of residuals : 44.6037 -rel. change during last iteration : -1.72842e-13 +rel. change during last iteration : -1.73479e-13 degrees of freedom (FIT_NDF) : 498 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.299275 @@ -99,46 +126,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.0895656 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3139.92 +/- 0.7803 (0.02485%) bbb = 3139.95 +/- 0.7265 (0.02314%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 - - -******************************************************************************* -Thu Oct 5 14:24:23 2017 - - -FIT: data read from "20171005-all.csv" every ::1 using 3:6 - format = x:z - #datapoints = 500 - residuals are weighted equally (unit weight) - -function used for fitting: i(x) - i(x)=aaaa*x+bbbb -fitted parameters initialized with current variable values - -iter chisq delta/lim lambda aaaa bbbb - 0 2.4797348325e+07 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 5 6.2575820484e+05 -6.78e-01 7.07e-06 -1.004063e+05 3.554273e+02 - -After 5 iterations the fit converged. -final sum of squares of residuals : 625758 -rel. change during last iteration : -6.77885e-06 - -degrees of freedom (FIT_NDF) : 498 -rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 35.4477 -variance of residuals (reduced chisquare) = WSSR/ndf : 1256.54 - -Final set of parameters Asymptotic Standard Error -======================= ========================== -aaaa = -100406 +/- 3920 (3.904%) -bbbb = 355.427 +/- 5.629 (1.584%) - -correlation matrix of the fit parameters: - aaaa bbbb -aaaa 1.000 -bbbb -0.960 1.000 diff --git a/dokumentation/evolution1d/20171005-all.gnuplot.log b/dokumentation/evolution1d/20171005-all.gnuplot.log index 4d44b1c..843c9f8 100644 --- a/dokumentation/evolution1d/20171005-all.gnuplot.log +++ b/dokumentation/evolution1d/20171005-all.gnuplot.log @@ -1,10 +1,58 @@ -iter chisq delta/lim lambda a b - 0 2.2819584538e+07 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 1 9.2734539506e+05 -2.36e+06 7.07e-02 1.872894e+01 2.096890e+02 - 2 9.2412450892e+05 -3.49e+02 7.07e-03 3.879916e+02 2.026375e+02 - 3 9.2387073294e+05 -2.75e+01 7.07e-04 5.248262e+02 1.999470e+02 - 4 9.2387072945e+05 -3.77e-04 7.07e-05 5.253352e+02 1.999370e+02 -iter chisq delta/lim lambda a b + + + Iteration 0 + WSSR : 2.28196e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707253 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 927345 delta(WSSR)/WSSR : -23.6074 + delta(WSSR) : -2.18922e+07 limit for stopping : 1e-05 + lambda : 0.0707253 + +resultant parameter values + +a = 18.7289 +b = 209.689 +/ + + Iteration 2 + WSSR : 924125 delta(WSSR)/WSSR : -0.00348534 + delta(WSSR) : -3220.89 limit for stopping : 1e-05 + lambda : 0.00707253 + +resultant parameter values + +a = 387.992 +b = 202.637 +/ + + Iteration 3 + WSSR : 923871 delta(WSSR)/WSSR : -0.000274688 + delta(WSSR) : -253.776 limit for stopping : 1e-05 + lambda : 0.000707253 + +resultant parameter values + +a = 524.826 +b = 199.947 +/ + + Iteration 4 + WSSR : 923871 delta(WSSR)/WSSR : -3.77204e-09 + delta(WSSR) : -0.00348488 limit for stopping : 1e-05 + lambda : 7.07253e-05 + +resultant parameter values + +a = 525.335 +b = 199.937 After 4 iterations the fit converged. final sum of squares of residuals : 923871 @@ -16,20 +64,71 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1855.16 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = 525.335 +/- 371.3 (70.69%) b = 199.937 +/- 7.551 (3.777%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.967 1.000 -iter chisq delta/lim lambda aa bb - 0 2.2629211027e+07 0.00e+00 9.66e-01 1.000000e+00 1.000000e+00 - 1 9.1220178149e+05 -2.38e+06 9.66e-02 1.325557e+02 8.671371e+01 - 2 8.9649334140e+05 -1.75e+03 9.66e-03 4.262842e+02 -1.865447e+02 - 3 8.9631538576e+05 -1.99e+01 9.66e-04 4.610248e+02 -2.188888e+02 - 4 8.9631538551e+05 -2.78e-05 9.66e-05 4.610660e+02 -2.189272e+02 -iter chisq delta/lim lambda aa bb + + + Iteration 0 + WSSR : 2.26292e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.96613 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 912202 delta(WSSR)/WSSR : -23.8072 + delta(WSSR) : -2.1717e+07 limit for stopping : 1e-05 + lambda : 0.096613 + +resultant parameter values + +aa = 132.556 +bb = 86.7137 +/ + + Iteration 2 + WSSR : 896493 delta(WSSR)/WSSR : -0.0175221 + delta(WSSR) : -15708.4 limit for stopping : 1e-05 + lambda : 0.0096613 + +resultant parameter values + +aa = 426.284 +bb = -186.545 +/ + + Iteration 3 + WSSR : 896315 delta(WSSR)/WSSR : -0.000198541 + delta(WSSR) : -177.956 limit for stopping : 1e-05 + lambda : 0.00096613 + +resultant parameter values + +aa = 461.025 +bb = -218.889 +/ + + Iteration 4 + WSSR : 896315 delta(WSSR)/WSSR : -2.77934e-10 + delta(WSSR) : -0.000249116 limit for stopping : 1e-05 + lambda : 9.6613e-05 + +resultant parameter values + +aa = 461.066 +bb = -218.927 After 4 iterations the fit converged. final sum of squares of residuals : 896315 @@ -41,25 +140,86 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1799.83 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 461.066 +/- 110.6 (23.99%) bb = -218.927 +/- 103 (47.04%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 -iter chisq delta/lim lambda aaa bbb - 0 2.4597834778e+07 0.00e+00 9.66e-01 1.000000e+00 1.000000e+00 - 1 1.3196790874e+06 -1.76e+06 9.66e-02 -1.448795e+02 3.513002e+02 - 2 1.4846794008e+04 -8.79e+06 9.66e-03 -2.822704e+03 2.844618e+03 - 3 4.4624379637e+01 -3.32e+07 9.66e-04 -3.139547e+03 3.139604e+03 - 4 4.4603658393e+01 -4.65e+01 9.66e-05 -3.139922e+03 3.139954e+03 - 5 4.4603658393e+01 -1.73e-08 9.66e-06 -3.139922e+03 3.139954e+03 -iter chisq delta/lim lambda aaa bbb + + + Iteration 0 + WSSR : 2.45978e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.96613 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 1.31968e+06 delta(WSSR)/WSSR : -17.6393 + delta(WSSR) : -2.32782e+07 limit for stopping : 1e-05 + lambda : 0.096613 + +resultant parameter values + +aaa = -144.879 +bbb = 351.3 +/ + + Iteration 2 + WSSR : 14846.8 delta(WSSR)/WSSR : -87.8865 + delta(WSSR) : -1.30483e+06 limit for stopping : 1e-05 + lambda : 0.0096613 + +resultant parameter values + +aaa = -2822.7 +bbb = 2844.62 +/ + + Iteration 3 + WSSR : 44.6244 delta(WSSR)/WSSR : -331.706 + delta(WSSR) : -14802.2 limit for stopping : 1e-05 + lambda : 0.00096613 + +resultant parameter values + +aaa = -3139.55 +bbb = 3139.6 +/ + + Iteration 4 + WSSR : 44.6037 delta(WSSR)/WSSR : -0.000464564 + delta(WSSR) : -0.0207212 limit for stopping : 1e-05 + lambda : 9.6613e-05 + +resultant parameter values + +aaa = -3139.92 +bbb = 3139.95 +/ + + Iteration 5 + WSSR : 44.6037 delta(WSSR)/WSSR : -1.73479e-13 + delta(WSSR) : -7.73781e-12 limit for stopping : 1e-05 + lambda : 9.6613e-06 + +resultant parameter values + +aaa = -3139.92 +bbb = 3139.95 After 5 iterations the fit converged. final sum of squares of residuals : 44.6037 -rel. change during last iteration : -1.72842e-13 +rel. change during last iteration : -1.73479e-13 degrees of freedom (FIT_NDF) : 498 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.299275 @@ -67,36 +227,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.0895656 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3139.92 +/- 0.7803 (0.02485%) bbb = 3139.95 +/- 0.7265 (0.02314%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 -iter chisq delta/lim lambda aaaa bbbb - 0 2.4797348325e+07 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 1 1.4499765510e+06 -1.61e+06 7.07e-02 -1.512219e+01 2.168949e+02 - 2 1.4236400853e+06 -1.85e+03 7.07e-03 -1.630660e+03 2.193366e+02 - 3 7.4062425817e+05 -9.22e+04 7.07e-04 -6.292829e+04 3.037910e+02 - 4 6.2576244676e+05 -1.84e+04 7.07e-05 -1.001785e+05 3.551135e+02 - 5 6.2575820484e+05 -6.78e-01 7.07e-06 -1.004063e+05 3.554273e+02 -iter chisq delta/lim lambda aaaa bbbb - -After 5 iterations the fit converged. -final sum of squares of residuals : 625758 -rel. change during last iteration : -6.77885e-06 - -degrees of freedom (FIT_NDF) : 498 -rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 35.4477 -variance of residuals (reduced chisquare) = WSSR/ndf : 1256.54 - -Final set of parameters Asymptotic Standard Error -======================= ========================== -aaaa = -100406 +/- 3920 (3.904%) -bbbb = 355.427 +/- 5.629 (1.584%) - -correlation matrix of the fit parameters: - aaaa bbbb -aaaa 1.000 -bbbb -0.960 1.000 diff --git a/dokumentation/evolution1d/20171005-all.gnuplot.script b/dokumentation/evolution1d/20171005-all.gnuplot.script index f21fbf9..250515d 100644 --- a/dokumentation/evolution1d/20171005-all.gnuplot.script +++ b/dokumentation/evolution1d/20171005-all.gnuplot.script @@ -2,25 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20171005-all.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20171005-all_regularity-vs-steps.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 2:5 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 2:5 title "20170830-evolution1D_5x5_100Times-added_one.csv", "20171005-evolution1D_4x7_100Times.csv" every ::1 using 2:5 title "20171005-evolution1D_4x7_100Times.csv", "20171005-evolution1D_7x4_100Times.csv" every ::1 using 2:5 title "20171005-evolution1D_7x4_100Times.csv", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 2:5 title "20171005-evolution1D_7x7_100Times.csv", f(x) title "lin. fit" lc rgb "black" +plot "20171005-all.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20171005-all.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20171005-all_improvement-vs-steps.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:5 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:5 title "20170830-evolution1D_5x5_100Times-added_one.csv", "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:5 title "20171005-evolution1D_4x7_100Times.csv", "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:5 title "20171005-evolution1D_7x4_100Times.csv", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:5 title "20171005-evolution1D_7x7_100Times.csv", g(x) title "lin. fit" lc rgb "black" +plot "20171005-all.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20171005-all.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20171005-all_improvement-vs-evo-error.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 4:6 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 4:6 title "20170830-evolution1D_5x5_100Times-added_one.csv", "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:6 title "20171005-evolution1D_4x7_100Times.csv", "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:6 title "20171005-evolution1D_7x4_100Times.csv", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:6 title "20171005-evolution1D_7x7_100Times.csv", h(x) title "lin. fit" lc rgb "black" -i(x)=aaaa*x+bbbb -fit i(x) "20171005-all.csv" every ::1 using 3:6 via aaaa,bbbb -set xlabel 'variability' -set ylabel 'evolution error' -set output "20171005-all_variability-vs-evo-error.png" -plot "20170830-evolution1D_5x5_100Times.csv" every ::1 using 3:6 title "20170830-evolution1D_5x5_100Times.csv", "20170830-evolution1D_5x5_100Times-added_one.csv" every ::1 using 3:6 title "20170830-evolution1D_5x5_100Times-added_one.csv", "20171005-evolution1D_4x7_100Times.csv" every ::1 using 3:6 title "20171005-evolution1D_4x7_100Times.csv", "20171005-evolution1D_7x4_100Times.csv" every ::1 using 3:6 title "20171005-evolution1D_7x4_100Times.csv", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 3:6 title "20171005-evolution1D_7x7_100Times.csv", i(x) title "lin. fit" lc rgb "black" +plot "20171005-all.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171005-all.spearman b/dokumentation/evolution1d/20171005-all.spearman new file mode 100644 index 0000000..af72c4f --- /dev/null +++ b/dokumentation/evolution1d/20171005-all.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171005-all.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 500 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.02 +y -0.02 1.00 + +n= 500 + + +P + x y +x 0.693 +y 0.693 +[1] "spearman for variability vs. evolution-error" + x y +x 1.00 -0.21 +y -0.21 1.00 + +n= 500 + + +P + x y +x 0 +y 0 diff --git a/dokumentation/evolution1d/20171005-all_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171005-all_improvement-vs-evo-error.png index 54fc093..882e883 100644 Binary files a/dokumentation/evolution1d/20171005-all_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20171005-all_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171005-all_improvement-vs-steps.png b/dokumentation/evolution1d/20171005-all_improvement-vs-steps.png index ecacc30..cc70298 100644 Binary files a/dokumentation/evolution1d/20171005-all_improvement-vs-steps.png and b/dokumentation/evolution1d/20171005-all_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-all_regularity-vs-steps.png b/dokumentation/evolution1d/20171005-all_regularity-vs-steps.png index 9a51d23..c997386 100644 Binary files a/dokumentation/evolution1d/20171005-all_regularity-vs-steps.png and b/dokumentation/evolution1d/20171005-all_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.error b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.error new file mode 100644 index 0000000..3e311f2 --- /dev/null +++ b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.error @@ -0,0 +1,101 @@ +"Evolution error" +280.917 +315.729 +264.639 +275.922 +323.159 +300.933 +264.541 +264.875 +286.999 +314.771 +254.996 +270.99 +336.401 +249.761 +310.473 +282.476 +301.45 +304.67 +300.451 +315.122 +302.947 +262.796 +272.873 +291.472 +280.073 +274.973 +277.642 +266.096 +300.458 +281.797 +287.84 +270.181 +304.713 +301.015 +250.936 +327.876 +267.093 +266.032 +293.5 +274.145 +302.284 +296.447 +290.496 +326.409 +252.376 +285.256 +261.023 +273.732 +287.211 +246.715 +317.892 +265.825 +259.862 +273.217 +269.759 +314.394 +314.765 +284.627 +262.319 +269.132 +259.973 +296.171 +264.153 +307.381 +248.894 +312.436 +273.599 +286.954 +313.315 +290.546 +317.095 +289.397 +293.925 +273.573 +248.052 +282.84 +286.257 +284.314 +321.302 +260.894 +278.436 +274.697 +269.428 +287.274 +281.924 +263.843 +298.757 +275.521 +269.146 +273.475 +273.666 +298.125 +305.642 +297.086 +317.845 +274.586 +332.413 +301.147 +354.08 +266.461 diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.fit.log index e70c387..0f59386 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.fit.log +++ b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Thu Oct 5 14:02:32 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_4x7_100Times.csv" every ::1 using 2:5 @@ -10,16 +10,23 @@ FIT: data read from "20171005-evolution1D_4x7_100Times.csv" every ::1 using 2 residuals are weighted equally (unit weight) function used for fitting: f(x) - f(x)=a*x+b fitted parameters initialized with current variable values -iter chisq delta/lim lambda a b - 0 4.8453053176e+06 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 5 1.6409518325e+05 -9.52e-05 7.07e-06 -3.129336e+03 2.663203e+02 + + + Iteration 0 + WSSR : 4.84531e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707195 + +initial set of free parameter values + +a = 1 +b = 1 After 5 iterations the fit converged. final sum of squares of residuals : 164095 -rel. change during last iteration : -9.51616e-10 +rel. change during last iteration : -9.51617e-10 degrees of freedom (FIT_NDF) : 98 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 40.9199 @@ -27,17 +34,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1674.44 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = -3129.34 +/- 2384 (76.19%) b = 266.32 +/- 37.57 (14.11%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.994 1.000 ******************************************************************************* -Thu Oct 5 14:02:32 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:5 @@ -46,16 +56,23 @@ FIT: data read from "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4 residuals are weighted equally (unit weight) function used for fitting: g(x) - g(x)=aa*x+bb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aa bb - 0 4.8067339365e+06 0.00e+00 9.56e-01 1.000000e+00 1.000000e+00 - 5 1.5824530732e+05 -3.08e-07 9.56e-06 1.317597e+03 -9.801188e+02 + + + Iteration 0 + WSSR : 4.80673e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.955501 + +initial set of free parameter values + +aa = 1 +bb = 1 After 5 iterations the fit converged. final sum of squares of residuals : 158245 -rel. change during last iteration : -3.0782e-12 +rel. change during last iteration : -3.07783e-12 degrees of freedom (FIT_NDF) : 98 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 40.1839 @@ -63,17 +80,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1614.75 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 1317.6 +/- 566.5 (43%) bb = -980.119 +/- 514.9 (52.53%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 ******************************************************************************* -Thu Oct 5 14:02:32 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:6 @@ -82,12 +102,19 @@ FIT: data read from "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4 residuals are weighted equally (unit weight) function used for fitting: h(x) - h(x)=aaa*x+bbb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aaa bbb - 0 8.1385601354e+06 0.00e+00 9.56e-01 1.000000e+00 1.000000e+00 - 5 2.1970491829e+01 -1.63e-02 9.56e-06 -3.136035e+03 3.136342e+03 + + + Iteration 0 + WSSR : 8.13856e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.955501 + +initial set of free parameter values + +aaa = 1 +bbb = 1 After 5 iterations the fit converged. final sum of squares of residuals : 21.9705 @@ -99,10 +126,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.224189 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3136.04 +/- 6.675 (0.2129%) bbb = 3136.34 +/- 6.067 (0.1934%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.log b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.log index 4adcc51..aa611ad 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.log +++ b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.log @@ -1,15 +1,73 @@ -iter chisq delta/lim lambda a b - 0 4.8453053176e+06 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 1 1.6709987683e+05 -2.80e+06 7.07e-02 2.525913e+00 2.161942e+02 - 2 1.6667175206e+05 -2.57e+02 7.07e-03 -1.715968e+02 2.199973e+02 - 3 1.6414949666e+05 -1.54e+03 7.07e-04 -2.699906e+03 2.595947e+02 - 4 1.6409518341e+05 -3.31e+01 7.07e-05 -3.128608e+03 2.663089e+02 - 5 1.6409518325e+05 -9.52e-05 7.07e-06 -3.129336e+03 2.663203e+02 -iter chisq delta/lim lambda a b + + + Iteration 0 + WSSR : 4.84531e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707195 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 167100 delta(WSSR)/WSSR : -27.9965 + delta(WSSR) : -4.67821e+06 limit for stopping : 1e-05 + lambda : 0.0707195 + +resultant parameter values + +a = 2.52591 +b = 216.194 +/ + + Iteration 2 + WSSR : 166672 delta(WSSR)/WSSR : -0.00256867 + delta(WSSR) : -428.125 limit for stopping : 1e-05 + lambda : 0.00707195 + +resultant parameter values + +a = -171.597 +b = 219.997 +/ + + Iteration 3 + WSSR : 164149 delta(WSSR)/WSSR : -0.0153656 + delta(WSSR) : -2522.26 limit for stopping : 1e-05 + lambda : 0.000707195 + +resultant parameter values + +a = -2699.91 +b = 259.595 +/ + + Iteration 4 + WSSR : 164095 delta(WSSR)/WSSR : -0.000330986 + delta(WSSR) : -54.3133 limit for stopping : 1e-05 + lambda : 7.07195e-05 + +resultant parameter values + +a = -3128.61 +b = 266.309 +/ + + Iteration 5 + WSSR : 164095 delta(WSSR)/WSSR : -9.51617e-10 + delta(WSSR) : -0.000156156 limit for stopping : 1e-05 + lambda : 7.07195e-06 + +resultant parameter values + +a = -3129.34 +b = 266.32 After 5 iterations the fit converged. final sum of squares of residuals : 164095 -rel. change during last iteration : -9.51616e-10 +rel. change during last iteration : -9.51617e-10 degrees of freedom (FIT_NDF) : 98 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 40.9199 @@ -17,25 +75,86 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1674.44 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = -3129.34 +/- 2384 (76.19%) b = 266.32 +/- 37.57 (14.11%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.994 1.000 -iter chisq delta/lim lambda aa bb - 0 4.8067339365e+06 0.00e+00 9.56e-01 1.000000e+00 1.000000e+00 - 1 1.6567425140e+05 -2.80e+06 9.56e-02 1.113320e+02 1.150902e+02 - 2 1.6256126289e+05 -1.91e+03 9.56e-03 3.913863e+02 -1.383578e+02 - 3 1.5824974701e+05 -2.72e+03 9.56e-04 1.287890e+03 -9.531211e+02 - 4 1.5824530732e+05 -2.81e+00 9.56e-05 1.317587e+03 -9.801098e+02 - 5 1.5824530732e+05 -3.08e-07 9.56e-06 1.317597e+03 -9.801188e+02 -iter chisq delta/lim lambda aa bb + + + Iteration 0 + WSSR : 4.80673e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.955501 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 165674 delta(WSSR)/WSSR : -28.0132 + delta(WSSR) : -4.64106e+06 limit for stopping : 1e-05 + lambda : 0.0955501 + +resultant parameter values + +aa = 111.332 +bb = 115.09 +/ + + Iteration 2 + WSSR : 162561 delta(WSSR)/WSSR : -0.0191496 + delta(WSSR) : -3112.99 limit for stopping : 1e-05 + lambda : 0.00955501 + +resultant parameter values + +aa = 391.386 +bb = -138.358 +/ + + Iteration 3 + WSSR : 158250 delta(WSSR)/WSSR : -0.027245 + delta(WSSR) : -4311.52 limit for stopping : 1e-05 + lambda : 0.000955501 + +resultant parameter values + +aa = 1287.89 +bb = -953.121 +/ + + Iteration 4 + WSSR : 158245 delta(WSSR)/WSSR : -2.80558e-05 + delta(WSSR) : -4.43969 limit for stopping : 1e-05 + lambda : 9.55501e-05 + +resultant parameter values + +aa = 1317.59 +bb = -980.11 +/ + + Iteration 5 + WSSR : 158245 delta(WSSR)/WSSR : -3.07783e-12 + delta(WSSR) : -4.87053e-07 limit for stopping : 1e-05 + lambda : 9.55501e-06 + +resultant parameter values + +aa = 1317.6 +bb = -980.119 After 5 iterations the fit converged. final sum of squares of residuals : 158245 -rel. change during last iteration : -3.0782e-12 +rel. change during last iteration : -3.07783e-12 degrees of freedom (FIT_NDF) : 98 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 40.1839 @@ -43,21 +162,82 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1614.75 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 1317.6 +/- 566.5 (43%) bb = -980.119 +/- 514.9 (52.53%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 -iter chisq delta/lim lambda aaa bbb - 0 8.1385601354e+06 0.00e+00 9.56e-01 1.000000e+00 1.000000e+00 - 1 5.3975388072e+04 -1.50e+07 9.56e-02 1.319509e+02 1.649079e+02 - 2 3.1741255515e+04 -7.00e+04 9.56e-03 -6.251153e+02 8.543613e+02 - 3 5.4599157975e+01 -5.80e+07 9.56e-04 -3.055503e+03 3.063152e+03 - 4 2.1970495409e+01 -1.49e+05 9.56e-05 -3.136008e+03 3.136318e+03 - 5 2.1970491829e+01 -1.63e-02 9.56e-06 -3.136035e+03 3.136342e+03 -iter chisq delta/lim lambda aaa bbb + + + Iteration 0 + WSSR : 8.13856e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.955501 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 53975.4 delta(WSSR)/WSSR : -149.783 + delta(WSSR) : -8.08458e+06 limit for stopping : 1e-05 + lambda : 0.0955501 + +resultant parameter values + +aaa = 131.951 +bbb = 164.908 +/ + + Iteration 2 + WSSR : 31741.3 delta(WSSR)/WSSR : -0.700481 + delta(WSSR) : -22234.1 limit for stopping : 1e-05 + lambda : 0.00955501 + +resultant parameter values + +aaa = -625.115 +bbb = 854.361 +/ + + Iteration 3 + WSSR : 54.5992 delta(WSSR)/WSSR : -580.351 + delta(WSSR) : -31686.7 limit for stopping : 1e-05 + lambda : 0.000955501 + +resultant parameter values + +aaa = -3055.5 +bbb = 3063.15 +/ + + Iteration 4 + WSSR : 21.9705 delta(WSSR)/WSSR : -1.48511 + delta(WSSR) : -32.6287 limit for stopping : 1e-05 + lambda : 9.55501e-05 + +resultant parameter values + +aaa = -3136.01 +bbb = 3136.32 +/ + + Iteration 5 + WSSR : 21.9705 delta(WSSR)/WSSR : -1.62953e-07 + delta(WSSR) : -3.58016e-06 limit for stopping : 1e-05 + lambda : 9.55501e-06 + +resultant parameter values + +aaa = -3136.04 +bbb = 3136.34 After 5 iterations the fit converged. final sum of squares of residuals : 21.9705 @@ -69,10 +249,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.224189 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3136.04 +/- 6.675 (0.2129%) bbb = 3136.34 +/- 6.067 (0.1934%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.script b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.script index 38d5964..05ddfa3 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.script +++ b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.gnuplot.script @@ -2,19 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20171005-evolution1D_4x7_100Times.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20171005-evolution1D_4x7_100Times_regularity-vs-steps.png" plot "20171005-evolution1D_4x7_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20171005-evolution1D_4x7_100Times_improvement-vs-steps.png" plot "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20171005-evolution1D_4x7_100Times_improvement-vs-evo-error.png" plot "20171005-evolution1D_4x7_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.spearman b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.spearman new file mode 100644 index 0000000..d63a65c --- /dev/null +++ b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171005-evolution1D_4x7_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.0 -0.1 +y -0.1 1.0 + +n= 100 + + +P + x y +x 0.3019 +y 0.3019 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-evo-error.png index 4cd5c58..09c593d 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-steps.png index 4346735..cc6d599 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-steps.png and b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_regularity-vs-steps.png index c98bc84..589bc20 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_regularity-vs-steps.png and b/dokumentation/evolution1d/20171005-evolution1D_4x7_100Times_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.error b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.error new file mode 100644 index 0000000..a951634 --- /dev/null +++ b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.error @@ -0,0 +1,101 @@ +"Evolution error" +211.096 +233.828 +205.276 +261.016 +205.753 +244.494 +236.857 +243.624 +227.071 +228.254 +219.293 +235.159 +240.691 +232.853 +243.665 +242.766 +243.618 +238.051 +224.685 +206.919 +266.62 +229.771 +241.243 +228.75 +246.415 +245.936 +234.603 +230.971 +246.319 +235.173 +250.199 +240.854 +233.456 +216.659 +240.033 +244.108 +216.874 +242.058 +221.484 +222.485 +239.78 +232.709 +230.785 +229.968 +235.149 +233.462 +241.027 +229.139 +210.309 +222.927 +236.762 +244.312 +225.283 +228.831 +234.735 +222.154 +215.144 +247.533 +242.563 +231.706 +245.743 +233.422 +221.213 +223.48 +234.243 +246.759 +225.232 +233.179 +256.94 +237.977 +238.547 +254.967 +223.3 +243.823 +240.056 +220.234 +242.633 +244.981 +244.803 +241.898 +222.32 +232.013 +228.661 +241.097 +225.772 +243.746 +209.245 +235.881 +241.881 +231.035 +220.946 +212.015 +234.886 +234.38 +250.999 +229.239 +222.041 +208.038 +217.716 +220.769 diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.fit.log index 22dd74a..43cfc2a 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.fit.log +++ b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Thu Oct 5 14:02:37 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_7x4_100Times.csv" every ::1 using 2:5 @@ -10,12 +10,19 @@ FIT: data read from "20171005-evolution1D_7x4_100Times.csv" every ::1 using 2 residuals are weighted equally (unit weight) function used for fitting: f(x) - f(x)=a*x+b fitted parameters initialized with current variable values -iter chisq delta/lim lambda a b - 0 4.2059624024e+06 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 5 1.6157855782e+05 -1.28e-04 7.07e-06 -3.703035e+03 2.609538e+02 + + + Iteration 0 + WSSR : 4.20596e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707197 + +initial set of free parameter values + +a = 1 +b = 1 After 5 iterations the fit converged. final sum of squares of residuals : 161579 @@ -27,17 +34,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1648.76 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = -3703.04 +/- 2343 (63.28%) b = 260.954 +/- 37.51 (14.38%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.994 1.000 ******************************************************************************* -Thu Oct 5 14:02:37 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:5 @@ -46,12 +56,19 @@ FIT: data read from "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4 residuals are weighted equally (unit weight) function used for fitting: g(x) - g(x)=aa*x+bb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aa bb - 0 4.1694597860e+06 0.00e+00 9.64e-01 1.000000e+00 1.000000e+00 - 5 1.6088124752e+05 -2.98e-05 9.64e-06 1.779074e+03 -1.445031e+03 + + + Iteration 0 + WSSR : 4.16946e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.963614 + +initial set of free parameter values + +aa = 1 +bb = 1 After 5 iterations the fit converged. final sum of squares of residuals : 160881 @@ -63,17 +80,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1641.65 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 1779.07 +/- 1039 (58.39%) bb = -1445.03 +/- 961.8 (66.56%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 ******************************************************************************* -Thu Oct 5 14:02:37 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:6 @@ -82,12 +102,19 @@ FIT: data read from "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4 residuals are weighted equally (unit weight) function used for fitting: h(x) - h(x)=aaa*x+bbb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aaa bbb - 0 5.3588910602e+06 0.00e+00 9.64e-01 1.000000e+00 1.000000e+00 - 6 5.4694656646e+00 -5.96e-09 9.64e-07 -3.141932e+03 3.141867e+03 + + + Iteration 0 + WSSR : 5.35889e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.963614 + +initial set of free parameter values + +aaa = 1 +bbb = 1 After 6 iterations the fit converged. final sum of squares of residuals : 5.46947 @@ -99,10 +126,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.0558109 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3141.93 +/- 6.057 (0.1928%) bbb = 3141.87 +/- 5.608 (0.1785%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.log b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.log index c9d2fd1..e18f703 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.log +++ b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.log @@ -1,11 +1,69 @@ -iter chisq delta/lim lambda a b - 0 4.2059624024e+06 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 1 1.6580035617e+05 -2.44e+06 7.07e-02 1.958416e+00 2.009886e+02 - 2 1.6524678185e+05 -3.35e+02 7.07e-03 -2.078184e+02 2.053272e+02 - 3 1.6165337078e+05 -2.22e+03 7.07e-04 -3.203881e+03 2.530098e+02 - 4 1.6157855802e+05 -4.63e+01 7.07e-05 -3.702205e+03 2.609406e+02 - 5 1.6157855782e+05 -1.28e-04 7.07e-06 -3.703035e+03 2.609538e+02 -iter chisq delta/lim lambda a b + + + Iteration 0 + WSSR : 4.20596e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707197 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 165800 delta(WSSR)/WSSR : -24.3676 + delta(WSSR) : -4.04016e+06 limit for stopping : 1e-05 + lambda : 0.0707197 + +resultant parameter values + +a = 1.95842 +b = 200.989 +/ + + Iteration 2 + WSSR : 165247 delta(WSSR)/WSSR : -0.00334999 + delta(WSSR) : -553.574 limit for stopping : 1e-05 + lambda : 0.00707197 + +resultant parameter values + +a = -207.818 +b = 205.327 +/ + + Iteration 3 + WSSR : 161653 delta(WSSR)/WSSR : -0.0222291 + delta(WSSR) : -3593.41 limit for stopping : 1e-05 + lambda : 0.000707197 + +resultant parameter values + +a = -3203.88 +b = 253.01 +/ + + Iteration 4 + WSSR : 161579 delta(WSSR)/WSSR : -0.000463012 + delta(WSSR) : -74.8128 limit for stopping : 1e-05 + lambda : 7.07197e-05 + +resultant parameter values + +a = -3702.21 +b = 260.941 +/ + + Iteration 5 + WSSR : 161579 delta(WSSR)/WSSR : -1.2809e-09 + delta(WSSR) : -0.000206966 limit for stopping : 1e-05 + lambda : 7.07197e-06 + +resultant parameter values + +a = -3703.04 +b = 260.954 After 5 iterations the fit converged. final sum of squares of residuals : 161579 @@ -17,21 +75,82 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1648.76 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = -3703.04 +/- 2343 (63.28%) b = 260.954 +/- 37.51 (14.38%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.994 1.000 -iter chisq delta/lim lambda aa bb - 0 4.1694597860e+06 0.00e+00 9.64e-01 1.000000e+00 1.000000e+00 - 1 1.6525762522e+05 -2.42e+06 9.64e-02 1.017401e+02 1.068470e+02 - 2 1.6449315575e+05 -4.65e+02 9.64e-03 2.381672e+02 -1.846147e+01 - 3 1.6091869157e+05 -2.22e+03 9.64e-04 1.622183e+03 -1.299781e+03 - 4 1.6088124757e+05 -2.33e+01 9.64e-05 1.778896e+03 -1.444867e+03 - 5 1.6088124752e+05 -2.98e-05 9.64e-06 1.779074e+03 -1.445031e+03 -iter chisq delta/lim lambda aa bb + + + Iteration 0 + WSSR : 4.16946e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.963614 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 165258 delta(WSSR)/WSSR : -24.2301 + delta(WSSR) : -4.0042e+06 limit for stopping : 1e-05 + lambda : 0.0963614 + +resultant parameter values + +aa = 101.74 +bb = 106.847 +/ + + Iteration 2 + WSSR : 164493 delta(WSSR)/WSSR : -0.00464742 + delta(WSSR) : -764.469 limit for stopping : 1e-05 + lambda : 0.00963614 + +resultant parameter values + +aa = 238.167 +bb = -18.4615 +/ + + Iteration 3 + WSSR : 160919 delta(WSSR)/WSSR : -0.0222129 + delta(WSSR) : -3574.46 limit for stopping : 1e-05 + lambda : 0.000963614 + +resultant parameter values + +aa = 1622.18 +bb = -1299.78 +/ + + Iteration 4 + WSSR : 160881 delta(WSSR)/WSSR : -0.000232743 + delta(WSSR) : -37.444 limit for stopping : 1e-05 + lambda : 9.63614e-05 + +resultant parameter values + +aa = 1778.9 +bb = -1444.87 +/ + + Iteration 5 + WSSR : 160881 delta(WSSR)/WSSR : -2.98408e-10 + delta(WSSR) : -4.80083e-05 limit for stopping : 1e-05 + lambda : 9.63614e-06 + +resultant parameter values + +aa = 1779.07 +bb = -1445.03 After 5 iterations the fit converged. final sum of squares of residuals : 160881 @@ -43,22 +162,93 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1641.65 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 1779.07 +/- 1039 (58.39%) bb = -1445.03 +/- 961.8 (66.56%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 -iter chisq delta/lim lambda aaa bbb - 0 5.3588910602e+06 0.00e+00 9.64e-01 1.000000e+00 1.000000e+00 - 1 1.6257651642e+04 -3.29e+07 9.64e-02 1.127845e+02 1.275042e+02 - 2 1.3617851160e+04 -1.94e+04 9.64e-03 -1.505284e+02 3.724288e+02 - 3 1.4658675724e+02 -9.19e+06 9.64e-04 -2.837355e+03 2.859890e+03 - 4 5.4696465957e+00 -2.58e+06 9.64e-05 -3.141588e+03 3.141548e+03 - 5 5.4694656646e+00 -3.31e+00 9.64e-06 -3.141932e+03 3.141867e+03 - 6 5.4694656646e+00 -5.96e-09 9.64e-07 -3.141932e+03 3.141867e+03 -iter chisq delta/lim lambda aaa bbb + + + Iteration 0 + WSSR : 5.35889e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.963614 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 16257.7 delta(WSSR)/WSSR : -328.623 + delta(WSSR) : -5.34263e+06 limit for stopping : 1e-05 + lambda : 0.0963614 + +resultant parameter values + +aaa = 112.784 +bbb = 127.504 +/ + + Iteration 2 + WSSR : 13617.9 delta(WSSR)/WSSR : -0.193849 + delta(WSSR) : -2639.8 limit for stopping : 1e-05 + lambda : 0.00963614 + +resultant parameter values + +aaa = -150.528 +bbb = 372.429 +/ + + Iteration 3 + WSSR : 146.587 delta(WSSR)/WSSR : -91.8996 + delta(WSSR) : -13471.3 limit for stopping : 1e-05 + lambda : 0.000963614 + +resultant parameter values + +aaa = -2837.35 +bbb = 2859.89 +/ + + Iteration 4 + WSSR : 5.46965 delta(WSSR)/WSSR : -25.8 + delta(WSSR) : -141.117 limit for stopping : 1e-05 + lambda : 9.63614e-05 + +resultant parameter values + +aaa = -3141.59 +bbb = 3141.55 +/ + + Iteration 5 + WSSR : 5.46947 delta(WSSR)/WSSR : -3.30802e-05 + delta(WSSR) : -0.000180931 limit for stopping : 1e-05 + lambda : 9.63614e-06 + +resultant parameter values + +aaa = -3141.93 +bbb = 3141.87 +/ + + Iteration 6 + WSSR : 5.46947 delta(WSSR)/WSSR : -5.95966e-14 + delta(WSSR) : -3.25961e-13 limit for stopping : 1e-05 + lambda : 9.63614e-07 + +resultant parameter values + +aaa = -3141.93 +bbb = 3141.87 After 6 iterations the fit converged. final sum of squares of residuals : 5.46947 @@ -70,10 +260,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.0558109 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3141.93 +/- 6.057 (0.1928%) bbb = 3141.87 +/- 5.608 (0.1785%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.script b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.script index 0824e16..8e47437 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.script +++ b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.gnuplot.script @@ -2,19 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20171005-evolution1D_7x4_100Times.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20171005-evolution1D_7x4_100Times_regularity-vs-steps.png" plot "20171005-evolution1D_7x4_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20171005-evolution1D_7x4_100Times_improvement-vs-steps.png" plot "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20171005-evolution1D_7x4_100Times_improvement-vs-evo-error.png" plot "20171005-evolution1D_7x4_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.spearman b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.spearman new file mode 100644 index 0000000..6c0d6b0 --- /dev/null +++ b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171005-evolution1D_7x4_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.21 +y -0.21 1.00 + +n= 100 + + +P + x y +x 0.0396 +y 0.0396 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-evo-error.png index 359971d..dd9fe85 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-steps.png index 3a8f174..480c3b8 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-steps.png and b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_regularity-vs-steps.png index bdbecc3..93779ad 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_regularity-vs-steps.png and b/dokumentation/evolution1d/20171005-evolution1D_7x4_100Times_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.error b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.error new file mode 100644 index 0000000..23fff91 --- /dev/null +++ b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.error @@ -0,0 +1,101 @@ +"Evolution error" +126.241 +110.962 +125.853 +140.195 +126.647 +154.539 +107.206 +128.558 +136.77 +145.941 +171.996 +118.437 +143.556 +120.873 +105.887 +154.67 +154.182 +116.314 +113.496 +159.92 +158.727 +108.387 +148.334 +112.767 +139.428 +124.479 +106.309 +139.721 +133.951 +135.062 +133.884 +120.051 +101.318 +135.279 +110.051 +136.437 +134.697 +113.78 +122.484 +114.487 +127.55 +125.629 +162.041 +156.364 +113.788 +138.26 +109.996 +164.442 +105.711 +156.553 +116.304 +113.339 +118.637 +164.957 +97.1774 +137.814 +158.652 +128.639 +144.853 +136.728 +100.103 +129.972 +134.171 +102.086 +137.823 +120.165 +121.511 +110.067 +112.614 +105.271 +140.821 +124.285 +158.103 +140.515 +101.64 +129.887 +167.194 +110.881 +146.669 +118.035 +150.583 +143.211 +114.785 +146.421 +130.875 +107.373 +152.164 +129.282 +98.1416 +129.997 +117 +111.092 +114.087 +107.558 +144.45 +118.484 +109.701 +126.593 +168.971 +143.838 diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.fit.log index 28cdfba..1067df0 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.fit.log +++ b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.fit.log @@ -1,7 +1,7 @@ ******************************************************************************* -Thu Oct 5 14:22:52 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_7x7_100Times.csv" every ::1 using 2:5 @@ -10,16 +10,23 @@ FIT: data read from "20171005-evolution1D_7x7_100Times.csv" every ::1 using 2 residuals are weighted equally (unit weight) function used for fitting: f(x) - f(x)=a*x+b fitted parameters initialized with current variable values -iter chisq delta/lim lambda a b - 0 5.1103239746e+06 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 5 1.3279798348e+05 -2.35e-06 7.07e-06 -5.771314e+02 2.408587e+02 + + + Iteration 0 + WSSR : 5.11032e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707405 + +initial set of free parameter values + +a = 1 +b = 1 After 5 iterations the fit converged. final sum of squares of residuals : 132798 -rel. change during last iteration : -2.35102e-11 +rel. change during last iteration : -2.35098e-11 degrees of freedom (FIT_NDF) : 98 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 36.8114 @@ -27,17 +34,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1355.08 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = -577.131 +/- 1945 (337%) b = 240.859 +/- 56.49 (23.46%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.998 1.000 ******************************************************************************* -Thu Oct 5 14:22:52 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:5 @@ -46,12 +56,19 @@ FIT: data read from "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4 residuals are weighted equally (unit weight) function used for fitting: g(x) - g(x)=aa*x+bb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aa bb - 0 5.0689010815e+06 0.00e+00 9.80e-01 1.000000e+00 1.000000e+00 - 5 9.8040471485e+04 -1.51e-05 9.80e-06 3.134345e+03 -2.780953e+03 + + + Iteration 0 + WSSR : 5.0689e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.979606 + +initial set of free parameter values + +aa = 1 +bb = 1 After 5 iterations the fit converged. final sum of squares of residuals : 98040.5 @@ -63,17 +80,20 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1000.41 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 3134.35 +/- 530.8 (16.94%) bb = -2780.95 +/- 509 (18.3%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 ******************************************************************************* -Thu Oct 5 14:22:52 2017 +Tue Oct 24 02:24:04 2017 FIT: data read from "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:6 @@ -82,12 +102,19 @@ FIT: data read from "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4 residuals are weighted equally (unit weight) function used for fitting: h(x) - h(x)=aaa*x+bbb fitted parameters initialized with current variable values -iter chisq delta/lim lambda aaa bbb - 0 1.6606716013e+06 0.00e+00 9.80e-01 1.000000e+00 1.000000e+00 - 5 3.7498507724e+00 -4.46e-01 9.80e-06 -3.142464e+03 3.142323e+03 + + + Iteration 0 + WSSR : 1.66067e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.979606 + +initial set of free parameter values + +aaa = 1 +bbb = 1 After 5 iterations the fit converged. final sum of squares of residuals : 3.74985 @@ -99,10 +126,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.0382638 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3142.46 +/- 3.283 (0.1045%) bbb = 3142.32 +/- 3.148 (0.1002%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.log b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.log index 2c247f3..17cb4d6 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.log +++ b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.log @@ -1,15 +1,73 @@ -iter chisq delta/lim lambda a b - 0 5.1103239746e+06 0.00e+00 7.07e-01 1.000000e+00 1.000000e+00 - 1 1.3304344126e+05 -3.74e+06 7.07e-02 7.011364e+00 2.228167e+02 - 2 1.3290446272e+05 -1.05e+02 7.07e-03 -3.195295e+01 2.250561e+02 - 3 1.3279958538e+05 -7.90e+01 7.07e-04 -5.102627e+02 2.389204e+02 - 4 1.3279798349e+05 -1.21e+00 7.07e-05 -5.770380e+02 2.408559e+02 - 5 1.3279798348e+05 -2.35e-06 7.07e-06 -5.771314e+02 2.408587e+02 -iter chisq delta/lim lambda a b + + + Iteration 0 + WSSR : 5.11032e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707405 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 133043 delta(WSSR)/WSSR : -37.4109 + delta(WSSR) : -4.97728e+06 limit for stopping : 1e-05 + lambda : 0.0707405 + +resultant parameter values + +a = 7.01136 +b = 222.817 +/ + + Iteration 2 + WSSR : 132904 delta(WSSR)/WSSR : -0.0010457 + delta(WSSR) : -138.979 limit for stopping : 1e-05 + lambda : 0.00707405 + +resultant parameter values + +a = -31.953 +b = 225.056 +/ + + Iteration 3 + WSSR : 132800 delta(WSSR)/WSSR : -0.000789741 + delta(WSSR) : -104.877 limit for stopping : 1e-05 + lambda : 0.000707405 + +resultant parameter values + +a = -510.263 +b = 238.92 +/ + + Iteration 4 + WSSR : 132798 delta(WSSR)/WSSR : -1.20626e-05 + delta(WSSR) : -1.60189 limit for stopping : 1e-05 + lambda : 7.07405e-05 + +resultant parameter values + +a = -577.038 +b = 240.856 +/ + + Iteration 5 + WSSR : 132798 delta(WSSR)/WSSR : -2.35098e-11 + delta(WSSR) : -3.12206e-06 limit for stopping : 1e-05 + lambda : 7.07405e-06 + +resultant parameter values + +a = -577.131 +b = 240.859 After 5 iterations the fit converged. final sum of squares of residuals : 132798 -rel. change during last iteration : -2.35102e-11 +rel. change during last iteration : -2.35098e-11 degrees of freedom (FIT_NDF) : 98 rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 36.8114 @@ -17,21 +75,82 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1355.08 Final set of parameters Asymptotic Standard Error ======================= ========================== + a = -577.131 +/- 1945 (337%) b = 240.859 +/- 56.49 (23.46%) + correlation matrix of the fit parameters: - a b + + a b a 1.000 b -0.998 1.000 -iter chisq delta/lim lambda aa bb - 0 5.0689010815e+06 0.00e+00 9.80e-01 1.000000e+00 1.000000e+00 - 1 1.3046686978e+05 -3.79e+06 9.80e-02 1.172773e+02 1.106372e+02 - 2 1.2074716009e+05 -8.05e+03 9.80e-03 6.053195e+02 -3.561808e+02 - 3 9.8095704395e+04 -2.31e+04 9.80e-04 3.009614e+03 -2.661363e+03 - 4 9.8040471500e+04 -5.63e+01 9.80e-05 3.134281e+03 -2.780891e+03 - 5 9.8040471485e+04 -1.51e-05 9.80e-06 3.134345e+03 -2.780953e+03 -iter chisq delta/lim lambda aa bb + + + Iteration 0 + WSSR : 5.0689e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.979606 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 130467 delta(WSSR)/WSSR : -37.852 + delta(WSSR) : -4.93843e+06 limit for stopping : 1e-05 + lambda : 0.0979606 + +resultant parameter values + +aa = 117.277 +bb = 110.637 +/ + + Iteration 2 + WSSR : 120747 delta(WSSR)/WSSR : -0.0804964 + delta(WSSR) : -9719.71 limit for stopping : 1e-05 + lambda : 0.00979606 + +resultant parameter values + +aa = 605.319 +bb = -356.181 +/ + + Iteration 3 + WSSR : 98095.7 delta(WSSR)/WSSR : -0.230912 + delta(WSSR) : -22651.5 limit for stopping : 1e-05 + lambda : 0.000979606 + +resultant parameter values + +aa = 3009.61 +bb = -2661.36 +/ + + Iteration 4 + WSSR : 98040.5 delta(WSSR)/WSSR : -0.000563368 + delta(WSSR) : -55.2329 limit for stopping : 1e-05 + lambda : 9.79606e-05 + +resultant parameter values + +aa = 3134.28 +bb = -2780.89 +/ + + Iteration 5 + WSSR : 98040.5 delta(WSSR)/WSSR : -1.51467e-10 + delta(WSSR) : -1.48499e-05 limit for stopping : 1e-05 + lambda : 9.79606e-06 + +resultant parameter values + +aa = 3134.35 +bb = -2780.95 After 5 iterations the fit converged. final sum of squares of residuals : 98040.5 @@ -43,21 +162,82 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 1000.41 Final set of parameters Asymptotic Standard Error ======================= ========================== + aa = 3134.35 +/- 530.8 (16.94%) bb = -2780.95 +/- 509 (18.3%) + correlation matrix of the fit parameters: - aa bb + + aa bb aa 1.000 bb -1.000 1.000 -iter chisq delta/lim lambda aaa bbb - 0 1.6606716013e+06 0.00e+00 9.80e-01 1.000000e+00 1.000000e+00 - 1 3.6419319985e+04 -4.46e+06 9.80e-02 5.817813e+01 7.298767e+01 - 2 2.5572102437e+04 -4.24e+04 9.80e-03 -4.588023e+02 5.692906e+02 - 3 6.5943618679e+01 -3.87e+07 9.80e-04 -3.010106e+03 3.015422e+03 - 4 3.7498674938e+00 -1.66e+06 9.80e-05 -3.142395e+03 3.142258e+03 - 5 3.7498507724e+00 -4.46e-01 9.80e-06 -3.142464e+03 3.142323e+03 -iter chisq delta/lim lambda aaa bbb + + + Iteration 0 + WSSR : 1.66067e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.979606 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 36419.3 delta(WSSR)/WSSR : -44.5986 + delta(WSSR) : -1.62425e+06 limit for stopping : 1e-05 + lambda : 0.0979606 + +resultant parameter values + +aaa = 58.1781 +bbb = 72.9877 +/ + + Iteration 2 + WSSR : 25572.1 delta(WSSR)/WSSR : -0.424182 + delta(WSSR) : -10847.2 limit for stopping : 1e-05 + lambda : 0.00979606 + +resultant parameter values + +aaa = -458.802 +bbb = 569.291 +/ + + Iteration 3 + WSSR : 65.9436 delta(WSSR)/WSSR : -386.787 + delta(WSSR) : -25506.2 limit for stopping : 1e-05 + lambda : 0.000979606 + +resultant parameter values + +aaa = -3010.11 +bbb = 3015.42 +/ + + Iteration 4 + WSSR : 3.74987 delta(WSSR)/WSSR : -16.5856 + delta(WSSR) : -62.1938 limit for stopping : 1e-05 + lambda : 9.79606e-05 + +resultant parameter values + +aaa = -3142.4 +bbb = 3142.26 +/ + + Iteration 5 + WSSR : 3.74985 delta(WSSR)/WSSR : -4.45921e-06 + delta(WSSR) : -1.67214e-05 limit for stopping : 1e-05 + lambda : 9.79606e-06 + +resultant parameter values + +aaa = -3142.46 +bbb = 3142.32 After 5 iterations the fit converged. final sum of squares of residuals : 3.74985 @@ -69,10 +249,13 @@ variance of residuals (reduced chisquare) = WSSR/ndf : 0.0382638 Final set of parameters Asymptotic Standard Error ======================= ========================== + aaa = -3142.46 +/- 3.283 (0.1045%) bbb = 3142.32 +/- 3.148 (0.1002%) + correlation matrix of the fit parameters: - aaa bbb + + aaa bbb aaa 1.000 bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.script b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.script index 198eca7..0d8a8d6 100644 --- a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.script +++ b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.gnuplot.script @@ -2,19 +2,19 @@ set datafile separator "," f(x)=a*x+b fit f(x) "20171005-evolution1D_7x7_100Times.csv" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "20171005-evolution1D_7x7_100Times_regularity-vs-steps.png" plot "20171005-evolution1D_7x7_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "20171005-evolution1D_7x7_100Times_improvement-vs-steps.png" plot "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "20171005-evolution1D_7x7_100Times_improvement-vs-evo-error.png" plot "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.spearman b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.spearman new file mode 100644 index 0000000..94f6639 --- /dev/null +++ b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171005-evolution1D_7x7_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.01 +y -0.01 1.00 + +n= 100 + + +P + x y +x 0.9216 +y 0.9216 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-evo-error.png index ed8ca3c..d7c6185 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-evo-error.png and b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-steps.png index 0dec5b9..1620b8a 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-steps.png and b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_regularity-vs-steps.png index d22e840..98748b3 100644 Binary files a/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_regularity-vs-steps.png and b/dokumentation/evolution1d/20171005-evolution1D_7x7_100Times_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.csv b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.csv new file mode 100644 index 0000000..48f4dff --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.csv @@ -0,0 +1,111 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +284.365,0.0136315,0.00124444,0.967997,202,298.423,0.0463019 +271.226,0.0124703,0.00124444,0.969475,286,284.695,0.0232577 +321.902,0.0116571,0.00124444,0.963772,203,337.628,0.0416545 +265.327,0.0106321,0.00124444,0.970139,254,278.241,0.0468512 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+274.784 +287.743 +306.328 +283.047 +289.659 +250.664 +261.859 +320.352 +302.292 +354.924 +292.181 +285.759 +252.184 +316.796 +282.546 +311.274 +242.707 +265.12 +292.53 +373.645 +265.231 +339.851 +331.492 +296.143 +267.902 +309.679 +269.797 +269.874 +314.378 +273.406 +270.657 +310.459 +247.483 +274.461 +273.334 +288.058 +299.622 +291.267 +252.976 +275.311 +280.607 +270.017 +303.237 +286.265 +358.606 +300.357 +260.384 +271.183 +275.937 +340.822 +342.87 +247.036 +305.313 +362.535 +292.104 +270.485 +325.329 +275.62 +245.371 +296.747 +285.701 +315.472 +261.363 +288.343 +253.537 +353.546 +272.705 +267.961 +269.917 +303.207 +280.342 +288.78 +330.349 +297.971 +302.104 +285.659 +311.745 +237.277 +283.579 +282.437 +294.507 +289.471 +261.243 +290.359 +263.942 +279.455 +283.11 +300.758 +273.678 +284.549 +291.625 +271.551 +259.444 +304.274 +317.339 +279.883 +292.823 +282.633 +278.892 +260.591 +274.925 +353.899 +329.705 +284.285 diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.fit.log b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.fit.log new file mode 100644 index 0000000..4114293 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 2:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.53142e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707163 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 199691 +rel. change during last iteration : -1.72988e-09 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 42.9999 +variance of residuals (reduced chisquare) = WSSR/ndf : 1848.99 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -5255.52 +/- 2401 (45.69%) +b = 306.262 +/- 30.21 (9.863%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.991 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 4:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.48107e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.984575 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 204796 +rel. change during last iteration : -1.36705e-09 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 43.5461 +variance of residuals (reduced chisquare) = WSSR/ndf : 1896.26 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 1953.98 +/- 1389 (71.09%) +bb = -1652.44 +/- 1346 (81.45%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 4:6 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 9.19699e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.984575 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 25.9742 +rel. change during last iteration : -3.36475e-14 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.49041 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.240502 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9329.24 +/- 15.64 (0.1677%) +bbb = 9328.88 +/- 15.16 (0.1625%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.log b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.log new file mode 100644 index 0000000..75a151f --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 6.53142e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707163 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 208679 delta(WSSR)/WSSR : -30.2988 + delta(WSSR) : -6.32274e+06 limit for stopping : 1e-05 + lambda : 0.0707163 + +resultant parameter values + +a = 0.604107 +b = 239.671 +/ + + Iteration 2 + WSSR : 207515 delta(WSSR)/WSSR : -0.00561318 + delta(WSSR) : -1164.82 limit for stopping : 1e-05 + lambda : 0.00707163 + +resultant parameter values + +a = -316.066 +b = 244.702 +/ + + Iteration 3 + WSSR : 199833 delta(WSSR)/WSSR : -0.0384382 + delta(WSSR) : -7681.23 limit for stopping : 1e-05 + lambda : 0.000707163 + +resultant parameter values + +a = -4589.04 +b = 297.956 +/ + + Iteration 4 + WSSR : 199691 delta(WSSR)/WSSR : -0.000713282 + delta(WSSR) : -142.436 limit for stopping : 1e-05 + lambda : 7.07163e-05 + +resultant parameter values + +a = -5254.48 +b = 306.249 +/ + + Iteration 5 + WSSR : 199691 delta(WSSR)/WSSR : -1.72988e-09 + delta(WSSR) : -0.000345441 limit for stopping : 1e-05 + lambda : 7.07163e-06 + +resultant parameter values + +a = -5255.52 +b = 306.262 + +After 5 iterations the fit converged. +final sum of squares of residuals : 199691 +rel. change during last iteration : -1.72988e-09 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 42.9999 +variance of residuals (reduced chisquare) = WSSR/ndf : 1848.99 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -5255.52 +/- 2401 (45.69%) +b = 306.262 +/- 30.21 (9.863%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.991 1.000 + + + Iteration 0 + WSSR : 6.48107e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.984575 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 208225 delta(WSSR)/WSSR : -30.1253 + delta(WSSR) : -6.27284e+06 limit for stopping : 1e-05 + lambda : 0.0984575 + +resultant parameter values + +aa = 120.76 +bb = 122.686 +/ + + Iteration 2 + WSSR : 207777 delta(WSSR)/WSSR : -0.00215751 + delta(WSSR) : -448.28 limit for stopping : 1e-05 + lambda : 0.00984575 + +resultant parameter values + +aa = 212.362 +bb = 35.0135 +/ + + Iteration 3 + WSSR : 204873 delta(WSSR)/WSSR : -0.0141739 + delta(WSSR) : -2903.84 limit for stopping : 1e-05 + lambda : 0.000984575 + +resultant parameter values + +aa = 1674.36 +bb = -1381.52 +/ + + Iteration 4 + WSSR : 204796 delta(WSSR)/WSSR : -0.000375155 + delta(WSSR) : -76.8303 limit for stopping : 1e-05 + lambda : 9.84575e-05 + +resultant parameter values + +aa = 1953.44 +bb = -1651.93 +/ + + Iteration 5 + WSSR : 204796 delta(WSSR)/WSSR : -1.36705e-09 + delta(WSSR) : -0.000279966 limit for stopping : 1e-05 + lambda : 9.84575e-06 + +resultant parameter values + +aa = 1953.98 +bb = -1652.44 + +After 5 iterations the fit converged. +final sum of squares of residuals : 204796 +rel. change during last iteration : -1.36705e-09 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 43.5461 +variance of residuals (reduced chisquare) = WSSR/ndf : 1896.26 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 1953.98 +/- 1389 (71.09%) +bb = -1652.44 +/- 1346 (81.45%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 9.19699e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.984575 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 88322.9 delta(WSSR)/WSSR : -103.129 + delta(WSSR) : -9.10867e+06 limit for stopping : 1e-05 + lambda : 0.0984575 + +resultant parameter values + +aaa = 139.208 +bbb = 153.55 +/ + + Iteration 2 + WSSR : 79597.9 delta(WSSR)/WSSR : -0.109614 + delta(WSSR) : -8725.02 limit for stopping : 1e-05 + lambda : 0.00984575 + +resultant parameter values + +aaa = -330.642 +bbb = 610.091 +/ + + Iteration 3 + WSSR : 2077.04 delta(WSSR)/WSSR : -37.3227 + delta(WSSR) : -77520.9 limit for stopping : 1e-05 + lambda : 0.000984575 + +resultant parameter values + +aaa = -7884.52 +bbb = 7929.08 +/ + + Iteration 4 + WSSR : 25.9817 delta(WSSR)/WSSR : -78.9426 + delta(WSSR) : -2051.06 limit for stopping : 1e-05 + lambda : 9.84575e-05 + +resultant parameter values + +aaa = -9326.48 +bbb = 9326.2 +/ + + Iteration 5 + WSSR : 25.9742 delta(WSSR)/WSSR : -0.000287746 + delta(WSSR) : -0.00747396 limit for stopping : 1e-05 + lambda : 9.84575e-06 + +resultant parameter values + +aaa = -9329.24 +bbb = 9328.88 +/ + + Iteration 6 + WSSR : 25.9742 delta(WSSR)/WSSR : -3.36475e-14 + delta(WSSR) : -8.73968e-13 limit for stopping : 1e-05 + lambda : 9.84575e-07 + +resultant parameter values + +aaa = -9329.24 +bbb = 9328.88 + +After 6 iterations the fit converged. +final sum of squares of residuals : 25.9742 +rel. change during last iteration : -3.36475e-14 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.49041 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.240502 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9329.24 +/- 15.64 (0.1677%) +bbb = 9328.88 +/- 15.16 (0.1625%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.script b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.script new file mode 100644 index 0000000..84500c4 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171020-evolution1D_4x7_100Times_addedOne_regularity-vs-steps.png" +plot "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-steps.png" +plot "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-evo-error.png" +plot "20171020-evolution1D_4x7_100Times_addedOne.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.log b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.log new file mode 100644 index 0000000..d435439 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.log @@ -0,0 +1,2341 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: setting source +info: setting target +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.57018 1.0525 0 +info: bbsize: 2.93018 1.1475 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 284.365 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0136315 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967997 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 298.423 0.0463019 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.12956 0 +info: bbsize: 3.0175 1.22456 0 +info: setting up22500Points +info: worst iteration-count:32 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 271.226 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0124703 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969475 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 286: 284.695 0.0232577 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6161 1.11139 0 +info: bbsize: 2.9761 1.20639 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 321.902 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0116571 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.963772 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 337.628 0.0416545 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.0836307 0 +info: bbmax: 2.6575 1.12156 0 +info: bbsize: 3.0175 1.20519 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 265.327 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0106321 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970139 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 254: 278.241 0.0468512 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.445 1.14201 0 +info: bbsize: 2.805 1.23701 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 252.821 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130542 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971547 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 264.793 0.0375129 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.47712 1.10803 0 +info: bbsize: 2.83712 1.20303 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 245.664 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0125761 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972353 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 257.7 0.0374176 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.61694 1.14318 0 +info: bbsize: 2.97694 1.23818 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 261.824 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0118357 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970567 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 274.784 0.0273035 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.12769 0 +info: bbsize: 3.0175 1.22269 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 274.7 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0100903 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969116 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 291: 287.743 0.0552393 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.63224 1.17319 0 +info: bbsize: 2.99224 1.26819 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 291.863 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131507 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967199 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 306.328 0.0467986 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.56683 1.08121 0 +info: bbsize: 2.92683 1.17621 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 269.959 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.01103 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969618 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 259: 283.047 0.0412 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.10928 0 +info: bbsize: 3.0175 1.20428 0 +info: setting up22500Points +info: worst iteration-count:34 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 275.979 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134071 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96894 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 273: 289.659 0.0307383 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.46797 1.13951 0 +info: bbsize: 2.82797 1.23451 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 238.92 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0128211 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973138 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 242: 250.664 0.0280029 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.62543 1.06822 0 +info: bbsize: 2.98543 1.16322 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 249.451 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146911 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971926 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 295: 261.859 0.0169273 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.058394 0 +info: bbmax: 2.53946 1.14453 0 +info: bbsize: 2.89946 1.20293 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 305.491 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014604 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.965637 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 194: 320.352 0.0577861 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.46537 1.10733 0 +info: bbsize: 2.82537 1.20233 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 288.014 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0139405 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967586 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 302.292 0.0452684 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.52855 1.11625 0 +info: bbsize: 2.88855 1.21125 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 338.043 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131414 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.961956 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 291: 354.924 0.0488456 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.59858 1.09497 0 +info: bbsize: 2.95858 1.18997 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 278.968 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0128255 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968604 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 292.181 0.0350694 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.55444 1.11625 0 +info: bbsize: 2.91444 1.21125 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 272.195 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122229 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969373 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 222: 285.759 0.0382185 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.53185 1.09922 0 +info: bbsize: 2.89185 1.19422 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.208 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0129601 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972996 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 260: 252.184 0.034162 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.62854 1.15583 0 +info: bbsize: 2.98854 1.25083 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 301.799 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0137701 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.966034 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 316.796 0.0310414 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.50711 1.1404 0 +info: bbsize: 2.86711 1.2354 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 269.092 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0138025 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969715 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 282.546 0.0347684 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.165 0 +info: bbsize: 3.0175 1.26 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 296.74 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0105778 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.966604 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 231: 311.274 0.0300026 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.49555 1.14696 0 +info: bbsize: 2.85555 1.24196 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.041 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140952 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973885 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 249: 242.707 0.0435354 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6266 1.11623 0 +info: bbsize: 2.9866 1.21123 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 253.458 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0111011 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971475 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 265.12 0.0549504 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.28355 1.16213 0 +info: bbsize: 2.64355 1.25713 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 279.053 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0121752 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968594 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 292.53 0.0338526 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.54717 1.17677 0 +info: bbsize: 2.90717 1.27177 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 357.783 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0144251 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.959734 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 373.645 0.062108 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.16338 0 +info: bbsize: 3.0175 1.25838 0 +info: setting up22500Points +info: worst iteration-count:29 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 253.292 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0133291 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971494 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 169: 265.231 0.0491994 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.15402 0 +info: bbsize: 3.0175 1.24902 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 323.812 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122242 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.963557 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 339.851 0.0301496 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.473 1.12255 0 +info: bbsize: 2.833 1.21755 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 316.499 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0118804 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96438 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 240: 331.492 0.0588588 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.65277 1.09595 0 +info: bbsize: 3.01277 1.19095 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 283.24 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0116293 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968123 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 296.143 0.054793 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.54498 1.10913 0 +info: bbsize: 2.90498 1.20413 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 255.606 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122573 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971233 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 304: 267.902 0.0353475 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.06504 0 +info: bbsize: 3.0175 1.16004 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 295.028 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.010363 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.966796 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 309.679 0.0482631 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.14812 0 +info: bbsize: 3.0175 1.24312 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 257.028 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0083189 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971073 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 225: 269.797 0.0344004 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.62855 1.16406 0 +info: bbsize: 2.98855 1.25906 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 258.367 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0117439 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970922 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 269.874 0.0401674 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.37284 1.15352 0 +info: bbsize: 2.73284 1.24852 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 299.638 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0160765 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.966278 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 199: 314.378 0.0648766 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.46108 1.14168 0 +info: bbsize: 2.82108 1.23668 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 261.133 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0133491 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970655 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 217: 273.406 0.0612996 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.64626 1.16573 0 +info: bbsize: 3.00626 1.26073 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 258.095 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131587 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970953 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 316: 270.657 0.056618 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.40839 1.16461 0 +info: bbsize: 2.76839 1.25961 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 295.711 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.010812 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96672 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 225: 310.459 0.0473272 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.15364 0 +info: bbsize: 3.0175 1.24864 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.913 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147284 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973449 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 266: 247.483 0.0249892 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.52198 1.11734 0 +info: bbsize: 2.88198 1.21234 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 261.455 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013335 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970575 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 283: 274.461 0.016123 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.445 1.10472 0 +info: bbsize: 2.805 1.19972 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 260.914 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130128 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970639 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 228: 273.334 0.0454057 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.63865 1.13603 0 +info: bbsize: 2.99865 1.23103 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 274.414 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122356 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969116 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 288.058 0.0308934 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.57404 1.10554 0 +info: bbsize: 2.93404 1.20054 0 +info: setting up22500Points +info: worst iteration-count:26 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 286.019 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0115339 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96781 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 299.622 0.0403952 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.35603 1.14705 0 +info: bbsize: 2.71603 1.24205 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 277.458 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0105674 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968774 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 264: 291.267 0.0356097 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.60335 1.14844 0 +info: bbsize: 2.96335 1.24344 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.979 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120099 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972879 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 236: 252.976 0.0191082 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.08192 0 +info: bbsize: 3.0175 1.17692 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 262.478 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0115369 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97046 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 309: 275.311 0.0367373 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.08125 0 +info: bbmax: 2.65557 1.14812 0 +info: bbsize: 3.01557 1.22937 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 267.337 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0112152 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969913 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 361: 280.607 0.0321421 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.63697 1.13265 0 +info: bbsize: 2.99697 1.22765 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 257.301 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132868 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971042 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 270: 270.017 0.0269151 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.06634 0 +info: bbsize: 3.0175 1.16134 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 288.91 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148347 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967485 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 254: 303.237 0.0235924 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.45228 1.06223 0 +info: bbsize: 2.81228 1.15723 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 272.936 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0113799 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969283 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 295: 286.265 0.0316973 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.16734 0 +info: bbsize: 3.0175 1.26234 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 341.566 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.010463 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.961559 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 258: 358.606 0.0274781 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.14497 0 +info: bbsize: 3.0175 1.23997 0 +info: setting up22500Points +info: worst iteration-count:31 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 286.135 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0124676 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967797 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 229: 300.357 0.0354075 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.43975 1.09544 0 +info: bbsize: 2.79975 1.19044 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 248.633 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0129678 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972018 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 175: 260.384 0.0565796 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.38087 1.08943 0 +info: bbsize: 2.74087 1.18443 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 260.903 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127077 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970637 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 271.183 0.0558095 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.46278 1.12025 0 +info: bbsize: 2.82278 1.21525 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 262.906 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141616 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970412 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 283: 275.937 0.0282904 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.0949337 0 +info: bbmax: 2.6575 1.14024 0 +info: bbsize: 3.0175 1.23517 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 325.249 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0119214 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.963395 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 212: 340.822 0.0349593 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.64372 1.0525 0 +info: bbsize: 3.00372 1.1475 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 326.696 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0107315 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.963232 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 342.87 0.026237 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.11625 0 +info: bbsize: 3.0175 1.21125 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.383 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00721808 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973509 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 285: 247.036 0.0280001 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.06608 0 +info: bbsize: 3.0175 1.16108 0 +info: setting up22500Points +info: worst iteration-count:10 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 291.26 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00941284 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96722 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 231: 305.313 0.0373272 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.10525 0 +info: bbsize: 3.0175 1.20025 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 346.221 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0115527 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.961148 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 143: 362.535 0.0570737 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.62286 1.14885 0 +info: bbsize: 2.98286 1.24385 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 278.604 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0119867 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968757 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 292.104 0.0510293 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.59307 1.14812 0 +info: bbsize: 2.95307 1.24312 0 +info: setting up22500Points +info: worst iteration-count:30 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 257.624 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015389 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971008 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 270.485 0.0472684 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.59729 1.12015 0 +info: bbsize: 2.95729 1.21516 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 310.128 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0117237 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.965098 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 294: 325.329 0.0283465 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.12305 0 +info: bbsize: 3.0175 1.21805 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 262.715 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00991148 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970433 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 312: 275.62 0.0275899 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.60338 1.15311 0 +info: bbsize: 2.96338 1.24811 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.759 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120007 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973692 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 245.371 0.0331032 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.44397 1.12752 0 +info: bbsize: 2.80397 1.22252 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 283.341 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167926 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968112 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 296.747 0.049088 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.60635 1.11698 0 +info: bbsize: 2.96635 1.21198 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 273.407 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0118834 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96923 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 285.701 0.0599774 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.13354 0 +info: bbsize: 3.0175 1.22854 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 301.436 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00911246 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.966075 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 207: 315.472 0.0515595 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.16406 0 +info: bbsize: 3.0175 1.25906 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 249.385 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134275 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971933 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 261.363 0.0456747 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.40378 1.09883 0 +info: bbsize: 2.76378 1.19383 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 275.337 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146336 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969013 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 246: 288.343 0.0325241 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.64638 1.10265 0 +info: bbsize: 3.00638 1.19765 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 242.551 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0118938 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972703 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 259: 253.537 0.0439554 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.59213 1.07201 0 +info: bbsize: 2.95213 1.16701 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 336.977 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0123799 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.962078 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 328: 353.546 0.0416258 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.42505 1.1252 0 +info: bbsize: 2.78505 1.2202 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 259.907 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130097 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970749 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 231: 272.705 0.0296309 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.0813619 0 +info: bbmax: 2.445 1.11589 0 +info: bbsize: 2.805 1.19725 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 255.45 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015162 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971251 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 164: 267.961 0.0854988 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.54015 1.1465 0 +info: bbsize: 2.90015 1.2415 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 258.502 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0125001 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970907 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 247: 269.917 0.0547566 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.54892 1.14812 0 +info: bbsize: 2.90892 1.24312 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 289.38 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0139735 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967432 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 303.207 0.075952 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6297 1.10798 0 +info: bbsize: 2.9897 1.20298 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 267.126 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00824213 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969937 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 292: 280.342 0.0378409 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.32271 1.08079 0 +info: bbsize: 2.68271 1.17579 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 275.035 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00992348 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969047 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 257: 288.78 0.0253235 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.64568 1.14216 0 +info: bbsize: 3.00568 1.23716 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 315.806 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120417 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.964458 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 283: 330.349 0.0701877 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.57128 1.14798 0 +info: bbsize: 2.93128 1.24298 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 284.213 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120468 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968014 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 297.971 0.0406944 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.09133 0 +info: bbsize: 3.0175 1.18633 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 287.896 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0128398 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967712 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 225: 302.104 0.03425 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.15529 0 +info: bbsize: 3.0175 1.25029 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 272.258 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0107615 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969359 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 270: 285.659 0.0413873 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.50863 1.1708 0 +info: bbsize: 2.86863 1.2658 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 297.724 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0160692 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.966494 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 311.745 0.0386387 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.64006 1.10875 0 +info: bbsize: 3.00006 1.20375 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.48 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0145919 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974512 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 289: 237.277 0.026509 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.4807 1.13114 0 +info: bbsize: 2.8407 1.22614 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 270.479 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.012833 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969559 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 206: 283.579 0.0290488 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.1254 0 +info: bbsize: 3.0175 1.2204 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 269.589 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127376 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969659 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 224: 282.437 0.0528172 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.64583 1.14102 0 +info: bbsize: 3.00583 1.23602 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 280.521 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132416 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968429 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 294.507 0.0378721 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.5795 1.14812 0 +info: bbsize: 2.9395 1.24312 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 275.907 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131407 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968948 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 289.471 0.0382769 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.54635 1.06464 0 +info: bbsize: 2.90635 1.15964 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 249.457 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0118344 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971925 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 273: 261.243 0.0274762 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.60146 1.14812 0 +info: bbsize: 2.96146 1.24312 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 277.053 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0111192 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968872 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 290.359 0.0620501 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.43484 1.07254 0 +info: bbsize: 2.79484 1.16754 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 251.523 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0152724 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971693 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 256: 263.942 0.0346986 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.42256 1.14804 0 +info: bbsize: 2.78256 1.24304 0 +info: setting up22500Points +info: worst iteration-count:34 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 267.086 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131384 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969941 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 279.455 0.0422156 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.65462 1.09922 0 +info: bbsize: 3.01462 1.19422 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 269.944 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132077 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96962 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 283.11 0.0468952 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.35676 1.10361 0 +info: bbsize: 2.71676 1.19861 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 286.474 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134134 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967759 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 320: 300.758 0.0229568 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.0917462 0 +info: bbmax: 2.6575 1.11625 0 +info: bbsize: 3.0175 1.208 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 261.21 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122179 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970602 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 229: 273.678 0.042026 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.445 1.09008 0 +info: bbsize: 2.805 1.18508 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 271.748 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122565 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969416 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 284.549 0.0369429 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.11625 0 +info: bbsize: 3.0175 1.21125 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 278.334 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00939272 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968675 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 325: 291.625 0.0419345 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.51382 1.13329 0 +info: bbsize: 2.87382 1.22829 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 258.829 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143853 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970871 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 294: 271.551 0.0349143 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.445 1.11996 0 +info: bbsize: 2.805 1.21496 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 247.163 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00928993 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972183 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 232: 259.444 0.0304895 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.57232 1.13058 0 +info: bbsize: 2.93232 1.22558 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 289.958 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.01276 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.967367 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 304.274 0.0585419 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.63852 1.13841 0 +info: bbsize: 2.99852 1.23341 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 302.262 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0110498 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.965982 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 317.339 0.0429466 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.62665 1.12868 0 +info: bbsize: 2.98665 1.22368 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 266.697 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141856 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969985 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 257: 279.883 0.027867 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.44658 1.15933 0 +info: bbsize: 2.80658 1.25433 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 279.365 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132202 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.968559 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 309: 292.823 0.0333579 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.445 1.14756 0 +info: bbsize: 2.805 1.24256 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 269.457 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013538 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969674 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 282.633 0.0292981 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.65549 1.07288 0 +info: bbsize: 3.01549 1.16788 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 266.753 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0126111 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.969985 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 224: 278.892 0.0530028 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.57863 1.12318 0 +info: bbsize: 2.93863 1.21818 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 248.308 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0152383 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972054 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 165: 260.591 0.0615863 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.4976 1.0816 0 +info: bbsize: 2.8576 1.1766 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 261.957 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0114572 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.970518 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 193: 274.925 0.0212163 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.61901 1.14239 0 +info: bbsize: 2.97901 1.23739 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 337.165 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0107314 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.962054 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 228: 353.899 0.0526597 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.6575 1.14509 0 +info: bbsize: 3.0175 1.24009 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 314.063 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0125739 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.964654 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 275: 329.705 0.0259226 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.36 -0.095 0 +info: bbmax: 2.51241 1.13179 0 +info: bbsize: 2.87241 1.22679 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 270.826 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146448 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.96952 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 348: 284.285 0.0177896 diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.spearman b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.spearman new file mode 100644 index 0000000..d92a7bc --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171020-evolution1D_4x7_100Times_addedOne.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 110 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.19 +y -0.19 1.00 + +n= 110 + + +P + x y +x 0.0503 +y 0.0503 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 110 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-evo-error.png new file mode 100644 index 0000000..ec7950b Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-steps.png b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-steps.png new file mode 100644 index 0000000..1566d20 Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_regularity-vs-steps.png b/dokumentation/evolution1d/20171020-evolution1D_4x7_100Times_addedOne_regularity-vs-steps.png new 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+187.968,0.0201035,0.00111111,0.978845,207,197.095,0.0399027 +213.453,0.0168292,0.00111111,0.975977,190,224.087,0.0288318 +219.024,0.017168,0.00111111,0.97535,254,229.948,0.0190611 +199.468,0.0196977,0.00111111,0.977551,260,209.414,0.0308103 +238.393,0.0213402,0.00111111,0.97317,187,250.101,0.0195628 +209.099,0.0198555,0.00111111,0.976467,194,219.433,0.0317749 +194.13,0.0196069,0.00111111,0.978152,278,203.824,0.0172456 +200.102,0.0209277,0.00111111,0.97748,199,209.167,0.0328509 +183.427,0.0199804,0.00111111,0.979356,220,192.511,0.0297735 +191.681,0.0192451,0.00111111,0.978428,238,201.236,0.0205511 +213.367,0.0190531,0.00111111,0.975987,154,223.476,0.0399578 +212.537,0.0153109,0.00111111,0.97608,186,223.119,0.0415867 +240.507,0.0213148,0.00111111,0.972932,163,252.503,0.0222976 +211.405,0.0165473,0.00111111,0.976208,263,221.844,0.0324297 +225.422,0.0187176,0.00111111,0.97463,234,236.373,0.0366055 +211.011,0.0148638,0.00111111,0.976252,182,221.486,0.0206502 +210.256,0.0174415,0.00111111,0.976337,160,220.727,0.0204222 +217.209,0.019323,0.00111111,0.975554,204,228.05,0.0191575 +210.209,0.0225558,0.00111111,0.976342,184,220.544,0.0239447 +206.081,0.017393,0.00111111,0.976807,185,216.377,0.0093842 +221.445,0.0146833,0.00111111,0.975078,161,232.445,0.0262917 +242.088,0.0181286,0.00111111,0.972755,178,254.12,0.0180639 +213.359,0.0188093,0.00111111,0.975988,149,224,0.0393936 +219.037,0.018868,0.00111111,0.975349,173,229.801,0.035486 +201.648,0.0148883,0.00111111,0.977306,247,211.671,0.0210672 +197.345,0.0182581,0.00111111,0.97779,203,206.763,0.0345867 +199.057,0.019515,0.00111111,0.977597,178,208.842,0.0272527 +230.708,0.0170428,0.00111111,0.974035,145,241.647,0.0284395 +191.615,0.0211321,0.00111111,0.978435,220,200.545,0.0302029 +200.996,0.0198848,0.00111111,0.977379,148,210.728,0.0297074 +204.71,0.022276,0.00111111,0.976961,176,214.662,0.0238206 +204.41,0.0188267,0.00111111,0.976995,200,214.432,0.0297072 +212.194,0.0178961,0.00111111,0.976119,218,222.734,0.0288567 +195.299,0.0217078,0.00111111,0.97802,230,204.888,0.0335442 +217.03,0.0183731,0.00111111,0.975575,313,227.646,0.0197123 +207.129,0.0208927,0.00111111,0.976689,177,217.056,0.03195 +181.67,0.019443,0.00111111,0.979554,209,190.336,0.0231579 +187.536,0.0197584,0.00111111,0.978894,222,196.872,0.0199832 +207.254,0.0183979,0.00111111,0.976675,152,217.488,0.0372997 +188.784,0.0198524,0.00111111,0.978754,251,198.201,0.0188279 +187.669,0.0189986,0.00111111,0.978879,239,196.713,0.0255703 +177.618,0.0201662,0.00111111,0.98001,137,186.056,0.0372483 +204.647,0.0199072,0.00111111,0.976968,164,213.683,0.0293019 +257.265,0.0189825,0.00111111,0.971046,121,270.03,0.0289929 +192.284,0.02033,0.00111111,0.97836,252,201.837,0.0218422 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.error b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.error new file mode 100644 index 0000000..7cccd28 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.error @@ -0,0 +1,101 @@ +"Evolution error" +196.94 +209.683 +196.045 +191.37 +190.84 +193.974 +202.544 +237.786 +218.4 +207.719 +229.721 +191.136 +213.927 +197.336 +207.431 +245.039 +220.043 +214.432 +246.42 +202.553 +245.306 +192.882 +196.329 +203.052 +204.662 +236.452 +251.484 +190.782 +195.503 +259.133 +213.431 +225.349 +205.744 +222.595 +241.582 +217.141 +249.588 +184.459 +212.03 +193.133 +209.808 +215.712 +251.883 +193.995 +189.447 +250.443 +231.057 +199.026 +207.409 +211.962 +197.951 +255.613 +250.788 +213.319 +216.537 +197.095 +224.087 +229.948 +209.414 +250.101 +219.433 +203.824 +209.167 +192.511 +201.236 +223.476 +223.119 +252.503 +221.844 +236.373 +221.486 +220.727 +228.05 +220.544 +216.377 +232.445 +254.12 +224 +229.801 +211.671 +206.763 +208.842 +241.647 +200.545 +210.728 +214.662 +214.432 +222.734 +204.888 +227.646 +217.056 +190.336 +196.872 +217.488 +198.201 +196.713 +186.056 +213.683 +270.03 +201.837 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.fit.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.fit.log new file mode 100644 index 0000000..b6b4d5a --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.26528e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707236 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 191085 +rel. change during last iteration : -3.5658e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 44.157 +variance of residuals (reduced chisquare) = WSSR/ndf : 1949.84 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -801.741 +/- 2391 (298.2%) +b = 218.088 +/- 45.62 (20.92%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.995 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.2267e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988459 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 147724 +rel. change during last iteration : -4.79728e-07 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 38.8251 +variance of residuals (reduced chisquare) = WSSR/ndf : 1507.39 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 9976.22 +/- 1855 (18.6%) +bb = -9541.71 +/- 1812 (18.99%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.63731e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988459 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 5.78147 +rel. change during last iteration : -2.12322e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.242888 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0589946 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9327.12 +/- 11.61 (0.1244%) +bbb = 9326.98 +/- 11.34 (0.1216%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.log new file mode 100644 index 0000000..7b6b622 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 4.26528e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707236 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 191407 delta(WSSR)/WSSR : -21.2838 + delta(WSSR) : -4.07388e+06 limit for stopping : 1e-05 + lambda : 0.0707236 + +resultant parameter values + +a = 4.26373 +b = 201.775 +/ + + Iteration 2 + WSSR : 191279 delta(WSSR)/WSSR : -0.000670419 + delta(WSSR) : -128.237 limit for stopping : 1e-05 + lambda : 0.00707236 + +resultant parameter values + +a = -47.1714 +b = 203.756 +/ + + Iteration 3 + WSSR : 191088 delta(WSSR)/WSSR : -0.00100002 + delta(WSSR) : -191.092 limit for stopping : 1e-05 + lambda : 0.000707236 + +resultant parameter values + +a = -705.237 +b = 216.255 +/ + + Iteration 4 + WSSR : 191085 delta(WSSR)/WSSR : -1.66293e-05 + delta(WSSR) : -3.17761 limit for stopping : 1e-05 + lambda : 7.07236e-05 + +resultant parameter values + +a = -801.6 +b = 218.086 +/ + + Iteration 5 + WSSR : 191085 delta(WSSR)/WSSR : -3.5658e-11 + delta(WSSR) : -6.8137e-06 limit for stopping : 1e-05 + lambda : 7.07236e-06 + +resultant parameter values + +a = -801.741 +b = 218.088 + +After 5 iterations the fit converged. +final sum of squares of residuals : 191085 +rel. change during last iteration : -3.5658e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 44.157 +variance of residuals (reduced chisquare) = WSSR/ndf : 1949.84 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -801.741 +/- 2391 (298.2%) +b = 218.088 +/- 45.62 (20.92%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.995 1.000 + + + Iteration 0 + WSSR : 4.2267e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988459 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 190503 delta(WSSR)/WSSR : -21.1871 + delta(WSSR) : -4.0362e+06 limit for stopping : 1e-05 + lambda : 0.0988459 + +resultant parameter values + +aa = 103.189 +bb = 101.089 +/ + + Iteration 2 + WSSR : 188511 delta(WSSR)/WSSR : -0.0105682 + delta(WSSR) : -1992.23 limit for stopping : 1e-05 + lambda : 0.00988459 + +resultant parameter values + +aa = 325.036 +bb = -114.608 +/ + + Iteration 3 + WSSR : 151484 delta(WSSR)/WSSR : -0.244426 + delta(WSSR) : -37026.6 limit for stopping : 1e-05 + lambda : 0.000988459 + +resultant parameter values + +aa = 7045.82 +bb = -6679.35 +/ + + Iteration 4 + WSSR : 147724 delta(WSSR)/WSSR : -0.0254538 + delta(WSSR) : -3760.13 limit for stopping : 1e-05 + lambda : 9.88459e-05 + +resultant parameter values + +aa = 9963.5 +bb = -9529.28 +/ + + Iteration 5 + WSSR : 147724 delta(WSSR)/WSSR : -4.79728e-07 + delta(WSSR) : -0.0708672 limit for stopping : 1e-05 + lambda : 9.88459e-06 + +resultant parameter values + +aa = 9976.22 +bb = -9541.71 + +After 5 iterations the fit converged. +final sum of squares of residuals : 147724 +rel. change during last iteration : -4.79728e-07 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 38.8251 +variance of residuals (reduced chisquare) = WSSR/ndf : 1507.39 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 9976.22 +/- 1855 (18.6%) +bb = -9541.71 +/- 1812 (18.99%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.63731e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988459 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 39084.3 delta(WSSR)/WSSR : -117.649 + delta(WSSR) : -4.59823e+06 limit for stopping : 1e-05 + lambda : 0.0988459 + +resultant parameter values + +aaa = 105.492 +bbb = 112.304 +/ + + Iteration 2 + WSSR : 37242.9 delta(WSSR)/WSSR : -0.0494443 + delta(WSSR) : -1841.45 limit for stopping : 1e-05 + lambda : 0.00988459 + +resultant parameter values + +aaa = -105.47 +bbb = 319.436 +/ + + Iteration 3 + WSSR : 3438.73 delta(WSSR)/WSSR : -9.8304 + delta(WSSR) : -33804.1 limit for stopping : 1e-05 + lambda : 0.000988459 + +resultant parameter values + +aaa = -6527.14 +bbb = 6592.01 +/ + + Iteration 4 + WSSR : 5.84617 delta(WSSR)/WSSR : -587.203 + delta(WSSR) : -3432.89 limit for stopping : 1e-05 + lambda : 9.88459e-05 + +resultant parameter values + +aaa = -9314.96 +bbb = 9315.1 +/ + + Iteration 5 + WSSR : 5.78147 delta(WSSR)/WSSR : -0.0111909 + delta(WSSR) : -0.0646996 limit for stopping : 1e-05 + lambda : 9.88459e-06 + +resultant parameter values + +aaa = -9327.12 +bbb = 9326.98 +/ + + Iteration 6 + WSSR : 5.78147 delta(WSSR)/WSSR : -2.12322e-11 + delta(WSSR) : -1.22753e-10 limit for stopping : 1e-05 + lambda : 9.88459e-07 + +resultant parameter values + +aaa = -9327.12 +bbb = 9326.98 + +After 6 iterations the fit converged. +final sum of squares of residuals : 5.78147 +rel. change during last iteration : -2.12322e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.242888 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0589946 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9327.12 +/- 11.61 (0.1244%) +bbb = 9326.98 +/- 11.34 (0.1216%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.script b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.script new file mode 100644 index 0000000..b79d736 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times-addedOne_regularity-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.log new file mode 100644 index 0000000..8c28ce5 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.log @@ -0,0 +1,2141 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: setting target +info: setting source +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35395 1.15659 0 +info: bbsize: 2.62895 1.29409 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.745 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0182483 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97887 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 196.94 0.0221641 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38107 1.19011 0 +info: bbsize: 2.65607 1.32761 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.804 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0152344 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977513 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 206: 209.683 0.0142768 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0931537 0 +info: bbmax: 2.44782 1.20562 0 +info: bbsize: 2.72282 1.29877 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.97 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0181411 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978958 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 196.045 0.0300805 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.19271 1.15339 0 +info: bbsize: 2.46772 1.29089 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.366 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.019132 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979476 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 245: 191.37 0.0263319 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27131 1.15921 0 +info: bbsize: 2.54631 1.29671 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.893 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0197913 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979529 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 238: 190.84 0.0243627 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.20268 1.17942 0 +info: bbsize: 2.47768 1.31692 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.832 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161942 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979198 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 193.974 0.0217357 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36204 1.20621 0 +info: bbsize: 2.63704 1.34371 0 +info: setting up22500Points +info: worst iteration-count:33 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.909 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0193693 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978289 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 202.544 0.0319747 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.114805 0 +info: bbmax: 2.23494 1.12893 0 +info: bbsize: 2.50994 1.24373 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.472 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0204366 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974512 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 240: 237.786 0.0250503 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38284 1.16441 0 +info: bbsize: 2.65784 1.30191 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.156 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0183033 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976573 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 218.4 0.0217521 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35076 1.11223 0 +info: bbsize: 2.62576 1.24973 0 +info: setting up22500Points +info: worst iteration-count:45 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.122 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0213555 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977703 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 216: 207.719 0.0239459 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0806375 0 +info: bbmax: 2.37314 1.13331 0 +info: bbsize: 2.64814 1.21395 0 +info: setting up22500Points +info: worst iteration-count:33 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.91 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0234253 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975363 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 229.721 0.0230034 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29098 1.12936 0 +info: bbsize: 2.56598 1.26686 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.072 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0200981 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979509 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 191.136 0.0384825 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.24891 -0.1375 0 +info: bbmax: 2.26737 1.14337 0 +info: bbsize: 2.51628 1.28087 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.83 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0176375 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97706 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 213.927 0.0294044 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26138 1.16479 0 +info: bbsize: 2.53638 1.30229 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.971 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0162914 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978845 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 305: 197.336 0.0135234 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.17287 1.1885 0 +info: bbsize: 2.44787 1.326 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.237 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0184512 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97769 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 150: 207.431 0.0484778 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25547 1.21484 0 +info: bbsize: 2.53047 1.35234 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.46 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0203856 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973726 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 179: 245.039 0.0178918 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.18783 0 +info: bbsize: 2.61375 1.32533 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.599 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0177202 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976411 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 250: 220.043 0.0280449 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29158 1.16646 0 +info: bbsize: 2.56658 1.30396 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.434 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0187668 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976992 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 214.432 0.0211949 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35663 1.07986 0 +info: bbsize: 2.63163 1.21736 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 234.718 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161043 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973584 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 246.42 0.0239583 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.19519 1.18985 0 +info: bbsize: 2.47019 1.32735 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.939 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0228069 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978286 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 261: 202.553 0.0205101 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34168 1.13753 0 +info: bbsize: 2.61668 1.27503 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 234.394 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0169807 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97362 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 139: 245.306 0.0336572 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.236192 -0.1375 0 +info: bbmax: 2.31361 1.07489 0 +info: bbsize: 2.5498 1.21239 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.73 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159035 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979322 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 192.882 0.0172048 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43072 1.18121 0 +info: bbsize: 2.70572 1.31871 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.186 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0202169 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978933 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 196.329 0.0395863 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.253246 -0.1375 0 +info: bbmax: 2.2469 1.12052 0 +info: bbsize: 2.50014 1.25802 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.01 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0195768 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978165 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 244: 203.052 0.035514 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.129978 0 +info: bbmax: 2.25765 1.1837 0 +info: bbsize: 2.53265 1.31368 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.111 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0170059 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978041 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 204.662 0.0231966 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0928856 0 +info: bbmax: 2.12354 1.13875 0 +info: bbsize: 2.39854 1.23163 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.331 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0236187 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97464 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 236.452 0.0301883 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.201406 -0.123619 0 +info: bbmax: 2.38519 1.08162 0 +info: bbsize: 2.5866 1.20524 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 239.538 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189427 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973042 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 114: 251.484 0.0470329 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.243118 -0.133721 0 +info: bbmax: 2.36059 1.13655 0 +info: bbsize: 2.60371 1.27027 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.805 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0212591 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979539 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 190.782 0.0340786 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.19054 1.09656 0 +info: bbsize: 2.46554 1.23406 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.244 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0207094 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979039 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 195.503 0.0288453 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48061 1.1584 0 +info: bbsize: 2.75561 1.2959 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 246.843 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0173713 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972219 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 193: 259.133 0.0198506 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.19557 0 +info: bbsize: 2.61375 1.33307 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.277 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0181449 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977123 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 213.431 0.0257039 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31168 1.13582 0 +info: bbsize: 2.58668 1.27332 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.842 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0200148 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975821 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 238: 225.349 0.038947 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31311 1.18924 0 +info: bbsize: 2.58811 1.32674 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.658 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0187428 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977867 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 168: 205.744 0.0424655 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41989 1.15896 0 +info: bbsize: 2.69489 1.29646 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.094 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0177129 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97613 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 122: 222.595 0.0428265 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.272157 -0.1375 0 +info: bbmax: 2.29612 1.16946 0 +info: bbsize: 2.56828 1.30696 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 230.135 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0196257 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9741 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 151: 241.582 0.0438331 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29467 1.16246 0 +info: bbsize: 2.56967 1.29996 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.85 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0177107 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97672 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 266: 217.141 0.0213643 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23518 1.15736 0 +info: bbsize: 2.51018 1.29486 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 237.733 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0201347 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973245 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 168: 249.588 0.0356283 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42813 1.21329 0 +info: bbsize: 2.70313 1.35079 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 175.754 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.017217 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.98022 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 241: 184.459 0.028533 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27491 1.16602 0 +info: bbsize: 2.54991 1.30352 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.986 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0218777 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977268 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 179: 212.03 0.0387742 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27012 1.15899 0 +info: bbsize: 2.54512 1.29649 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.105 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0176688 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97928 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 289: 193.133 0.0333076 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48476 1.18222 0 +info: bbsize: 2.75976 1.31972 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.825 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0193904 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977511 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 209.808 0.0321669 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38287 1.17803 0 +info: bbsize: 2.65788 1.31553 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.585 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0179865 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976863 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 258: 215.712 0.027105 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.49712 1.16037 0 +info: bbsize: 2.77212 1.29787 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.325 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198335 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972953 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 251.883 0.0356981 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23341 1.1898 0 +info: bbsize: 2.50841 1.3273 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.794 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0187189 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979203 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 236: 193.995 0.0258967 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.190786 -0.0938549 0 +info: bbmax: 2.30351 1.15662 0 +info: bbsize: 2.49429 1.25048 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 180.454 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0186822 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979691 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 189.447 0.0269632 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42753 1.23381 0 +info: bbsize: 2.70253 1.37131 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 238.932 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0212528 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97311 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 117: 250.443 0.0437906 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41418 1.10912 0 +info: bbsize: 2.68918 1.24662 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.165 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0193828 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975109 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 134: 231.057 0.0497979 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.192055 -0.1375 0 +info: bbmax: 2.2413 1.15704 0 +info: bbsize: 2.43335 1.29454 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.713 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0180015 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978649 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 199.026 0.0212137 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29829 1.12584 0 +info: bbsize: 2.57329 1.26334 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.758 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0185375 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977744 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 151: 207.409 0.044357 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.233535 -0.1375 0 +info: bbmax: 2.39207 1.17239 0 +info: bbsize: 2.6256 1.30989 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.952 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0195493 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977272 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 260: 211.962 0.0261682 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23099 1.17497 0 +info: bbsize: 2.50599 1.31247 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.56 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159997 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978779 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 197.951 0.035823 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27192 1.15953 0 +info: bbsize: 2.54692 1.29703 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 243.499 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199009 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972596 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 207: 255.613 0.0301646 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.4379 1.12772 0 +info: bbsize: 2.7129 1.26522 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 239.081 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0196769 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973093 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 250.788 0.0312726 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29551 1.14819 0 +info: bbsize: 2.57051 1.28569 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.299 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0212421 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97712 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 273: 213.319 0.0212051 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33455 1.16427 0 +info: bbsize: 2.60955 1.30177 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.534 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0186378 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976756 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 216.537 0.0220651 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.222711 -0.1375 0 +info: bbmax: 2.42662 1.10428 0 +info: bbsize: 2.64933 1.24178 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.968 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0201035 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978845 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 207: 197.095 0.0399027 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.40137 1.08678 0 +info: bbsize: 2.67637 1.22428 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.453 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168292 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975977 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 224.087 0.0288318 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26809 1.21747 0 +info: bbsize: 2.54309 1.35497 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.024 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.017168 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97535 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 254: 229.948 0.0190611 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.110619 0 +info: bbmax: 2.35656 1.17822 0 +info: bbsize: 2.63156 1.28884 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.468 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0196977 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977551 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 260: 209.414 0.0308103 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25522 1.16937 0 +info: bbsize: 2.53022 1.30687 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 238.393 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0213402 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97317 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 250.101 0.0195628 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.135315 0 +info: bbmax: 2.38894 1.22615 0 +info: bbsize: 2.66394 1.36147 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.099 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198555 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976467 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 194: 219.433 0.0317749 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0961433 0 +info: bbmax: 2.34515 1.13782 0 +info: bbsize: 2.62015 1.23396 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.13 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0196069 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978152 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 278: 203.824 0.0172456 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2463 1.14657 0 +info: bbsize: 2.5213 1.28407 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.102 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0209277 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97748 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 199: 209.167 0.0328509 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0607645 0 +info: bbmax: 2.31322 1.14664 0 +info: bbsize: 2.58822 1.2074 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.427 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199804 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979356 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 192.511 0.0297735 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.32519 1.22178 0 +info: bbsize: 2.60019 1.35928 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.681 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0192451 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978428 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 238: 201.236 0.0205511 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.16735 1.21345 0 +info: bbsize: 2.44235 1.35095 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.367 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0190531 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975987 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 223.476 0.0399578 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.37253 1.11423 0 +info: bbsize: 2.64753 1.25173 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.537 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0153109 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97608 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 223.119 0.0415867 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34705 1.16925 0 +info: bbsize: 2.62205 1.30675 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.507 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0213148 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972932 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 163: 252.503 0.0222976 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38345 1.13521 0 +info: bbsize: 2.65845 1.27271 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.405 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165473 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976208 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 221.844 0.0324297 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27098 1.17902 0 +info: bbsize: 2.54598 1.31652 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.422 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0187176 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97463 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 234: 236.373 0.0366055 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39608 1.24466 0 +info: bbsize: 2.67108 1.38216 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.011 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148638 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976252 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 221.486 0.0206502 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25639 1.07375 0 +info: bbsize: 2.53139 1.21125 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.256 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0174415 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976337 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 220.727 0.0204222 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.128555 0 +info: bbmax: 2.3794 1.15553 0 +info: bbsize: 2.6544 1.28409 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.209 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.019323 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975554 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 228.05 0.0191575 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.218668 -0.1375 0 +info: bbmax: 2.324 1.17059 0 +info: bbsize: 2.54267 1.30809 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.209 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0225558 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976342 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 220.544 0.0239447 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.37023 1.17011 0 +info: bbsize: 2.64523 1.30761 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.081 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.017393 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976807 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 216.377 0.0093842 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25019 1.18831 0 +info: bbsize: 2.52519 1.32581 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.445 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146833 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975078 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 161: 232.445 0.0262917 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.14567 1.23908 0 +info: bbsize: 2.42067 1.37658 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 242.088 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0181286 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972755 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 254.12 0.0180639 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26648 1.16621 0 +info: bbsize: 2.54148 1.30371 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.359 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0188093 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975988 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 149: 224 0.0393936 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34193 1.24867 0 +info: bbsize: 2.61693 1.38617 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.037 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.018868 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975349 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 229.801 0.035486 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.32299 1.13762 0 +info: bbsize: 2.59799 1.27512 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.648 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148883 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977306 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 247: 211.671 0.0210672 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.4337 1.14658 0 +info: bbsize: 2.7087 1.28408 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.345 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0182581 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97779 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 206.763 0.0345867 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31034 1.13693 0 +info: bbsize: 2.58534 1.27443 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.057 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.019515 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977597 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 208.842 0.0272527 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.272995 -0.1375 0 +info: bbmax: 2.22863 1.14156 0 +info: bbsize: 2.50162 1.27906 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 230.708 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0170428 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974035 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 241.647 0.0284395 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2921 1.09485 0 +info: bbsize: 2.5671 1.23235 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.615 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0211321 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978435 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 200.545 0.0302029 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.164936 -0.12795 0 +info: bbmax: 2.40824 1.1064 0 +info: bbsize: 2.57318 1.23435 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.996 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198848 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977379 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 148: 210.728 0.0297074 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2994 1.12529 0 +info: bbsize: 2.5744 1.26279 0 +info: setting up22500Points +info: worst iteration-count:36 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.71 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.022276 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976961 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 214.662 0.0238206 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3476 1.22311 0 +info: bbsize: 2.6226 1.36061 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.41 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0188267 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976995 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 214.432 0.0297072 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33159 1.07597 0 +info: bbsize: 2.60659 1.21347 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.194 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0178961 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976119 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 218: 222.734 0.0288567 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.20023 1.13403 0 +info: bbsize: 2.47523 1.27153 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.299 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0217078 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97802 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 204.888 0.0335442 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27512 1.17128 0 +info: bbsize: 2.55012 1.30878 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.03 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0183731 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975575 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 313: 227.646 0.0197123 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33311 1.07952 0 +info: bbsize: 2.60811 1.21702 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.129 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0208927 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976689 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 177: 217.056 0.03195 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26482 1.18294 0 +info: bbsize: 2.53982 1.32044 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.67 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.019443 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979554 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 190.336 0.0231579 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.205717 -0.1375 0 +info: bbmax: 2.37802 1.14465 0 +info: bbsize: 2.58374 1.28215 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.536 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0197584 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978894 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 222: 196.872 0.0199832 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.12501 0 +info: bbmax: 2.3389 1.14893 0 +info: bbsize: 2.6139 1.27394 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.254 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0183979 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976675 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 152: 217.488 0.0372997 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41656 1.13325 0 +info: bbsize: 2.69156 1.27075 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.784 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198524 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978754 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 198.201 0.0188279 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.131957 0 +info: bbmax: 2.34647 1.21703 0 +info: bbsize: 2.62147 1.34899 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.669 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189986 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978879 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 239: 196.713 0.0255703 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.10592 1.19349 0 +info: bbsize: 2.38092 1.33099 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 177.618 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0201662 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.98001 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 137: 186.056 0.0372483 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31218 1.07988 0 +info: bbsize: 2.58718 1.21738 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.647 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199072 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976968 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 164: 213.683 0.0293019 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31521 1.23644 0 +info: bbsize: 2.59021 1.37394 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 257.265 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189825 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.971046 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 121: 270.03 0.0289929 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36989 1.17754 0 +info: bbsize: 2.64489 1.31504 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.284 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02033 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97836 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 252: 201.837 0.0218422 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.spearman b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.spearman new file mode 100644 index 0000000..a111c3d --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171020-evolution1D_5x5_100Times-addedOne.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.02 +y -0.02 1.00 + +n= 100 + + +P + x y +x 0.8461 +y 0.8461 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-evo-error.png new file mode 100644 index 0000000..1611da6 Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-steps.png b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-steps.png new file mode 100644 index 0000000..85ebd55 Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_regularity-vs-steps.png b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times-addedOne_regularity-vs-steps.png new file 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b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.error @@ -0,0 +1,101 @@ +"Evolution error" +222.265 +210.496 +219.661 +216.396 +227.519 +240.74 +208.51 +195.805 +236.503 +260.935 +198.559 +222.573 +231.708 +220.944 +232.462 +200.196 +232.786 +222.289 +227.732 +207.181 +230.616 +214.185 +243.327 +222.254 +224.844 +194.744 +243.161 +234.626 +236.939 +207.489 +184.696 +204.904 +212.168 +201.279 +218.814 +232.892 +230.05 +235.508 +216.939 +236.479 +222.522 +236.154 +243.686 +239.488 +206.689 +213.904 +219.704 +231.945 +225.771 +194.167 +187.585 +183.471 +188.175 +214.811 +208.903 +251.345 +207.332 +223.93 +215.194 +201.523 +217.973 +217.381 +217.963 +206.197 +236.455 +247.922 +229.254 +225.179 +232.89 +203.276 +220.572 +252.661 +234.239 +229.098 +213.754 +184.029 +200.827 +201.758 +227.599 +214.25 +275.187 +223.6 +220.599 +215.885 +189.174 +204.135 +226.485 +213.99 +246.78 +212.614 +277.143 +217.224 +256.629 +219.57 +257.111 +237.927 +217.288 +201.924 +206.962 +233.737 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.fit.log new file mode 100644 index 0000000..e2b112a --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.34137e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707241 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 224042 +rel. change during last iteration : -6.22481e-10 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 47.8136 +variance of residuals (reduced chisquare) = WSSR/ndf : 2286.14 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -3382.99 +/- 2656 (78.52%) +b = 269.51 +/- 51.79 (19.22%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.996 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.30453e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.965399 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 224312 +rel. change during last iteration : -4.70138e-12 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 47.8425 +variance of residuals (reduced chisquare) = WSSR/ndf : 2288.9 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 991.364 +/- 809 (81.6%) +bb = -717.625 +/- 752 (104.8%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.85341e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.965399 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 4.99405 +rel. change during last iteration : -2.82643e-06 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.225743 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0509597 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3144.45 +/- 3.817 (0.1214%) +bbb = 3144.19 +/- 3.548 (0.1128%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.log new file mode 100644 index 0000000..8a52f7c --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.log @@ -0,0 +1,261 @@ + + + Iteration 0 + WSSR : 4.34137e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707241 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 227857 delta(WSSR)/WSSR : -18.053 + delta(WSSR) : -4.11351e+06 limit for stopping : 1e-05 + lambda : 0.0707241 + +resultant parameter values + +a = 2.72407 +b = 202.778 +/ + + Iteration 2 + WSSR : 227318 delta(WSSR)/WSSR : -0.00237422 + delta(WSSR) : -539.701 limit for stopping : 1e-05 + lambda : 0.00707241 + +resultant parameter values + +a = -203.128 +b = 207.783 +/ + + Iteration 3 + WSSR : 224101 delta(WSSR)/WSSR : -0.0143554 + delta(WSSR) : -3217.05 limit for stopping : 1e-05 + lambda : 0.000707241 + +resultant parameter values + +a = -2957.55 +b = 261.251 +/ + + Iteration 4 + WSSR : 224042 delta(WSSR)/WSSR : -0.000261723 + delta(WSSR) : -58.6368 limit for stopping : 1e-05 + lambda : 7.07241e-05 + +resultant parameter values + +a = -3382.33 +b = 269.497 +/ + + Iteration 5 + WSSR : 224042 delta(WSSR)/WSSR : -6.22481e-10 + delta(WSSR) : -0.000139462 limit for stopping : 1e-05 + lambda : 7.07241e-06 + +resultant parameter values + +a = -3382.99 +b = 269.51 + +After 5 iterations the fit converged. +final sum of squares of residuals : 224042 +rel. change during last iteration : -6.22481e-10 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 47.8136 +variance of residuals (reduced chisquare) = WSSR/ndf : 2286.14 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -3382.99 +/- 2656 (78.52%) +b = 269.51 +/- 51.79 (19.22%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.996 1.000 + + + Iteration 0 + WSSR : 4.30453e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.965399 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 227170 delta(WSSR)/WSSR : -17.9485 + delta(WSSR) : -4.07736e+06 limit for stopping : 1e-05 + lambda : 0.0965399 + +resultant parameter values + +aa = 102.981 +bb = 107.131 +/ + + Iteration 2 + WSSR : 226223 delta(WSSR)/WSSR : -0.00418859 + delta(WSSR) : -947.555 limit for stopping : 1e-05 + lambda : 0.00965399 + +resultant parameter values + +aa = 252.273 +bb = -30.6331 +/ + + Iteration 3 + WSSR : 224317 delta(WSSR)/WSSR : -0.0084976 + delta(WSSR) : -1906.15 limit for stopping : 1e-05 + lambda : 0.000965399 + +resultant parameter values + +aa = 956.388 +bb = -685.114 +/ + + Iteration 4 + WSSR : 224312 delta(WSSR)/WSSR : -1.90727e-05 + delta(WSSR) : -4.27823 limit for stopping : 1e-05 + lambda : 9.65399e-05 + +resultant parameter values + +aa = 991.346 +bb = -717.608 +/ + + Iteration 5 + WSSR : 224312 delta(WSSR)/WSSR : -4.70138e-12 + delta(WSSR) : -1.05458e-06 limit for stopping : 1e-05 + lambda : 9.65399e-06 + +resultant parameter values + +aa = 991.364 +bb = -717.625 + +After 5 iterations the fit converged. +final sum of squares of residuals : 224312 +rel. change during last iteration : -4.70138e-12 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 47.8425 +variance of residuals (reduced chisquare) = WSSR/ndf : 2288.9 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 991.364 +/- 809 (81.6%) +bb = -717.625 +/- 752 (104.8%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.85341e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.965399 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 37027.2 delta(WSSR)/WSSR : -130.077 + delta(WSSR) : -4.81638e+06 limit for stopping : 1e-05 + lambda : 0.0965399 + +resultant parameter values + +aaa = 103.355 +bbb = 124.231 +/ + + Iteration 2 + WSSR : 25575.9 delta(WSSR)/WSSR : -0.447736 + delta(WSSR) : -11451.3 limit for stopping : 1e-05 + lambda : 0.00965399 + +resultant parameter values + +aaa = -440.459 +bbb = 630.803 +/ + + Iteration 3 + WSSR : 62.2579 delta(WSSR)/WSSR : -409.806 + delta(WSSR) : -25513.7 limit for stopping : 1e-05 + lambda : 0.000965399 + +resultant parameter values + +aaa = -3016.49 +bbb = 3025.25 +/ + + Iteration 4 + WSSR : 4.99407 delta(WSSR)/WSSR : -11.4664 + delta(WSSR) : -57.2638 limit for stopping : 1e-05 + lambda : 9.65399e-05 + +resultant parameter values + +aaa = -3144.39 +bbb = 3144.13 +/ + + Iteration 5 + WSSR : 4.99405 delta(WSSR)/WSSR : -2.82643e-06 + delta(WSSR) : -1.41153e-05 limit for stopping : 1e-05 + lambda : 9.65399e-06 + +resultant parameter values + +aaa = -3144.45 +bbb = 3144.19 + +After 5 iterations the fit converged. +final sum of squares of residuals : 4.99405 +rel. change during last iteration : -2.82643e-06 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.225743 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0509597 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3144.45 +/- 3.817 (0.1214%) +bbb = 3144.19 +/- 3.548 (0.1128%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.script b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.script new file mode 100644 index 0000000..7a89321 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171020-evolution1D_5x5_100Times.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times_regularity-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171020-evolution1D_5x5_100Times.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times_improvement-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171020-evolution1D_5x5_100Times.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171020-evolution1D_5x5_100Times_improvement-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.log new file mode 100644 index 0000000..63ef84f --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.log @@ -0,0 +1,2131 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: setting target +info: setting source +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.20908 1.15855 0 +info: bbsize: 2.48408 1.29605 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.698 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0203679 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929303 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 218: 222.265 0.0304584 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.17764 1.12182 0 +info: bbsize: 2.45264 1.25932 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.554 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0211861 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933025 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 210.496 0.019554 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36706 1.15749 0 +info: bbsize: 2.64206 1.29499 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.312 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0193559 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9301 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 219.661 0.0276531 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39731 1.23311 0 +info: bbsize: 2.67231 1.37061 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.148 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0172566 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931157 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 216.396 0.0235405 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.128653 0 +info: bbmax: 2.36481 1.16937 0 +info: bbsize: 2.63981 1.29803 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.079 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0195466 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927506 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 227.519 0.0433189 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.126823 0 +info: bbmax: 2.32206 1.19428 0 +info: bbsize: 2.59706 1.32111 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.411 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0196263 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.923388 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 240.74 0.0228817 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45016 1.1251 0 +info: bbsize: 2.72516 1.2626 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.52 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0203185 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93337 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 234: 208.51 0.0291453 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.134659 -0.1375 0 +info: bbmax: 2.38195 1.15821 0 +info: bbsize: 2.51661 1.29571 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.604 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0212737 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937683 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 259: 195.805 0.0213456 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2425 1.0789 0 +info: bbsize: 2.5175 1.2164 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.306 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0213791 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924759 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 236: 236.503 0.0252631 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29687 1.20545 0 +info: bbsize: 2.57187 1.34295 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 248.528 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0193633 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.917004 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 221: 260.935 0.0160484 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.44216 1.24772 0 +info: bbsize: 2.71716 1.38522 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.883 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0191517 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936588 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 136: 198.559 0.0362213 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.47284 1.18227 0 +info: bbsize: 2.74784 1.31977 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.6 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166038 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929002 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 222.573 0.031822 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48136 1.14786 0 +info: bbsize: 2.75636 1.28536 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.85 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161934 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926247 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 231.708 0.0293863 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30877 1.19225 0 +info: bbsize: 2.58377 1.32975 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.742 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0191138 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929622 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 220.944 0.0260993 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34666 1.15589 0 +info: bbsize: 2.62166 1.29339 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.447 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0184165 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926047 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 262: 232.462 0.0200636 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31199 1.18327 0 +info: bbsize: 2.58699 1.32077 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.705 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0171791 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936314 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 200.196 0.0282271 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.12517 1.0836 0 +info: bbsize: 2.40017 1.2211 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.909 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0209993 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925893 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 232.786 0.0333187 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33055 1.15661 0 +info: bbsize: 2.60555 1.29411 0 +info: setting up22500Points +info: worst iteration-count:26 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.712 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165509 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929298 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 243: 222.289 0.0160656 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.15951 1.08463 0 +info: bbsize: 2.43451 1.22213 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.07 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0231196 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927509 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 227.732 0.0261153 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.17581 1.18665 0 +info: bbsize: 2.45081 1.32415 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.775 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0203953 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933953 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 252: 207.181 0.0323614 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39818 1.14973 0 +info: bbsize: 2.67318 1.28723 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.904 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168872 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926563 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 120: 230.616 0.0328043 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0921858 0 +info: bbmax: 2.41028 1.16937 0 +info: bbsize: 2.68528 1.26156 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.335 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0180441 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931762 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 214.185 0.0296326 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.191788 -0.1375 0 +info: bbmax: 2.44442 1.24963 0 +info: bbsize: 2.63621 1.38713 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.939 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.018535 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.922544 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 128: 243.327 0.0304083 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36756 1.12127 0 +info: bbsize: 2.64256 1.25877 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.724 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0185923 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929295 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 270: 222.254 0.0414344 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25468 1.15966 0 +info: bbsize: 2.52968 1.29716 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.148 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0206654 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928485 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 234: 224.844 0.0317975 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.15096 1.1564 0 +info: bbsize: 2.42596 1.2939 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.847 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0204202 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937936 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 165: 194.744 0.034174 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.46158 1.16026 0 +info: bbsize: 2.73658 1.29776 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.03 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0193975 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.922513 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 92: 243.161 0.0396967 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.228387 -0.131607 0 +info: bbmax: 2.1475 1.15122 0 +info: bbsize: 2.37589 1.28283 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.982 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0236268 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925201 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 234.626 0.0255705 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.44787 1.09999 0 +info: bbsize: 2.72287 1.23749 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.077 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.01857 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924501 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 115: 236.939 0.0416214 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29575 1.15156 0 +info: bbsize: 2.57075 1.28906 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.984 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164528 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933883 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 150: 207.489 0.0291136 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27443 1.18202 0 +info: bbsize: 2.54943 1.31952 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 176.084 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198163 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941197 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 258: 184.696 0.0302269 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29854 1.10483 0 +info: bbsize: 2.57354 1.24233 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.22 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0163427 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934806 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 204.904 0.0349146 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.239276 -0.1375 0 +info: bbmax: 2.36364 1.21719 0 +info: bbsize: 2.60292 1.35469 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.893 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0217023 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932244 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 212.168 0.0292404 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31047 1.11054 0 +info: bbsize: 2.58547 1.24804 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.762 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0176933 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935961 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 201.279 0.0218102 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.265735 -0.1375 0 +info: bbmax: 2.31484 1.17956 0 +info: bbsize: 2.58057 1.31706 0 +info: setting up22500Points +info: worst iteration-count:30 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.412 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0212612 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930401 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 218.814 0.0210822 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3107 1.1626 0 +info: bbsize: 2.5857 1.3001 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.844 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0210909 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925915 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 232.892 0.0258153 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.40252 1.20152 0 +info: bbsize: 2.67752 1.33902 0 +info: setting up22500Points +info: worst iteration-count:33 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.113 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0184739 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926827 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 230.05 0.0414932 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.13035 1.19774 0 +info: bbsize: 2.40535 1.33524 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 224.465 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246122 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.92504 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 235.508 0.0250082 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29614 1.17926 0 +info: bbsize: 2.57114 1.31676 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.774 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198917 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930947 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 216.939 0.0310308 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.19933 1.14238 0 +info: bbsize: 2.47433 1.27988 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.859 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0172615 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924574 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 236.479 0.0398825 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41448 1.1001 0 +info: bbsize: 2.68948 1.2376 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.461 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0204119 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929048 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 149: 222.522 0.0337725 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.15953 1.18243 0 +info: bbsize: 2.43453 1.31993 0 +info: setting up22500Points +info: worst iteration-count:26 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 224.924 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0217016 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924886 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 130: 236.154 0.0354094 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.134523 0 +info: bbmax: 2.27618 1.22348 0 +info: bbsize: 2.55118 1.358 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.115 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0210782 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.922485 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 243.686 0.0172863 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25695 1.12828 0 +info: bbsize: 2.53195 1.26578 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 228.396 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0196268 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.923727 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 238: 239.488 0.0184422 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.09377 0 +info: bbsize: 2.61375 1.23127 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.881 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.019569 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934251 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 255: 206.689 0.0295242 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.137056 0 +info: bbmax: 2.42449 1.17972 0 +info: bbsize: 2.69949 1.31678 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.716 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0180094 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931635 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 155: 213.904 0.0298783 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38368 1.20201 0 +info: bbsize: 2.65868 1.33951 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.447 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0191448 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930055 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 118: 219.704 0.0312759 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.217332 -0.1375 0 +info: bbmax: 2.21694 1.19968 0 +info: bbsize: 2.43427 1.33718 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.317 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189707 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926091 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 231.945 0.0391334 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.16831 1.16448 0 +info: bbsize: 2.44331 1.30198 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.094 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199488 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928169 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 216: 225.771 0.0197891 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27611 1.13926 0 +info: bbsize: 2.55111 1.27676 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.929 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.01736 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938243 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 194.167 0.0307934 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2953 1.1823 0 +info: bbsize: 2.5703 1.3198 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 178.666 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198813 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940334 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 187.585 0.0149118 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38666 1.15578 0 +info: bbsize: 2.66166 1.29328 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 174.929 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189218 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941582 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 195: 183.471 0.0197701 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.19903 1.19448 0 +info: bbsize: 2.47403 1.33198 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.673 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165947 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939998 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 188.175 0.0268256 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26442 1.13575 0 +info: bbsize: 2.53942 1.27325 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.903 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0174921 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931572 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 214.811 0.0341155 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.4855 1.13593 0 +info: bbsize: 2.7605 1.27343 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.996 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198215 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933545 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 174: 208.903 0.022187 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.224106 -0.1375 0 +info: bbmax: 2.41093 1.07519 0 +info: bbsize: 2.63504 1.21269 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 239.497 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0229021 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.920019 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 251.345 0.0363502 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.129636 0 +info: bbmax: 2.35801 1.13081 0 +info: bbsize: 2.63301 1.26045 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.617 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0190836 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934006 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 264: 207.332 0.0225783 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.49668 1.21221 0 +info: bbsize: 2.77168 1.34971 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.541 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0182262 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928688 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 171: 223.93 0.024467 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.192045 -0.122313 0 +info: bbmax: 2.42446 1.19112 0 +info: bbsize: 2.61651 1.31343 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.246 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.018593 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931458 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 215.194 0.0259352 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.114708 0 +info: bbmax: 2.16885 1.19947 0 +info: bbsize: 2.44385 1.31418 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.01 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.021189 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935878 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 201.523 0.0356566 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3362 1.17797 0 +info: bbsize: 2.6112 1.31547 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.623 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0200966 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930664 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 162: 217.973 0.0237469 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.40909 1.103 0 +info: bbsize: 2.68409 1.2405 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.124 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0203329 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930831 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 275: 217.381 0.0377496 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48738 1.18807 0 +info: bbsize: 2.76238 1.32557 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.6 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015955 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930672 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 313: 217.963 0.034054 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.18946 1.15401 0 +info: bbsize: 2.46446 1.29151 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.464 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0215318 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934391 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 148: 206.197 0.0255094 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39382 1.16242 0 +info: bbsize: 2.66882 1.29992 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.291 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0188696 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924764 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 253: 236.455 0.0269747 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.119289 0 +info: bbmax: 2.33883 1.15314 0 +info: bbsize: 2.61383 1.27242 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 236.139 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0195817 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.921141 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 247.922 0.0181545 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26894 1.05372 0 +info: bbsize: 2.54394 1.19122 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.667 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0236608 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926976 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 261: 229.254 0.0200224 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.167335 -0.1375 0 +info: bbmax: 2.49962 1.12586 0 +info: bbsize: 2.66695 1.26336 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.905 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0183248 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928232 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 232: 225.179 0.0317272 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.119187 0 +info: bbmax: 2.35265 1.11479 0 +info: bbsize: 2.62765 1.23398 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.269 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0210694 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925773 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 217: 232.89 0.0322418 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.16711 -0.1375 0 +info: bbmax: 2.38017 1.15002 0 +info: bbsize: 2.54728 1.28752 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.848 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0176874 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935264 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 203.276 0.0293206 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30373 1.15902 0 +info: bbsize: 2.57873 1.29652 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.394 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0173601 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929739 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 220.572 0.023589 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2699 1.07771 0 +info: bbsize: 2.5449 1.21521 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.818 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0172322 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.919578 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 252.661 0.037452 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0432752 0 +info: bbmax: 2.25065 1.14525 0 +info: bbsize: 2.52565 1.18852 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.163 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0214412 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925474 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 234.239 0.030632 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30397 1.05128 0 +info: bbsize: 2.57897 1.18878 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.88 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0208812 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926905 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 110: 229.098 0.0257352 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.264255 -0.1375 0 +info: bbmax: 2.43503 1.18973 0 +info: bbsize: 2.69929 1.32723 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.933 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0179055 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931896 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 229: 213.754 0.0315607 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.212504 -0.1375 0 +info: bbmax: 2.42152 1.20241 0 +info: bbsize: 2.63403 1.33991 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 175.337 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0219549 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941446 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 169: 184.029 0.0185983 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.102948 0 +info: bbmax: 2.22606 1.15492 0 +info: bbsize: 2.50106 1.25787 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.342 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0173847 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936101 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 200.827 0.0293542 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.112032 0 +info: bbmax: 2.19658 1.16224 0 +info: bbsize: 2.47158 1.27427 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.271 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0211125 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935791 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 201.758 0.022909 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.17405 1.09782 0 +info: bbsize: 2.44905 1.23532 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.045 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0184074 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927518 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 143: 227.599 0.021528 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.23081 -0.1375 0 +info: bbmax: 2.31577 1.06669 0 +info: bbsize: 2.54658 1.20419 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.268 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199404 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931784 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 214.25 0.0243066 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.135744 0 +info: bbmax: 2.4128 1.18045 0 +info: bbsize: 2.6878 1.31619 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 262.346 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165844 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.912389 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 275.187 0.0384815 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.234734 -0.1375 0 +info: bbmax: 2.30006 1.19607 0 +info: bbsize: 2.53479 1.33357 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.393 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0220227 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928737 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 122: 223.6 0.031075 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.14426 0 +info: bbsize: 2.61375 1.28176 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.514 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189866 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929698 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 219: 220.599 0.034692 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.24696 1.16613 0 +info: bbsize: 2.52196 1.30363 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.999 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198525 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931206 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 143: 215.885 0.0323366 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.223362 -0.129137 0 +info: bbmax: 2.31128 1.21719 0 +info: bbsize: 2.53464 1.34632 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 180.234 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0208046 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93981 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 234: 189.174 0.0261096 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33696 1.20096 0 +info: bbsize: 2.61196 1.33846 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.507 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0183817 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935044 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 133: 204.135 0.0318449 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.1475 1.20381 0 +info: bbsize: 2.4225 1.34131 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.956 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189058 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927881 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 330: 226.485 0.0239564 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.113876 0 +info: bbmax: 2.26214 1.20719 0 +info: bbsize: 2.53714 1.32106 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.924 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.017231 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931899 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 213.99 0.0323069 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35199 1.18803 0 +info: bbsize: 2.62699 1.32553 0 +info: setting up22500Points +info: worst iteration-count:10 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.067 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189216 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.921499 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 234: 246.78 0.0289497 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31149 1.18963 0 +info: bbsize: 2.58649 1.32713 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.496 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0204575 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932376 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 212.614 0.0216976 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.140515 -0.1375 0 +info: bbmax: 2.47318 1.16576 0 +info: bbsize: 2.6137 1.30326 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 263.952 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199218 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.911853 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 277.143 0.0245278 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.134099 0 +info: bbmax: 2.29741 1.21432 0 +info: bbsize: 2.57241 1.34842 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.128 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0216716 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930829 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 217.224 0.0321473 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.0927863 0 +info: bbmax: 2.43128 1.22521 0 +info: bbsize: 2.70628 1.318 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 244.798 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.019198 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.918249 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 260: 256.629 0.0334971 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33771 1.15939 0 +info: bbsize: 2.61271 1.29689 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.179 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.020316 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930144 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 341: 219.57 0.0166192 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39895 1.19444 0 +info: bbsize: 2.67395 1.33194 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 245.103 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0189129 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.918147 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 257.111 0.0263794 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.32222 1.1945 0 +info: bbsize: 2.59722 1.332 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.778 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168544 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924267 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 237.927 0.0176314 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.37698 1.21552 0 +info: bbsize: 2.65198 1.35302 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.236 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0195923 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930793 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 217.288 0.0189774 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.10986 1.15373 0 +info: bbsize: 2.38486 1.29123 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.594 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0198456 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935683 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 226: 201.924 0.0274001 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.120551 0 +info: bbmax: 2.35465 1.21329 0 +info: bbsize: 2.62965 1.33384 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.183 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0185432 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93415 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 285: 206.962 0.0215739 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35341 1.22852 0 +info: bbsize: 2.62841 1.36602 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.895 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0181898 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925564 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 233.737 0.0213808 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.spearman b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.spearman new file mode 100644 index 0000000..f6df0f0 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171020-evolution1D_5x5_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.13 +y -0.13 1.00 + +n= 100 + + +P + x y +x 0.1926 +y 0.1926 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.csv b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.csv new file mode 100644 index 0000000..9f756bd --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.csv @@ -0,0 +1,106 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +185.647,0.014356,0.00111111,0.979107,223,194.608,0.0251885 +228.278,0.0166674,0.00111111,0.974309,96,239.386,0.0587051 +210.224,0.0156879,0.00111111,0.976341,148,220.631,0.0169237 +210.616,0.0124586,0.00111111,0.976305,233,220.99,0.0228667 +273.644,0.0178481,0.00111111,0.969203,121,286.984,0.0348054 +201.39,0.0178169,0.00111111,0.977335,204,211.406,0.0303567 +209.903,0.0171999,0.00111111,0.976489,120,219.459,0.0409589 +222.808,0.0168139,0.00111111,0.975037,225,233.543,0.0401666 +203.319,0.0169448,0.00111111,0.977118,210,213.447,0.0235074 +211.049,0.0176901,0.00111111,0.976248,254,221.233,0.0277544 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b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.error new file mode 100644 index 0000000..9269040 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.error @@ -0,0 +1,106 @@ +"Evolution error" +194.608 +239.386 +220.631 +220.99 +286.984 +211.406 +219.459 +233.543 +213.447 +221.233 +208.084 +212.582 +254.405 +232.994 +203.263 +203.409 +197.35 +189.628 +217.243 +223.551 +181.247 +228.391 +221.701 +252.128 +210.65 +226.253 +212.413 +215.916 +225.395 +242.464 +194.468 +223.975 +191.243 +223.213 +206.498 +200.508 +232.713 +233.455 +218.831 +278.472 +202.505 +237.611 +222.704 +215.068 +243.65 +279.577 +185.929 +200.348 +212.262 +216.56 +220.799 +203.551 +215.113 +252.985 +189.53 +246.286 +200.739 +274.27 +207.251 +223.877 +218.369 +184.794 +228.064 +242.68 +207.781 +180.093 +240.421 +244.614 +230.875 +166.147 +244.438 +236.881 +269.08 +226.565 +209.625 +230.205 +183.499 +224.238 +255.764 +243.406 +202.853 +236.104 +244.282 +246.25 +245.252 +221.375 +250.708 +197.442 +216.343 +205.377 +197.24 +213.491 +242.953 +202.597 +257.093 +269.909 +240.485 +193.523 +220.534 +241.175 +249.694 +220.167 +261.211 +199.087 +200.364 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.fit.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.fit.log new file mode 100644 index 0000000..358a1b6 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 2:5 + format = x:z + #datapoints = 105 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 5.50446e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707196 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 357529 +rel. change during last iteration : -2.04772e-09 + +degrees of freedom (FIT_NDF) : 103 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 58.9165 +variance of residuals (reduced chisquare) = WSSR/ndf : 3471.16 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -8895.71 +/- 3121 (35.09%) +b = 362.23 +/- 49.61 (13.7%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.993 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 4:5 + format = x:z + #datapoints = 105 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 5.46001e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988111 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 313329 +rel. change during last iteration : -7.67387e-08 + +degrees of freedom (FIT_NDF) : 103 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 55.1546 +variance of residuals (reduced chisquare) = WSSR/ndf : 3042.03 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 10277.4 +/- 2107 (20.5%) +bb = -9809.71 +/- 2056 (20.96%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 4:6 + format = x:z + #datapoints = 105 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 5.18982e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988111 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 12.9217 +rel. change during last iteration : -9.78104e-13 + +degrees of freedom (FIT_NDF) : 103 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.354194 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.125453 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9289.92 +/- 13.53 (0.1456%) +bbb = 9290.67 +/- 13.21 (0.1421%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.log new file mode 100644 index 0000000..a5e305a --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 5.50446e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707196 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 385823 delta(WSSR)/WSSR : -13.2668 + delta(WSSR) : -5.11864e+06 limit for stopping : 1e-05 + lambda : 0.0707196 + +resultant parameter values + +a = -1.86573 +b = 220.792 +/ + + Iteration 2 + WSSR : 382086 delta(WSSR)/WSSR : -0.0097808 + delta(WSSR) : -3737.11 limit for stopping : 1e-05 + lambda : 0.00707196 + +resultant parameter values + +a = -593.106 +b = 231.171 +/ + + Iteration 3 + WSSR : 357901 delta(WSSR)/WSSR : -0.067574 + delta(WSSR) : -24184.8 limit for stopping : 1e-05 + lambda : 0.000707196 + +resultant parameter values + +a = -7873.39 +b = 346.092 +/ + + Iteration 4 + WSSR : 357529 delta(WSSR)/WSSR : -0.00104138 + delta(WSSR) : -372.325 limit for stopping : 1e-05 + lambda : 7.07196e-05 + +resultant parameter values + +a = -8894.28 +b = 362.207 +/ + + Iteration 5 + WSSR : 357529 delta(WSSR)/WSSR : -2.04772e-09 + delta(WSSR) : -0.000732119 limit for stopping : 1e-05 + lambda : 7.07196e-06 + +resultant parameter values + +a = -8895.71 +b = 362.23 + +After 5 iterations the fit converged. +final sum of squares of residuals : 357529 +rel. change during last iteration : -2.04772e-09 + +degrees of freedom (FIT_NDF) : 103 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 58.9165 +variance of residuals (reduced chisquare) = WSSR/ndf : 3471.16 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -8895.71 +/- 3121 (35.09%) +b = 362.23 +/- 49.61 (13.7%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.993 1.000 + + + Iteration 0 + WSSR : 5.46001e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988111 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 384230 delta(WSSR)/WSSR : -13.2103 + delta(WSSR) : -5.07578e+06 limit for stopping : 1e-05 + lambda : 0.0988111 + +resultant parameter values + +aa = 114.034 +bb = 109.495 +/ + + Iteration 2 + WSSR : 379288 delta(WSSR)/WSSR : -0.0130279 + delta(WSSR) : -4941.33 limit for stopping : 1e-05 + lambda : 0.00988111 + +resultant parameter values + +aa = 467.204 +bb = -234.184 +/ + + Iteration 3 + WSSR : 316453 delta(WSSR)/WSSR : -0.198559 + delta(WSSR) : -62834.8 limit for stopping : 1e-05 + lambda : 0.000988111 + +resultant parameter values + +aa = 8142.31 +bb = -7725.68 +/ + + Iteration 4 + WSSR : 313329 delta(WSSR)/WSSR : -0.00997133 + delta(WSSR) : -3124.31 limit for stopping : 1e-05 + lambda : 9.88111e-05 + +resultant parameter values + +aa = 10271.5 +bb = -9803.93 +/ + + Iteration 5 + WSSR : 313329 delta(WSSR)/WSSR : -7.67387e-08 + delta(WSSR) : -0.0240445 limit for stopping : 1e-05 + lambda : 9.88111e-06 + +resultant parameter values + +aa = 10277.4 +bb = -9809.71 + +After 5 iterations the fit converged. +final sum of squares of residuals : 313329 +rel. change during last iteration : -7.67387e-08 + +degrees of freedom (FIT_NDF) : 103 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 55.1546 +variance of residuals (reduced chisquare) = WSSR/ndf : 3042.03 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 10277.4 +/- 2107 (20.5%) +bb = -9809.71 +/- 2056 (20.96%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 5.18982e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.988111 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 60660.8 delta(WSSR)/WSSR : -84.5548 + delta(WSSR) : -5.12916e+06 limit for stopping : 1e-05 + lambda : 0.0988111 + +resultant parameter values + +aaa = 107.576 +bbb = 116.947 +/ + + Iteration 2 + WSSR : 56417.5 delta(WSSR)/WSSR : -0.0752119 + delta(WSSR) : -4243.27 limit for stopping : 1e-05 + lambda : 0.00988111 + +resultant parameter values + +aaa = -218.01 +bbb = 435.791 +/ + + Iteration 3 + WSSR : 2684.68 delta(WSSR)/WSSR : -20.0146 + delta(WSSR) : -53732.8 limit for stopping : 1e-05 + lambda : 0.000988111 + +resultant parameter values + +aaa = -7315.5 +bbb = 7363.48 +/ + + Iteration 4 + WSSR : 12.9423 delta(WSSR)/WSSR : -206.435 + delta(WSSR) : -2671.74 limit for stopping : 1e-05 + lambda : 9.88111e-05 + +resultant parameter values + +aaa = -9284.44 +bbb = 9285.32 +/ + + Iteration 5 + WSSR : 12.9217 delta(WSSR)/WSSR : -0.00159124 + delta(WSSR) : -0.0205615 limit for stopping : 1e-05 + lambda : 9.88111e-06 + +resultant parameter values + +aaa = -9289.92 +bbb = 9290.67 +/ + + Iteration 6 + WSSR : 12.9217 delta(WSSR)/WSSR : -9.78104e-13 + delta(WSSR) : -1.26388e-11 limit for stopping : 1e-05 + lambda : 9.88111e-07 + +resultant parameter values + +aaa = -9289.92 +bbb = 9290.67 + +After 6 iterations the fit converged. +final sum of squares of residuals : 12.9217 +rel. change during last iteration : -9.78104e-13 + +degrees of freedom (FIT_NDF) : 103 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.354194 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.125453 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9289.92 +/- 13.53 (0.1456%) +bbb = 9290.67 +/- 13.21 (0.1421%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.script b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.script new file mode 100644 index 0000000..2c4efbc --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times_2-addedOne_regularity-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times_2-addedOne.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.log new file mode 100644 index 0000000..2797240 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.log @@ -0,0 +1,2236 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: setting source +info: setting target +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45305 1.22662 0 +info: bbsize: 2.72805 1.36412 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.647 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014356 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979107 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 223: 194.608 0.0251885 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45346 1.22952 0 +info: bbsize: 2.72846 1.36702 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 228.278 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166674 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974309 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 96: 239.386 0.0587051 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31716 1.16878 0 +info: bbsize: 2.59216 1.30628 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.224 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0156879 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976341 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 148: 220.631 0.0169237 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.32603 1.16817 0 +info: bbsize: 2.60103 1.30567 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.616 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0124586 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976305 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 220.99 0.0228667 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.14349 0 +info: bbsize: 2.70938 1.28099 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 273.644 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0178481 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.969203 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 121: 286.984 0.0348054 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3377 1.1364 0 +info: bbsize: 2.6127 1.2739 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.39 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0178169 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977335 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 211.406 0.0303567 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38548 1.16937 0 +info: bbsize: 2.66048 1.30687 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.903 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0171999 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976489 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 120: 219.459 0.0409589 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38693 1.19205 0 +info: bbsize: 2.66193 1.32955 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.808 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168139 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975037 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 225: 233.543 0.0401666 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.32774 1.23826 0 +info: bbsize: 2.60274 1.37576 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.319 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0169448 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977118 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 210: 213.447 0.0235074 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.14481 0 +info: bbsize: 2.61375 1.28231 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.049 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0176901 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976248 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 254: 221.233 0.0277544 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.265614 -0.1375 0 +info: bbmax: 2.46794 1.18403 0 +info: bbsize: 2.73356 1.32153 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.649 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015557 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977661 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 208.084 0.0312838 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39338 1.25703 0 +info: bbsize: 2.66838 1.39453 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.965 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0155469 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977161 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 259: 212.582 0.0351323 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27428 1.19005 0 +info: bbsize: 2.54928 1.32755 0 +info: setting up22500Points +info: worst iteration-count:38 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 243.06 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0154777 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972653 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 254.405 0.0356981 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50895 1.23882 0 +info: bbsize: 2.78395 1.37632 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.078 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0145561 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975006 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 288: 232.994 0.0325273 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.17201 0 +info: bbsize: 2.61375 1.30951 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.881 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0199094 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97818 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 162: 203.263 0.0298737 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.4281 1.21719 0 +info: bbsize: 2.7031 1.35469 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.987 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130592 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97828 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 203.409 0.0286171 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.23301 0 +info: bbsize: 2.70938 1.37051 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.631 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165446 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978771 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 197.35 0.028157 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.19535 1.25703 0 +info: bbsize: 2.47035 1.39453 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 180.679 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0149728 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97972 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 125: 189.628 0.0401607 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50046 1.17519 0 +info: bbsize: 2.77546 1.31269 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.926 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015751 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976712 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 217.243 0.0365136 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51348 1.12949 0 +info: bbsize: 2.78848 1.26699 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.045 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0114715 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976023 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 338: 223.551 0.0298777 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30554 1.17977 0 +info: bbsize: 2.58054 1.31727 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 172.678 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0158423 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.980585 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 271: 181.247 0.0182507 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.21829 1.08773 0 +info: bbsize: 2.49329 1.22523 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.003 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148428 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975519 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 147: 228.391 0.0452333 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.24159 1.20676 0 +info: bbsize: 2.51659 1.34426 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.195 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164286 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976231 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 270: 221.701 0.0321599 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31411 1.15303 0 +info: bbsize: 2.58911 1.29053 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.495 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161571 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972934 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 133: 252.128 0.0552674 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33643 1.16937 0 +info: bbsize: 2.61143 1.30687 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.698 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0163158 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977414 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 210.65 0.0215938 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.11959 0 +info: bbsize: 2.61375 1.25709 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.725 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0173088 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975722 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 226.253 0.0289603 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34358 1.14287 0 +info: bbsize: 2.61858 1.28037 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.49 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0125383 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977211 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 261: 212.413 0.0283027 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51018 1.17501 0 +info: bbsize: 2.78518 1.31251 0 +info: setting up22500Points +info: worst iteration-count:10 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.788 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132712 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97684 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 215.916 0.0308076 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48431 1.21198 0 +info: bbsize: 2.75931 1.34948 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.682 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143839 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975862 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 225.395 0.0220344 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.1733 1.23035 0 +info: bbsize: 2.4483 1.36785 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.114 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165792 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97399 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 242.464 0.0253499 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30595 1.23571 0 +info: bbsize: 2.58095 1.37321 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.386 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164515 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979136 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 313: 194.468 0.0304484 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.16937 0 +info: bbsize: 2.70938 1.30687 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.335 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0174143 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975878 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 130: 223.975 0.0362177 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.10243 0 +info: bbsize: 2.78906 1.23993 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.317 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161095 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979376 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 304: 191.243 0.0582229 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50819 1.24946 0 +info: bbsize: 2.78319 1.38696 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.715 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167311 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97606 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 170: 223.213 0.0342458 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43824 1.22584 0 +info: bbsize: 2.71324 1.36334 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.845 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167791 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977846 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 206: 206.498 0.0199106 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41392 1.22219 0 +info: bbsize: 2.68892 1.35969 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.37 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0180067 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978463 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 314: 200.508 0.0321382 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3177 1.25232 0 +info: bbsize: 2.5927 1.38982 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.813 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013384 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975036 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 195: 232.713 0.0482562 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.37649 1.16937 0 +info: bbsize: 2.65149 1.30687 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.851 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0160286 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974955 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 233.455 0.0344433 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30854 1.16765 0 +info: bbsize: 2.58354 1.30515 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.666 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159447 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976516 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 223: 218.831 0.0246139 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25938 1.0876 0 +info: bbsize: 2.53438 1.2251 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 265.843 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164659 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.970081 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 149: 278.472 0.0469066 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35677 1.18695 0 +info: bbsize: 2.63177 1.32445 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.914 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143679 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978289 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 254: 202.505 0.0297481 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50384 1.18396 0 +info: bbsize: 2.77884 1.32146 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.46 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0175878 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974514 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 237.611 0.0232642 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.28027 1.16621 0 +info: bbsize: 2.55527 1.30371 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.488 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0185853 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976086 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 222.704 0.0292529 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.16937 0 +info: bbsize: 2.61375 1.30687 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.052 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0176342 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976923 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 291: 215.068 0.0339813 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50233 1.18977 0 +info: bbsize: 2.77733 1.32727 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.184 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0173967 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973869 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 219: 243.65 0.0304632 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.46112 1.24655 0 +info: bbsize: 2.73612 1.38405 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 266.267 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147618 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.970033 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 216: 279.577 0.0343761 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.21902 0 +info: bbsize: 2.61375 1.35652 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 177.08 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167556 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.980071 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 241: 185.929 0.0259968 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34364 1.25239 0 +info: bbsize: 2.61864 1.38989 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.049 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0138796 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978499 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 356: 200.348 0.0335199 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.24386 0 +info: bbsize: 2.61375 1.38136 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.329 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147324 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977236 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 258: 212.262 0.0388334 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.06504 0 +info: bbsize: 2.78906 1.20254 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.74 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0177026 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976733 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 216.56 0.0439213 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42703 1.20845 0 +info: bbsize: 2.70203 1.34595 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.328 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130898 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976329 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 231: 220.799 0.0262093 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25118 1.20177 0 +info: bbsize: 2.52618 1.33927 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.897 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0201275 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978178 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 203.551 0.0232533 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.23481 0 +info: bbsize: 2.70938 1.37231 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.982 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0172087 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976931 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 319: 215.113 0.0316795 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.25703 0 +info: bbsize: 2.61375 1.39453 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.961 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014936 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972881 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 252.985 0.0219308 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.40674 1.21719 0 +info: bbsize: 2.68174 1.35469 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 180.8 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0158388 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979652 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 189.53 0.0263405 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.19369 0 +info: bbsize: 2.61375 1.33119 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.065 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141919 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973545 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 246.286 0.0246108 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42838 1.19361 0 +info: bbsize: 2.70338 1.33111 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.202 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0155234 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978482 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 240: 200.739 0.0320649 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42056 1.23615 0 +info: bbsize: 2.69556 1.37365 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 261.864 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0162687 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.970529 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 104: 274.27 0.045422 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.17488 0 +info: bbsize: 2.61375 1.31238 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.479 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0145463 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977775 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 226: 207.251 0.0213115 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.25289 1.13179 0 +info: bbsize: 2.52789 1.26929 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.281 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0154231 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975997 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 260: 223.877 0.0288002 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.21719 0 +info: bbsize: 2.61375 1.35469 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.048 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0179031 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976585 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 224: 218.369 0.0181026 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3878 1.21345 0 +info: bbsize: 2.6628 1.35095 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 176.232 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0184922 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.980166 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 336: 184.794 0.0301405 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42424 1.12157 0 +info: bbsize: 2.69924 1.25907 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.44 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0162194 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975528 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 223: 228.064 0.0268147 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43076 1.09972 0 +info: bbsize: 2.70576 1.23722 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.411 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166529 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973956 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 146: 242.68 0.0381561 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43398 1.16937 0 +info: bbsize: 2.70898 1.30687 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.923 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0162844 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977726 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 315: 207.781 0.019324 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.18264 0 +info: bbsize: 2.78906 1.32014 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 171.524 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131308 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.980697 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 288: 180.093 0.0370283 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.23926 0 +info: bbsize: 2.70938 1.37676 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.186 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166106 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974207 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 240.421 0.0268132 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.461 1.13545 0 +info: bbsize: 2.736 1.27295 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.517 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0149928 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973719 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 244.614 0.0333904 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39527 1.22051 0 +info: bbsize: 2.67027 1.35801 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.952 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0155735 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975246 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 229: 230.875 0.019978 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43033 1.24639 0 +info: bbsize: 2.70533 1.38389 0 +info: setting up22500Points +info: worst iteration-count:40 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 158.326 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0151468 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.982181 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 166.147 0.0285648 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34833 1.16937 0 +info: bbsize: 2.62333 1.30687 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.011 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0175349 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973785 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 156: 244.438 0.0464821 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.47754 1.16779 0 +info: bbsize: 2.75254 1.30529 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.006 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0157648 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974564 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 124: 236.881 0.033025 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.40579 1.07375 0 +info: bbsize: 2.68079 1.21125 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 256.376 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131813 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.971156 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 269.08 0.0278261 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35855 1.25354 0 +info: bbsize: 2.63355 1.39104 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.825 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159012 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975712 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 226.565 0.026596 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23928 1.19429 0 +info: bbsize: 2.51428 1.33179 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.66 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0178054 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977533 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 224: 209.625 0.0232476 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33734 1.19172 0 +info: bbsize: 2.61234 1.32922 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.113 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0137952 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975287 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 230.205 0.0519984 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36403 1.22466 0 +info: bbsize: 2.63903 1.36216 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 174.879 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0144725 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.980319 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 183.499 0.026459 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51238 1.25703 0 +info: bbsize: 2.78738 1.39453 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.68 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00982581 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.975952 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 359: 224.238 0.0258146 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.47601 1.25703 0 +info: bbsize: 2.75101 1.39453 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 244.965 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0129242 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972431 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 129: 255.764 0.0440628 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48454 1.21106 0 +info: bbsize: 2.75954 1.34856 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.825 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015597 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97391 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 298: 243.406 0.0291375 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.24777 1.22713 0 +info: bbsize: 2.52277 1.36463 0 +info: setting up22500Points +info: worst iteration-count:37 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.252 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131953 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978363 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 242: 202.853 0.0196507 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33281 1.21719 0 +info: bbsize: 2.60781 1.35469 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.094 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168805 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974667 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 236.104 0.0230592 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.25375 0 +info: bbsize: 2.78906 1.39125 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.684 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.01661 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973813 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 244.282 0.0342288 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.21591 0 +info: bbsize: 2.70938 1.35341 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.095 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0178999 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973542 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 128: 246.25 0.0391641 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43812 1.2508 0 +info: bbsize: 2.71312 1.3883 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.933 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0170346 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973687 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 245.252 0.0270962 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50082 1.21408 0 +info: bbsize: 2.77583 1.35158 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.237 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146474 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976227 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 221.375 0.0361901 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.08241 0 +info: bbsize: 2.78906 1.21991 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 239.651 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120497 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97303 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 293: 250.708 0.0436588 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.17042 0 +info: bbsize: 2.61375 1.30792 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.131 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0181584 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978827 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 197.442 0.021137 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.2281 0 +info: bbsize: 2.70938 1.3656 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.368 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0144154 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976775 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 341: 216.343 0.0302359 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45563 1.25151 0 +info: bbsize: 2.73063 1.38901 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.677 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0175799 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977978 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 205.377 0.0308378 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.48651 1.16937 0 +info: bbsize: 2.76151 1.30687 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.007 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0150014 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978841 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 257: 197.24 0.0269627 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.1475 1.16937 0 +info: bbsize: 2.4225 1.30687 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.558 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164905 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.977091 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 213.491 0.01867 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41675 1.2114 0 +info: bbsize: 2.69175 1.3489 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.787 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159009 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.973917 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 242.953 0.0340664 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.47286 1.19322 0 +info: bbsize: 2.74786 1.33072 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.961 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164376 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978283 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 285: 202.597 0.0333827 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.22987 0 +info: bbsize: 2.78906 1.36737 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 246.133 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0126244 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.972299 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 150: 257.093 0.0542747 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.18989 0 +info: bbsize: 2.70938 1.32739 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 257.313 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166456 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.971041 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 134: 269.909 0.0314991 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42866 1.20327 0 +info: bbsize: 2.70366 1.34077 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.079 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0200458 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974331 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 144: 240.485 0.0269038 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29164 1.18619 0 +info: bbsize: 2.56664 1.32369 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.348 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140723 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.979253 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 299: 193.523 0.0332981 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.19876 0 +info: bbsize: 2.78906 1.33626 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.198 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166009 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976344 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 220.534 0.0242483 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3315 1.17114 0 +info: bbsize: 2.6065 1.30864 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.809 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0162801 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.974136 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 169: 241.175 0.0226505 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.46306 1.25703 0 +info: bbsize: 2.73806 1.39453 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 237.845 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166568 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.97328 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 249.694 0.0358862 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39198 1.1737 0 +info: bbsize: 2.66698 1.3112 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.702 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0169816 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.976399 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 337: 220.167 0.0178628 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.13741 0 +info: bbsize: 2.78906 1.27491 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 249.535 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0171186 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.971916 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 134: 261.211 0.0522281 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2793 1.16937 0 +info: bbsize: 2.5543 1.30687 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.733 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132482 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978647 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 199.087 0.0225015 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.44249 1.1416 0 +info: bbsize: 2.71749 1.2791 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.886 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131875 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.978517 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 194: 200.364 0.0240832 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.spearman b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.spearman new file mode 100644 index 0000000..216b49f --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171020-evolution1D_5x5_100Times_2-addedOne.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 105 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.26 +y -0.26 1.00 + +n= 105 + + +P + x y +x 0.0069 +y 0.0069 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 105 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-evo-error.png new file mode 100644 index 0000000..ec142b9 Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-steps.png b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-steps.png new file mode 100644 index 0000000..747cbdf Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_regularity-vs-steps.png b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_regularity-vs-steps.png new file mode 100644 index 0000000..19f27ec Binary files /dev/null and b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2-addedOne_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.csv b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.csv new file mode 100644 index 0000000..4c884ea --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.csv @@ -0,0 +1,101 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +208.251,0.0156103,0.00111111,0.930454,219,218.554,0.0237623 +205.745,0.0164894,0.00111111,0.931291,284,215.888,0.0246676 +262.299,0.0141122,0.00111111,0.912515,129,274.375,0.0565738 +224.957,0.0152828,0.00111111,0.924875,200,236.199,0.0374467 +210.151,0.0132398,0.00111111,0.92982,261,220.524,0.025062 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b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.error new file mode 100644 index 0000000..04427df --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.error @@ -0,0 +1,101 @@ +"Evolution error" +218.554 +215.888 +274.375 +236.199 +220.524 +196.458 +255.181 +215.837 +229.777 +197.728 +222.315 +204.324 +187.221 +289.253 +209.38 +201.838 +234.713 +194.356 +207.713 +221.794 +231.891 +252.009 +217.426 +221.445 +257.465 +256.592 +234.339 +229.724 +207.016 +196.505 +202.122 +212.556 +197.783 +240.317 +240.693 +258.116 +221.524 +216.335 +214.214 +204.095 +234.645 +227.992 +237.221 +205.039 +228.952 +219.368 +218.239 +226.308 +220.379 +205.943 +219.746 +216.152 +225.258 +214.278 +191.56 +193.72 +257.562 +216.097 +231.642 +258.616 +214.487 +214.517 +217.707 +231.438 +246.342 +243.702 +252.271 +234.365 +197.813 +236.785 +199.476 +190.418 +183.54 +251.338 +226.87 +209.377 +224.776 +231.062 +223.872 +243.782 +237.917 +251.363 +198.154 +234.026 +228.503 +230.184 +241.123 +264.597 +198.256 +200.756 +200.251 +250.132 +197.721 +231.451 +238.912 +204.402 +203.589 +203.051 +281.253 +269.672 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.fit.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.fit.log new file mode 100644 index 0000000..204bb27 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.55694e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707198 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 271763 +rel. change during last iteration : -1.01351e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 52.6602 +variance of residuals (reduced chisquare) = WSSR/ndf : 2773.1 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -5580.61 +/- 2768 (49.6%) +b = 296.806 +/- 44.49 (14.99%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.993 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.51925e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.964973 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 233709 +rel. change during last iteration : -1.76515e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 48.8343 +variance of residuals (reduced chisquare) = WSSR/ndf : 2384.79 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 3176.73 +/- 698.5 (21.99%) +bb = -2742.16 +/- 648.7 (23.65%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.99472e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.964973 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 10.1354 +rel. change during last iteration : -4.55776e-07 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.321593 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.103422 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3140.1 +/- 4.6 (0.1465%) +bbb = 3140.23 +/- 4.272 (0.136%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.log new file mode 100644 index 0000000..d1a8f9f --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.log @@ -0,0 +1,261 @@ + + + Iteration 0 + WSSR : 4.55694e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707198 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 283142 delta(WSSR)/WSSR : -15.0942 + delta(WSSR) : -4.27379e+06 limit for stopping : 1e-05 + lambda : 0.0707198 + +resultant parameter values + +a = 0.244292 +b = 206.717 +/ + + Iteration 2 + WSSR : 281566 delta(WSSR)/WSSR : -0.00559538 + delta(WSSR) : -1575.47 limit for stopping : 1e-05 + lambda : 0.00707198 + +resultant parameter values + +a = -376.256 +b = 213.754 +/ + + Iteration 3 + WSSR : 271908 delta(WSSR)/WSSR : -0.0355197 + delta(WSSR) : -9658.1 limit for stopping : 1e-05 + lambda : 0.000707198 + +resultant parameter values + +a = -4948.6 +b = 286.721 +/ + + Iteration 4 + WSSR : 271763 delta(WSSR)/WSSR : -0.000531939 + delta(WSSR) : -144.561 limit for stopping : 1e-05 + lambda : 7.07198e-05 + +resultant parameter values + +a = -5579.74 +b = 296.792 +/ + + Iteration 5 + WSSR : 271763 delta(WSSR)/WSSR : -1.01351e-09 + delta(WSSR) : -0.000275435 limit for stopping : 1e-05 + lambda : 7.07198e-06 + +resultant parameter values + +a = -5580.61 +b = 296.806 + +After 5 iterations the fit converged. +final sum of squares of residuals : 271763 +rel. change during last iteration : -1.01351e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 52.6602 +variance of residuals (reduced chisquare) = WSSR/ndf : 2773.1 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -5580.61 +/- 2768 (49.6%) +b = 296.806 +/- 44.49 (14.99%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.993 1.000 + + + Iteration 0 + WSSR : 4.51925e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.964973 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 279714 delta(WSSR)/WSSR : -15.1567 + delta(WSSR) : -4.23953e+06 limit for stopping : 1e-05 + lambda : 0.0964973 + +resultant parameter values + +aa = 111.794 +bb = 102.988 +/ + + Iteration 2 + WSSR : 261643 delta(WSSR)/WSSR : -0.0690668 + delta(WSSR) : -18070.9 limit for stopping : 1e-05 + lambda : 0.00964973 + +resultant parameter values + +aa = 786.112 +bb = -522.176 +/ + + Iteration 3 + WSSR : 233742 delta(WSSR)/WSSR : -0.119368 + delta(WSSR) : -27901.4 limit for stopping : 1e-05 + lambda : 0.000964973 + +resultant parameter values + +aa = 3094.82 +bb = -2666.1 +/ + + Iteration 4 + WSSR : 233709 delta(WSSR)/WSSR : -0.000140322 + delta(WSSR) : -32.7945 limit for stopping : 1e-05 + lambda : 9.64973e-05 + +resultant parameter values + +aa = 3176.7 +bb = -2742.13 +/ + + Iteration 5 + WSSR : 233709 delta(WSSR)/WSSR : -1.76515e-11 + delta(WSSR) : -4.12532e-06 limit for stopping : 1e-05 + lambda : 9.64973e-06 + +resultant parameter values + +aa = 3176.73 +bb = -2742.16 + +After 5 iterations the fit converged. +final sum of squares of residuals : 233709 +rel. change during last iteration : -1.76515e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 48.8343 +variance of residuals (reduced chisquare) = WSSR/ndf : 2384.79 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 3176.73 +/- 698.5 (21.99%) +bb = -2742.16 +/- 648.7 (23.65%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.99472e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.964973 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 51532.4 delta(WSSR)/WSSR : -95.9239 + delta(WSSR) : -4.94319e+06 limit for stopping : 1e-05 + lambda : 0.0964973 + +resultant parameter values + +aaa = 102.17 +bbb = 128.276 +/ + + Iteration 2 + WSSR : 31291.4 delta(WSSR)/WSSR : -0.646854 + delta(WSSR) : -20241 limit for stopping : 1e-05 + lambda : 0.00964973 + +resultant parameter values + +aaa = -610.313 +bbb = 791.01 +/ + + Iteration 3 + WSSR : 46.8594 delta(WSSR)/WSSR : -666.773 + delta(WSSR) : -31244.6 limit for stopping : 1e-05 + lambda : 0.000964973 + +resultant parameter values + +aaa = -3053.42 +bbb = 3059.74 +/ + + Iteration 4 + WSSR : 10.1354 delta(WSSR)/WSSR : -3.62335 + delta(WSSR) : -36.724 limit for stopping : 1e-05 + lambda : 9.64973e-05 + +resultant parameter values + +aaa = -3140.07 +bbb = 3140.21 +/ + + Iteration 5 + WSSR : 10.1354 delta(WSSR)/WSSR : -4.55776e-07 + delta(WSSR) : -4.61945e-06 limit for stopping : 1e-05 + lambda : 9.64973e-06 + +resultant parameter values + +aaa = -3140.1 +bbb = 3140.23 + +After 5 iterations the fit converged. +final sum of squares of residuals : 10.1354 +rel. change during last iteration : -4.55776e-07 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.321593 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.103422 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3140.1 +/- 4.6 (0.1465%) +bbb = 3140.23 +/- 4.272 (0.136%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.script b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.script new file mode 100644 index 0000000..2652883 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times_2_regularity-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171020-evolution1D_5x5_100Times_2_improvement-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171020-evolution1D_5x5_100Times_2_improvement-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.log b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.log new file mode 100644 index 0000000..b384d98 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.log @@ -0,0 +1,2131 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: setting target +info: setting source +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50084 1.20664 0 +info: bbsize: 2.77584 1.34414 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.251 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0156103 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930454 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 219: 218.554 0.0237623 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.31518 1.16937 0 +info: bbsize: 2.59018 1.30687 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.745 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164894 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931291 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 284: 215.888 0.0246676 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43996 1.25471 0 +info: bbsize: 2.71496 1.39221 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 262.299 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141122 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.912515 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 129: 274.375 0.0565738 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38144 1.16937 0 +info: bbsize: 2.65644 1.30687 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 224.957 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0152828 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924875 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 236.199 0.0374467 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.20601 1.16937 0 +info: bbsize: 2.48101 1.30687 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.151 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132398 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.92982 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 261: 220.524 0.025062 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39279 1.2501 0 +info: bbsize: 2.66779 1.3876 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.467 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159945 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937395 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 196.458 0.0294108 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.3627 1.13411 0 +info: bbsize: 2.6377 1.27161 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 243.284 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0186985 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.918838 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 151: 255.181 0.0419001 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.15774 0 +info: bbsize: 2.61375 1.29524 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.644 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0179346 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931659 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 219: 215.837 0.0289177 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.24401 1.15185 0 +info: bbsize: 2.51901 1.28935 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.884 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0197365 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926907 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 229.777 0.0268596 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34158 1.2164 0 +info: bbsize: 2.61659 1.3539 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.388 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0155439 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937088 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 226: 197.728 0.0254865 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.13354 0 +info: bbsize: 2.78906 1.27104 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.745 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161295 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929349 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 222.315 0.0222368 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38282 1.25159 0 +info: bbsize: 2.65782 1.38909 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.615 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159007 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935011 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 204.324 0.0209588 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.22631 0 +info: bbsize: 2.61375 1.36381 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 178.431 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0163466 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940413 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 212: 187.221 0.0280782 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29893 1.23694 0 +info: bbsize: 2.57393 1.37444 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 276.203 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0190878 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.907762 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 289.253 0.0332024 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.19952 0 +info: bbsize: 2.61375 1.33702 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.444 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0152092 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933395 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 309: 209.38 0.0332999 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42401 1.2024 0 +info: bbsize: 2.69901 1.3399 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.346 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0155373 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935766 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 255: 201.838 0.0300946 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.16937 0 +info: bbsize: 2.61375 1.30687 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.725 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166533 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925287 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 120: 234.713 0.0389049 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.21821 0 +info: bbsize: 2.70938 1.35571 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.109 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0160023 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938243 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 357: 194.356 0.0158333 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50492 1.21349 0 +info: bbsize: 2.77992 1.35099 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.016 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166753 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933872 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 293: 207.713 0.0261414 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35547 1.13774 0 +info: bbsize: 2.63047 1.27524 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.251 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0190468 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929452 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 246: 221.794 0.0255768 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45131 1.23592 0 +info: bbsize: 2.72631 1.37342 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.043 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134399 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926182 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 151: 231.891 0.0345185 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.14276 0 +info: bbsize: 2.70938 1.28026 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.075 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.016048 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.919837 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 252.009 0.0217227 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.15495 0 +info: bbsize: 2.61375 1.29245 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.312 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.016896 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930912 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 223: 217.426 0.0276136 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45374 1.1735 0 +info: bbsize: 2.72874 1.311 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.082 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0172862 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929509 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 294: 221.445 0.0443438 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45501 1.14438 0 +info: bbsize: 2.73001 1.28188 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 245.321 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0191785 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.918077 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 257.465 0.0351721 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51259 1.24265 0 +info: bbsize: 2.78759 1.38015 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 244.739 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0157521 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.918333 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 226: 256.592 0.0373863 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.16937 0 +info: bbsize: 2.78906 1.30687 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.619 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0162014 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925322 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 234.339 0.0383885 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33405 1.22752 0 +info: bbsize: 2.60905 1.36502 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.046 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0157983 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926849 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 229.724 0.0289253 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.25658 0 +info: bbsize: 2.61375 1.39408 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.268 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014696 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934122 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 278: 207.016 0.0270345 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23767 1.232 0 +info: bbsize: 2.51267 1.3695 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.175 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148869 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937493 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 196.505 0.0329261 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23017 1.25218 0 +info: bbsize: 2.50517 1.38968 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.197 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159364 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935524 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 155: 202.122 0.0380707 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27821 1.1582 0 +info: bbsize: 2.55321 1.2957 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.731 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167975 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932298 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 212.556 0.029387 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35213 1.1848 0 +info: bbsize: 2.62713 1.3223 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.371 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0129935 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937093 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 280: 197.783 0.0235418 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.20698 0 +info: bbsize: 2.78906 1.34448 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.724 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168458 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.923357 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 135: 240.317 0.0404449 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35578 1.21165 0 +info: bbsize: 2.63078 1.34915 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.376 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0175321 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9234 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 240.693 0.0362523 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.20958 1.25703 0 +info: bbsize: 2.48458 1.39453 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 246.277 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130564 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.917755 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 121: 258.116 0.0559509 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.13205 0 +info: bbsize: 2.78906 1.26955 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.323 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147458 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929428 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 267: 221.524 0.0350329 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41312 1.21831 0 +info: bbsize: 2.68812 1.35581 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.252 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0154743 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931122 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 131: 216.335 0.0506455 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.4153 1.19497 0 +info: bbsize: 2.6903 1.33247 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.337 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0195766 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931761 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 214.214 0.0304005 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.21492 0 +info: bbsize: 2.61375 1.35242 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.742 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0171276 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934979 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 262: 204.095 0.0245503 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.11788 0 +info: bbsize: 2.61375 1.25538 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.878 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0151602 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925236 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 234.645 0.0330038 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.25203 0 +info: bbsize: 2.70938 1.38953 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.188 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0136059 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927472 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 142: 227.992 0.0236646 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.44686 1.16937 0 +info: bbsize: 2.72186 1.30687 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.019 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0175302 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924521 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 237.221 0.0200143 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.22131 0 +info: bbsize: 2.70938 1.35881 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.306 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147572 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934777 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 288: 205.039 0.0302338 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35198 1.21446 0 +info: bbsize: 2.62698 1.35196 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.29 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0169948 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927102 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 216: 228.952 0.0268954 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41947 1.16937 0 +info: bbsize: 2.69447 1.30687 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.079 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0185921 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930178 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 171: 219.368 0.0175072 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.16937 0 +info: bbsize: 2.61375 1.30687 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.333 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166852 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930544 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 218.239 0.0267055 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33875 1.16383 0 +info: bbsize: 2.61375 1.30133 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.551 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0156959 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928115 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 239: 226.308 0.0307541 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.2518 0 +info: bbsize: 2.78906 1.3893 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.163 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143026 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929816 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 212: 220.379 0.0314692 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.29585 1.16171 0 +info: bbsize: 2.57085 1.29921 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.156 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0158837 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934493 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 265: 205.943 0.0334331 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.28265 1.16937 0 +info: bbsize: 2.55765 1.30687 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.587 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140575 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930062 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 219.746 0.041743 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36804 1.21719 0 +info: bbsize: 2.64304 1.35469 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.029 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0161449 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931196 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 262: 216.152 0.0287446 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38106 1.21719 0 +info: bbsize: 2.65606 1.35469 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.555 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.018111 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928683 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 225.258 0.0465493 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.19396 0 +info: bbsize: 2.70938 1.33146 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.087 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0156288 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931845 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 319: 214.278 0.0280257 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.47692 1.20397 0 +info: bbsize: 2.75192 1.34147 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.573 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131847 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939033 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 301: 191.56 0.0271354 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.126998 0 +info: bbmax: 2.42576 1.18267 0 +info: bbsize: 2.70076 1.30967 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.499 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0150507 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938386 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 193.72 0.0290137 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.1475 1.23775 0 +info: bbsize: 2.4225 1.37525 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 245.41 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0185819 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.918045 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 257.562 0.026555 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.21719 0 +info: bbsize: 2.78906 1.35469 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.876 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141595 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931247 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 175: 216.097 0.0299926 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.44785 1.22081 0 +info: bbsize: 2.72285 1.35831 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.681 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0166829 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926304 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 246: 231.642 0.0226254 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33176 1.09163 0 +info: bbsize: 2.60676 1.22913 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 246.441 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0204901 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.917701 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 258.616 0.024422 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.17773 1.16937 0 +info: bbsize: 2.45273 1.30687 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.64 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.016331 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93166 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 225: 214.487 0.0355979 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.40968 1.19453 0 +info: bbsize: 2.68468 1.33203 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.459 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.012116 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931721 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 214.517 0.018181 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.16937 0 +info: bbsize: 2.78906 1.30687 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.989 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0186847 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930542 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 112: 217.707 0.0454783 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.45034 1.16937 0 +info: bbsize: 2.72534 1.30687 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.608 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140767 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925994 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 193: 231.438 0.0494232 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51018 1.14898 0 +info: bbsize: 2.78518 1.28648 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 234.879 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164438 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.921562 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 246.342 0.0216915 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.35434 1.23533 0 +info: bbsize: 2.62934 1.37283 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.335 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143684 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.922412 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 243.702 0.0454547 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.37445 1.1525 0 +info: bbsize: 2.64945 1.29 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 240.425 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0191828 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.91971 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 152: 252.271 0.0374549 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.4695 1.20334 0 +info: bbsize: 2.7445 1.34084 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.711 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0173486 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925291 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 234.365 0.0416848 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42627 1.24113 0 +info: bbsize: 2.70127 1.37863 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.186 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0177615 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936821 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 197.813 0.0354675 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38485 1.20435 0 +info: bbsize: 2.65985 1.34185 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.668 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0149183 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924638 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 161: 236.785 0.0294055 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50796 1.1573 0 +info: bbsize: 2.78296 1.2948 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.516 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013475 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936377 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 194: 199.476 0.0368492 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.46659 1.24189 0 +info: bbsize: 2.74159 1.37939 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.448 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0190386 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939426 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 190.418 0.0197871 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43438 1.2286 0 +info: bbsize: 2.70938 1.3661 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 174.893 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013657 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941595 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 183.54 0.0249911 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.23619 1.25703 0 +info: bbsize: 2.51119 1.39453 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 239.432 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167526 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.920148 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 112: 251.338 0.0424673 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42029 1.23131 0 +info: bbsize: 2.69529 1.36881 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 216.12 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0177558 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927826 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 226.87 0.0131177 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34002 1.17936 0 +info: bbsize: 2.61502 1.31686 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.419 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0165644 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933404 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 209.377 0.0360779 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.24892 1.22699 0 +info: bbsize: 2.52392 1.36449 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.187 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.015712 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928472 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 334: 224.776 0.0236814 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41219 1.22697 0 +info: bbsize: 2.68719 1.36447 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.124 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146528 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926489 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 195: 231.062 0.0221922 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.33741 1.07375 0 +info: bbsize: 2.61241 1.21125 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.278 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0117894 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928798 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 306: 223.872 0.0196314 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42503 1.21786 0 +info: bbsize: 2.70003 1.35536 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.559 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143261 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.922671 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 143: 243.782 0.03507 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.21108 1.2121 0 +info: bbsize: 2.48608 1.3496 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.85 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130241 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.924243 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 237.917 0.0356397 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.43451 1.07375 0 +info: bbsize: 2.70951 1.21125 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 239.534 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0175992 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.920007 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 153: 251.363 0.0250786 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.36531 1.23224 0 +info: bbsize: 2.64031 1.36974 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.334 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0168291 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936772 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 198.154 0.0291626 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.2602 1.15792 0 +info: bbsize: 2.5352 1.29542 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.884 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0167893 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.925568 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 234.026 0.0286739 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.37595 1.16937 0 +info: bbsize: 2.65095 1.30687 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.705 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0123857 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927326 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 228.503 0.0233835 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.38701 1.19296 0 +info: bbsize: 2.66201 1.33046 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.242 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0186138 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926784 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 146: 230.184 0.0161714 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.39339 1.16937 0 +info: bbsize: 2.66839 1.30687 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.813 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0169982 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.923254 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 253: 241.123 0.030569 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.51406 1.16937 0 +info: bbsize: 2.78906 1.30687 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 252.056 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140714 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.915826 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 244: 264.597 0.0308211 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.42155 1.14753 0 +info: bbsize: 2.69655 1.28503 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.176 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0138221 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936824 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 198.256 0.0382027 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.26488 1.08866 0 +info: bbsize: 2.53988 1.22616 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.39 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0157992 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936419 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 266: 200.756 0.02373 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.34429 1.1261 0 +info: bbsize: 2.61929 1.2636 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.972 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143532 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936225 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 207: 200.251 0.0285909 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.50264 1.25619 0 +info: bbsize: 2.77764 1.39369 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 238.237 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134806 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.92044 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 250.132 0.0133152 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.22899 1.16937 0 +info: bbsize: 2.50399 1.30687 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.447 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164881 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937068 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 249: 197.721 0.0347174 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.30493 1.21167 0 +info: bbsize: 2.57993 1.34917 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.511 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147817 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.92636 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 231.451 0.0277416 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.41335 1.20704 0 +info: bbsize: 2.68835 1.34454 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 227.83 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0181621 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.923938 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 269: 238.912 0.029632 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.149 1.23304 0 +info: bbsize: 2.424 1.37054 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.281 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0171527 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934786 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 246: 204.402 0.0286607 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.27261 1.2094 0 +info: bbsize: 2.54761 1.3469 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.106 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0150671 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935193 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 203.589 0.0364586 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.47626 1.16705 0 +info: bbsize: 2.75126 1.30455 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.872 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0118606 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935256 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 203.051 0.0436481 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.49997 1.09912 0 +info: bbsize: 2.77497 1.23662 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 268.274 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.018024 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.910409 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 120: 281.253 0.0400486 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.275 -0.1375 0 +info: bbmax: 2.46979 1.20617 0 +info: bbsize: 2.74479 1.34367 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 256.839 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147597 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.914228 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 165: 269.672 0.0250823 diff --git a/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.spearman b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.spearman new file mode 100644 index 0000000..1693623 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_5x5_100Times_2.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171020-evolution1D_5x5_100Times_2.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.18 +y -0.18 1.00 + +n= 100 + + +P + x y +x 0.0794 +y 0.0794 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y 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+231.488,0.0143783,0.00124444,0.973948,184,243.053,0.0411998 +211.068,0.0141543,0.00124444,0.976246,196,220.49,0.0346541 +208.165,0.0120462,0.00124444,0.976576,181,218.338,0.0256419 +218.678,0.0106275,0.00124444,0.975389,246,229.465,0.0228513 +202.25,0.0148739,0.00124444,0.977238,220,211.975,0.0273982 +213.123,0.0132812,0.00124444,0.976014,169,223.726,0.0282665 +227.555,0.0100984,0.00124444,0.97439,204,238.909,0.0304274 diff --git a/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.error b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.error new file mode 100644 index 0000000..af9af38 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.error @@ -0,0 +1,111 @@ +"Evolution error" +217.051 +241.829 +247.234 +208.848 +253.012 +231.788 +202.074 +229.468 +243.263 +209.302 +220.579 +222.223 +223.725 +221.996 +212.584 +226.409 +216.444 +254.951 +221.629 +227.181 +233.173 +241.261 +221.495 +246.657 +225.512 +236.552 +217.94 +247.234 +236.988 +219.641 +250.781 +217.441 +244.067 +231.355 +228.39 +229.666 +244.85 +254.507 +242.406 +241.848 +217.496 +219.119 +235.316 +258.495 +228.343 +240.765 +216.128 +245.442 +221.28 +203.252 +233.69 +242.628 +253.265 +220.542 +224.056 +206.19 +226.247 +213.941 +253.814 +219.45 +235.163 +210.012 +252.424 +235.018 +203.386 +233.621 +215.084 +228.691 +236.895 +248.789 +211.894 +211.446 +241.955 +233.64 +229.101 +231.363 +254.02 +245.399 +228.012 +230.055 +256.164 +243.075 +233.683 +234.713 +236.916 +264.069 +225.914 +215.836 +241.272 +229.923 +224.217 +237.739 +232.416 +248.36 +216.316 +244.429 +222.019 +221.087 +232.206 +218.041 +219.843 +219.588 +236.068 +243.053 +220.49 +218.338 +229.465 +211.975 +223.726 +238.909 diff --git a/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.fit.log b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.fit.log new file mode 100644 index 0000000..8214f75 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 2:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.009e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707165 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 257176 +rel. change during last iteration : -1.67142e-09 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 48.7982 +variance of residuals (reduced chisquare) = WSSR/ndf : 2381.26 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -7067.75 +/- 2553 (36.13%) +b = 318.852 +/- 32.68 (10.25%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.990 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:04 2017 + + +FIT: data read from "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 4:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 5.96075e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.987703 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 274275 +rel. change during last iteration : -4.43837e-08 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.3943 +variance of residuals (reduced chisquare) = WSSR/ndf : 2539.59 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 2184.79 +/- 3255 (149%) +bb = -1901.4 +/- 3174 (166.9%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 4:6 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 5.77624e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.987703 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 16.5312 +rel. change during last iteration : -9.66878e-11 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.391237 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.153066 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9319.53 +/- 25.27 (0.2711%) +bbb = 9319.59 +/- 24.64 (0.2644%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.log b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.log new file mode 100644 index 0000000..470b06e --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 6.009e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707165 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 275531 delta(WSSR)/WSSR : -20.8088 + delta(WSSR) : -5.73347e+06 limit for stopping : 1e-05 + lambda : 0.0707165 + +resultant parameter values + +a = -1.28128 +b = 228.301 +/ + + Iteration 2 + WSSR : 273016 delta(WSSR)/WSSR : -0.00921199 + delta(WSSR) : -2515.02 limit for stopping : 1e-05 + lambda : 0.00707165 + +resultant parameter values + +a = -482.145 +b = 235.426 +/ + + Iteration 3 + WSSR : 257406 delta(WSSR)/WSSR : -0.060642 + delta(WSSR) : -15609.6 limit for stopping : 1e-05 + lambda : 0.000707165 + +resultant parameter values + +a = -6274.48 +b = 308.803 +/ + + Iteration 4 + WSSR : 257176 delta(WSSR)/WSSR : -0.000893612 + delta(WSSR) : -229.816 limit for stopping : 1e-05 + lambda : 7.07165e-05 + +resultant parameter values + +a = -7066.66 +b = 318.838 +/ + + Iteration 5 + WSSR : 257176 delta(WSSR)/WSSR : -1.67142e-09 + delta(WSSR) : -0.000429849 limit for stopping : 1e-05 + lambda : 7.07165e-06 + +resultant parameter values + +a = -7067.75 +b = 318.852 + +After 5 iterations the fit converged. +final sum of squares of residuals : 257176 +rel. change during last iteration : -1.67142e-09 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 48.7982 +variance of residuals (reduced chisquare) = WSSR/ndf : 2381.26 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -7067.75 +/- 2553 (36.13%) +b = 318.852 +/- 32.68 (10.25%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.990 1.000 + + + Iteration 0 + WSSR : 5.96075e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.987703 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 275419 delta(WSSR)/WSSR : -20.6425 + delta(WSSR) : -5.68533e+06 limit for stopping : 1e-05 + lambda : 0.0987703 + +resultant parameter values + +aa = 114.383 +bb = 116.739 +/ + + Iteration 2 + WSSR : 275277 delta(WSSR)/WSSR : -0.000515129 + delta(WSSR) : -141.803 limit for stopping : 1e-05 + lambda : 0.00987703 + +resultant parameter values + +aa = 140.645 +bb = 92.1561 +/ + + Iteration 3 + WSSR : 274472 delta(WSSR)/WSSR : -0.00293507 + delta(WSSR) : -805.595 limit for stopping : 1e-05 + lambda : 0.000987703 + +resultant parameter values + +aa = 1280.13 +bb = -1019.13 +/ + + Iteration 4 + WSSR : 274275 delta(WSSR)/WSSR : -0.000715345 + delta(WSSR) : -196.202 limit for stopping : 1e-05 + lambda : 9.87703e-05 + +resultant parameter values + +aa = 2177.67 +bb = -1894.45 +/ + + Iteration 5 + WSSR : 274275 delta(WSSR)/WSSR : -4.43837e-08 + delta(WSSR) : -0.0121734 limit for stopping : 1e-05 + lambda : 9.87703e-06 + +resultant parameter values + +aa = 2184.79 +bb = -1901.4 + +After 5 iterations the fit converged. +final sum of squares of residuals : 274275 +rel. change during last iteration : -4.43837e-08 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.3943 +variance of residuals (reduced chisquare) = WSSR/ndf : 2539.59 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 2184.79 +/- 3255 (149%) +bb = -1901.4 +/- 3174 (166.9%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 5.77624e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.987703 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 21470.8 delta(WSSR)/WSSR : -268.027 + delta(WSSR) : -5.75477e+06 limit for stopping : 1e-05 + lambda : 0.0987703 + +resultant parameter values + +aaa = 113.623 +bbb = 118.859 +/ + + Iteration 2 + WSSR : 20825.5 delta(WSSR)/WSSR : -0.030988 + delta(WSSR) : -645.341 limit for stopping : 1e-05 + lambda : 0.00987703 + +resultant parameter values + +aaa = -3.20596 +bbb = 233.831 +/ + + Iteration 3 + WSSR : 4092.16 delta(WSSR)/WSSR : -4.08911 + delta(WSSR) : -16733.3 limit for stopping : 1e-05 + lambda : 0.000987703 + +resultant parameter values + +aaa = -5196.5 +bbb = 5298.59 +/ + + Iteration 4 + WSSR : 16.784 delta(WSSR)/WSSR : -242.813 + delta(WSSR) : -4075.38 limit for stopping : 1e-05 + lambda : 9.87703e-05 + +resultant parameter values + +aaa = -9287.06 +bbb = 9287.91 +/ + + Iteration 5 + WSSR : 16.5312 delta(WSSR)/WSSR : -0.0152958 + delta(WSSR) : -0.252857 limit for stopping : 1e-05 + lambda : 9.87703e-06 + +resultant parameter values + +aaa = -9319.53 +bbb = 9319.58 +/ + + Iteration 6 + WSSR : 16.5312 delta(WSSR)/WSSR : -9.66878e-11 + delta(WSSR) : -1.59836e-09 limit for stopping : 1e-05 + lambda : 9.87703e-07 + +resultant parameter values + +aaa = -9319.53 +bbb = 9319.59 + +After 6 iterations the fit converged. +final sum of squares of residuals : 16.5312 +rel. change during last iteration : -9.66878e-11 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.391237 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.153066 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9319.53 +/- 25.27 (0.2711%) +bbb = 9319.59 +/- 24.64 (0.2644%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.script b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.script new file mode 100644 index 0000000..25d9f72 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171020-evolution1D_7x4_100Times_addedOne_regularity-vs-steps.png" +plot "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171020-evolution1D_7x4_100Times_addedOne_improvement-vs-steps.png" +plot "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171020-evolution1D_7x4_100Times_addedOne_improvement-vs-evo-error.png" +plot "20171020-evolution1D_7x4_100Times_addedOne.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.log b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.log new file mode 100644 index 0000000..68be9f0 --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.log @@ -0,0 +1,2341 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: setting target +info: setting source +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.28578 0 +info: bbsize: 2.4225 1.46578 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.798 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132666 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976726 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 224: 217.051 0.0321689 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29625 1.22868 0 +info: bbsize: 2.48625 1.40868 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 230.433 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0129607 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974179 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 350: 241.829 0.0191529 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.24996 1.20158 0 +info: bbsize: 2.43996 1.38158 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.764 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.012316 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973466 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 244: 247.234 0.0340095 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.21787 1.32875 0 +info: bbsize: 2.40787 1.50875 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.751 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0123412 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977526 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 208.848 0.0481974 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.19616 1.31434 0 +info: bbsize: 2.38616 1.49434 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 241.489 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0154095 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972822 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 253.012 0.0420169 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.30825 1.30427 0 +info: bbsize: 2.49825 1.48427 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.251 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0119459 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.9751 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 231.788 0.0391354 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.23127 1.32875 0 +info: bbsize: 2.42127 1.50875 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.54 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0111225 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.978342 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 234: 202.074 0.0333217 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26732 1.27504 0 +info: bbsize: 2.45732 1.45504 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.557 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131965 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975515 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 267: 229.468 0.0455984 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.22845 1.30176 0 +info: bbsize: 2.41845 1.48176 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.99 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0123244 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974004 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 244: 243.263 0.037217 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.32335 1.22331 0 +info: bbsize: 2.51335 1.40331 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.36 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140863 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977563 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 218: 209.302 0.0400039 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.19557 1.30336 0 +info: bbsize: 2.38557 1.48336 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.339 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014589 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976328 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 222: 220.579 0.0353223 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.167803 -0.18 0 +info: bbmax: 2.34262 1.2225 0 +info: bbsize: 2.51042 1.4025 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.932 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0145336 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976155 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 228: 222.223 0.0347758 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.30678 1.20293 0 +info: bbsize: 2.49678 1.38293 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.171 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127012 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97601 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 249: 223.725 0.02265 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29697 1.32875 0 +info: bbsize: 2.48697 1.50875 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.471 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140631 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976204 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 197: 221.996 0.0331115 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.33051 1.32875 0 +info: bbsize: 2.52051 1.50875 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.478 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0115462 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977212 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 307: 212.584 0.0329162 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29625 1.24384 0 +info: bbsize: 2.48625 1.42384 0 +info: setting up22500Points +info: worst iteration-count:26 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.685 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0137823 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975726 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 226.409 0.0341327 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.276 1.22351 0 +info: bbsize: 2.466 1.40351 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.25 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00853166 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976788 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 329: 216.444 0.0237149 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.14848 1.3007 0 +info: bbsize: 2.33848 1.4807 0 +info: setting up22500Points +info: worst iteration-count:38 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 243.659 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0159332 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972594 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 254.951 0.0412211 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.20015 1.29947 0 +info: bbsize: 2.39015 1.47947 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.175 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0119537 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976234 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 221.629 0.0290836 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2972 1.30654 0 +info: bbsize: 2.4872 1.48654 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 216.737 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0104078 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975608 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 250: 227.181 0.0252889 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26104 1.32875 0 +info: bbsize: 2.45104 1.50875 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.083 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00994182 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975006 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 303: 233.173 0.019122 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29372 1.32875 0 +info: bbsize: 2.48372 1.50875 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.788 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00791846 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974139 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 264: 241.261 0.0337285 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.3156 1.31931 0 +info: bbsize: 2.5056 1.49931 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.064 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0119298 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976246 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 290: 221.495 0.0210607 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.24382 1.31944 0 +info: bbsize: 2.43382 1.49944 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.111 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0112828 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97354 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 240: 246.657 0.0296628 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.23641 1.3259 0 +info: bbsize: 2.42641 1.5059 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.349 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0153325 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975764 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 225.512 0.0282139 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.31853 1.18188 0 +info: bbsize: 2.50853 1.36188 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.323 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147498 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974641 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 236.552 0.0240289 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29444 1.32875 0 +info: bbsize: 2.48444 1.50875 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.662 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0108165 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976741 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 217.94 0.0461651 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.18449 1.26395 0 +info: bbsize: 2.37449 1.44395 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 235.799 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0107358 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973462 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 247.234 0.0351748 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.27659 1.26995 0 +info: bbsize: 2.46659 1.44995 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.184 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0133589 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974545 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 236.988 0.028382 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.20025 0 +info: bbsize: 2.4225 1.38025 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.332 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0116412 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976441 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 219.641 0.0224162 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.1945 1.22447 0 +info: bbsize: 2.3845 1.40447 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 238.881 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0145758 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973151 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 250.781 0.0131309 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.23303 1.27245 0 +info: bbsize: 2.42303 1.45245 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.212 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0135751 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97668 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 193: 217.441 0.0276773 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26068 1.22198 0 +info: bbsize: 2.45068 1.40198 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.552 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146704 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973828 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 143: 244.067 0.0298775 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.11215 1.21642 0 +info: bbsize: 2.30215 1.39642 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.393 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0133162 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975196 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 281: 231.355 0.0170348 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.34151 1.30546 0 +info: bbsize: 2.53151 1.48546 0 +info: setting up22500Points +info: worst iteration-count:39 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.531 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0138724 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97554 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 275: 228.39 0.044788 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2792 1.32875 0 +info: bbsize: 2.4692 1.50875 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.76 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132702 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975397 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 293: 229.666 0.0171661 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.22725 1.30929 0 +info: bbsize: 2.41725 1.48929 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.201 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127271 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973755 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 151: 244.85 0.0279099 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.23534 1.31266 0 +info: bbsize: 2.42534 1.49266 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 242.626 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127519 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972694 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 282: 254.507 0.0244114 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26581 1.2225 0 +info: bbsize: 2.45581 1.4025 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.041 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141903 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973998 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 252: 242.406 0.0382076 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.31081 1.32875 0 +info: bbsize: 2.50081 1.50875 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 230.656 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0119547 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974041 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 177: 241.848 0.0235317 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29625 1.28955 0 +info: bbsize: 2.48625 1.46955 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.531 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0137565 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976644 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 225: 217.496 0.0373567 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.23731 1.22455 0 +info: bbsize: 2.42731 1.40455 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.735 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130563 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976508 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 217: 219.119 0.0324791 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.23815 1.10896 0 +info: bbsize: 2.42815 1.28896 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.362 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0136655 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974637 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 140: 235.316 0.0367445 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.26621 0 +info: bbsize: 2.4225 1.44621 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 246.297 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130709 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972281 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 195: 258.495 0.0296797 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.14532 1.32131 0 +info: bbsize: 2.33532 1.50131 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.533 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0140763 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975518 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 309: 228.343 0.0238487 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.21219 1.32875 0 +info: bbsize: 2.40219 1.50875 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.392 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0115177 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974296 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 240.765 0.024758 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.20695 1.32875 0 +info: bbsize: 2.39695 1.50875 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.861 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0112555 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976832 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 269: 216.128 0.0258375 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.19088 1.32585 0 +info: bbsize: 2.38088 1.50585 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.972 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0138471 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973668 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 245.442 0.0428428 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.127339 -0.18 0 +info: bbmax: 2.29908 1.24024 0 +info: bbsize: 2.42642 1.42024 0 +info: setting up22500Points +info: worst iteration-count:27 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.074 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132898 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976245 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 221.28 0.0228993 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.32317 1.29653 0 +info: bbsize: 2.51317 1.47653 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.853 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132847 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.978183 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 203.252 0.0285013 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.150379 -0.18 0 +info: bbmax: 2.105 1.32875 0 +info: bbsize: 2.25538 1.50875 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.659 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130197 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974941 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 233.69 0.0450373 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.32875 0 +info: bbsize: 2.4225 1.50875 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.248 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00757204 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973974 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 139: 242.628 0.0303871 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26766 1.25655 0 +info: bbsize: 2.45766 1.43655 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 241.374 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0125657 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972842 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 253.265 0.0363328 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.27996 0 +info: bbsize: 2.4225 1.45996 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.064 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130632 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976359 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 220.542 0.0210969 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.17814 1.31457 0 +info: bbsize: 2.36814 1.49457 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.455 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0137037 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975978 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 224.056 0.027066 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.34406 1.31457 0 +info: bbsize: 2.53406 1.49457 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.376 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120569 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977899 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 262: 206.19 0.0332833 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26516 1.25966 0 +info: bbsize: 2.45516 1.43966 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.858 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.012159 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975707 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 226.247 0.0322697 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.20256 1.31961 0 +info: bbsize: 2.39256 1.49961 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.955 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130152 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977046 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 259: 213.941 0.0497655 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.10888 1.2225 0 +info: bbsize: 2.29888 1.4025 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 241.996 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0147589 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972765 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 235: 253.814 0.0299789 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.31228 1.31362 0 +info: bbsize: 2.50228 1.49362 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.033 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00740434 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976558 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 382: 219.45 0.0147825 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.27787 1.2601 0 +info: bbsize: 2.46787 1.4401 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 224.036 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0124452 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97479 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 197: 235.163 0.0464241 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.31804 1.31641 0 +info: bbsize: 2.50804 1.49641 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.36 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013225 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977451 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 210.012 0.0362091 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26351 1.2225 0 +info: bbsize: 2.45351 1.4025 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 241.204 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0146457 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972854 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 252.424 0.0451034 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26181 1.3194 0 +info: bbsize: 2.45181 1.4994 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 224.642 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013653 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974718 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 235.018 0.0336731 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.25902 1.26625 0 +info: bbsize: 2.44902 1.44625 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.707 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00847115 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.978199 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 244: 203.386 0.0210482 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.28678 1.21288 0 +info: bbsize: 2.47678 1.39288 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.642 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014567 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974943 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 233.621 0.0184082 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.28441 1.32612 0 +info: bbsize: 2.47441 1.50612 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.006 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127796 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976928 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 215.084 0.0435905 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.27591 1.32875 0 +info: bbsize: 2.46591 1.50875 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.022 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00926927 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975463 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 292: 228.691 0.0316532 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.24917 1.31713 0 +info: bbsize: 2.43917 1.49713 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.624 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0112845 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974607 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 323: 236.895 0.0278785 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.28337 1.229 0 +info: bbsize: 2.47337 1.409 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 237.368 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0133751 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973286 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 263: 248.789 0.0262735 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.32812 1.32875 0 +info: bbsize: 2.51813 1.50875 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.023 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132507 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977264 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 323: 211.894 0.0239864 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.18737 1.27814 0 +info: bbsize: 2.37737 1.45814 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.786 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0155622 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97729 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 211.446 0.0245749 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.18615 1.2822 0 +info: bbsize: 2.37615 1.4622 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 230.752 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131555 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97403 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 199: 241.955 0.0239992 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.26897 1.23302 0 +info: bbsize: 2.45897 1.41302 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.981 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00980335 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974905 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 177: 233.64 0.0305175 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.28987 0 +info: bbsize: 2.4225 1.46987 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.673 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0126921 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975277 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 229.101 0.0424971 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29625 1.24096 0 +info: bbsize: 2.48625 1.42096 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 220.873 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134472 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975179 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 231.363 0.0338142 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.28094 1.20954 0 +info: bbsize: 2.47094 1.38954 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 242.5 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122513 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972708 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 254.02 0.0402273 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.10814 1.31059 0 +info: bbsize: 2.29814 1.49059 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 233.947 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00859789 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973671 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 260: 245.399 0.0374153 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.165823 -0.18 0 +info: bbmax: 2.31478 1.31508 0 +info: bbsize: 2.4806 1.49508 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.772 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0142786 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975491 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 216: 228.012 0.0271751 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.22946 1.2942 0 +info: bbsize: 2.41946 1.4742 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.369 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014885 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975311 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 230.055 0.027008 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.18822 1.27064 0 +info: bbsize: 2.37822 1.45064 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 243.971 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0123288 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.972543 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 226: 256.164 0.0296062 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.22186 1.31486 0 +info: bbsize: 2.41186 1.49486 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.601 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00996072 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973935 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 224: 243.075 0.0298171 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.34228 1.32875 0 +info: bbsize: 2.53228 1.50875 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 222.905 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0116378 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974913 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 265: 233.683 0.0317644 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.30443 1.18833 0 +info: bbsize: 2.49443 1.36833 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 223.953 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.013382 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974796 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 234.713 0.0287091 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.192 0 +info: bbsize: 2.4225 1.372 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 225.696 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122905 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974599 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 257: 236.916 0.0222503 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.31169 0 +info: bbsize: 2.4225 1.49169 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 251.562 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0131166 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.971688 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 372: 264.069 0.0241811 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.22721 1.25477 0 +info: bbsize: 2.41721 1.43477 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.314 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.014088 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975768 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 345: 225.914 0.0202194 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29625 1.30468 0 +info: bbsize: 2.48625 1.48468 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.597 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0126413 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976861 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 330: 215.836 0.0322606 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29625 1.30969 0 +info: bbsize: 2.48625 1.48969 0 +info: setting up22500Points +info: worst iteration-count:36 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 229.857 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127844 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974131 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 168: 241.272 0.0268215 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.31902 1.25218 0 +info: bbsize: 2.50902 1.43218 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.381 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0133379 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975331 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 229.923 0.0426648 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.1381 0 +info: bbsize: 2.4225 1.3181 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.037 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0164596 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975911 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 243: 224.217 0.0257317 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.18167 1.25668 0 +info: bbsize: 2.37167 1.43668 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 226.482 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0134767 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974511 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 286: 237.739 0.0169058 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.14583 1.26941 0 +info: bbsize: 2.33583 1.44941 0 +info: setting up22500Points +info: worst iteration-count:25 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.409 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120989 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975082 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 280: 232.416 0.0338596 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.14705 1.32875 0 +info: bbsize: 2.33705 1.50875 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 237.172 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00898048 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973308 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 272: 248.36 0.0498975 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.34406 1.2921 0 +info: bbsize: 2.53406 1.4721 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.154 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0150111 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976799 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 216.316 0.0396122 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29364 1.31945 0 +info: bbsize: 2.48364 1.49945 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 232.929 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0122767 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973785 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 207: 244.429 0.0226463 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.184232 -0.18 0 +info: bbmax: 2.2614 1.32875 0 +info: bbsize: 2.44564 1.50875 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.604 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0135707 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976185 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 222.019 0.0282387 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.20498 1.2693 0 +info: bbsize: 2.39498 1.4493 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.714 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0127258 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976285 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 273: 221.087 0.0283295 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.21348 1.29518 0 +info: bbsize: 2.40348 1.47518 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 221.466 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.00934679 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975075 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 216: 232.206 0.0315628 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.20741 1.32875 0 +info: bbsize: 2.39741 1.50875 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.29 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0113099 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976558 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 207: 218.041 0.0609534 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.20468 1.32875 0 +info: bbsize: 2.39468 1.50875 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.143 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0139391 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97635 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 219.843 0.0372479 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.32875 0 +info: bbsize: 2.4225 1.50875 0 +info: setting up22500Points +info: worst iteration-count:28 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 209.666 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148128 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976403 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 219.588 0.0526706 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.31359 1.31606 0 +info: bbsize: 2.50359 1.49606 0 +info: setting up22500Points +info: worst iteration-count:24 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 224.931 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0130331 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.974685 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 236.068 0.031706 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2325 1.29539 0 +info: bbsize: 2.4225 1.47539 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 231.488 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0143783 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.973948 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 243.053 0.0411998 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.3057 1.27601 0 +info: bbsize: 2.4957 1.45601 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.068 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0141543 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976246 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 220.49 0.0346541 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29242 1.32875 0 +info: bbsize: 2.48242 1.50875 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.165 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0120462 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976576 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 218.338 0.0256419 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.29639 1.32875 0 +info: bbsize: 2.48639 1.50875 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 218.678 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0106275 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.975389 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 246: 229.465 0.0228513 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.2856 1.32875 0 +info: bbsize: 2.4756 1.50875 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.25 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0148739 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.977238 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 211.975 0.0273982 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.14874 1.28654 0 +info: bbsize: 2.33874 1.46654 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.123 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0132812 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.976014 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 169: 223.726 0.0282665 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.19 -0.18 0 +info: bbmax: 2.105 1.30195 0 +info: bbsize: 2.295 1.48195 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*28=630000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 227.555 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0100984 +info: EVOL: variability: 0.00124444 +info: EVOL: improvement: 0.97439 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 238.909 0.0304274 diff --git a/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.spearman b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.spearman new file mode 100644 index 0000000..839985b --- /dev/null +++ b/dokumentation/evolution1d/20171020-evolution1D_7x4_100Times_addedOne.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171020-evolution1D_7x4_100Times_addedOne.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 110 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.25 +y -0.25 1.00 + +n= 110 + + +P + x y +x 0.0091 +y 0.0091 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + 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+28.6527 +14.5189 +28.4225 +19.084 +27.5589 +27.6698 +23.8114 +14.9353 +30.5353 +17.4914 +25.621 +28.5755 +35.9108 +26.8903 +11.5852 +22.5038 +27.8448 +27.9976 +15.7772 +27.9869 +13.479 +15.2337 +23.3786 +29.2883 +15.6505 +33.2044 +17.4096 +14.4648 +18.6431 +25.5686 +28.5265 +17.9579 +12.7723 +14.164 +40.785 +21.3255 +13.8092 +20.4791 +24.5176 +24.1726 +17.4869 +25.0945 +27.7059 +26.4754 +21.1716 +32.5459 +16.2751 +33.2403 +33.8464 +16.8093 +23.1384 +17.8291 +24.2039 +23.2424 +18.7146 +27.4515 +30.3024 +19.1617 +20.4544 +34.8182 +24.2079 +17.546 +19.9468 +24.0261 +16.2007 +15.4723 +21.1418 +15.6044 +23.9062 +15.4203 +32.8987 +40.8623 +12.4195 +29.2598 +15.874 +14.6894 +23.7909 +14.806 +24.253 +36.699 +18.2301 +36.5431 diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.fit.log new file mode 100644 index 0000000..e3afb46 --- /dev/null +++ b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171021-evolution1D_10x10_100Times.csv" every ::1 using 2:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 2.66027e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707654 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 522606 +rel. change during last iteration : -2.76368e-07 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 69.5625 +variance of residuals (reduced chisquare) = WSSR/ndf : 4838.94 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 8293.35 +/- 1.136e+04 (137%) +b = 161.751 +/- 447 (276.4%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 2.65007e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996404 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 275480 +rel. change during last iteration : -7.75381e-07 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.5049 +variance of residuals (reduced chisquare) = WSSR/ndf : 2550.74 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 21432 +/- 2166 (10.11%) +bb = -20789.6 +/- 2151 (10.34%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:6 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 52657.4 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996404 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 7.2158 +rel. change during last iteration : -9.86304e-13 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.258482 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.066813 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3144.2 +/- 11.09 (0.3526%) +bbb = 3144.26 +/- 11.01 (0.35%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.log b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.log new file mode 100644 index 0000000..25ef22c --- /dev/null +++ b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 2.66027e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707654 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 525704 delta(WSSR)/WSSR : -49.6041 + delta(WSSR) : -2.6077e+07 limit for stopping : 1e-05 + lambda : 0.0707654 + +resultant parameter values + +a = 20.652 +b = 484.921 +/ + + Iteration 2 + WSSR : 525132 delta(WSSR)/WSSR : -0.00108889 + delta(WSSR) : -571.811 limit for stopping : 1e-05 + lambda : 0.00707654 + +resultant parameter values + +a = 82.0779 +b = 484.708 +/ + + Iteration 3 + WSSR : 523433 delta(WSSR)/WSSR : -0.00324488 + delta(WSSR) : -1698.48 limit for stopping : 1e-05 + lambda : 0.000707654 + +resultant parameter values + +a = 3593.18 +b = 346.613 +/ + + Iteration 4 + WSSR : 522606 delta(WSSR)/WSSR : -0.00158351 + delta(WSSR) : -827.55 limit for stopping : 1e-05 + lambda : 7.07654e-05 + +resultant parameter values + +a = 8231.27 +b = 164.193 +/ + + Iteration 5 + WSSR : 522606 delta(WSSR)/WSSR : -2.76368e-07 + delta(WSSR) : -0.144432 limit for stopping : 1e-05 + lambda : 7.07654e-06 + +resultant parameter values + +a = 8293.35 +b = 161.751 + +After 5 iterations the fit converged. +final sum of squares of residuals : 522606 +rel. change during last iteration : -2.76368e-07 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 69.5625 +variance of residuals (reduced chisquare) = WSSR/ndf : 4838.94 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 8293.35 +/- 1.136e+04 (137%) +b = 161.751 +/- 447 (276.4%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -1.000 1.000 + + + Iteration 0 + WSSR : 2.65007e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996404 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 519927 delta(WSSR)/WSSR : -49.97 + delta(WSSR) : -2.59808e+07 limit for stopping : 1e-05 + lambda : 0.0996404 + +resultant parameter values + +aa = 248.734 +bb = 238.849 +/ + + Iteration 2 + WSSR : 506480 delta(WSSR)/WSSR : -0.0265509 + delta(WSSR) : -13447.5 limit for stopping : 1e-05 + lambda : 0.00996404 + +resultant parameter values + +aa = 818.269 +bb = -324.384 +/ + + Iteration 3 + WSSR : 291841 delta(WSSR)/WSSR : -0.735464 + delta(WSSR) : -214639 limit for stopping : 1e-05 + lambda : 0.000996404 + +resultant parameter values + +aa = 15946.1 +bb = -15343.2 +/ + + Iteration 4 + WSSR : 275481 delta(WSSR)/WSSR : -0.0593885 + delta(WSSR) : -16360.4 limit for stopping : 1e-05 + lambda : 9.96404e-05 + +resultant parameter values + +aa = 21412.2 +bb = -20769.9 +/ + + Iteration 5 + WSSR : 275480 delta(WSSR)/WSSR : -7.75381e-07 + delta(WSSR) : -0.213602 limit for stopping : 1e-05 + lambda : 9.96404e-06 + +resultant parameter values + +aa = 21432 +bb = -20789.6 + +After 5 iterations the fit converged. +final sum of squares of residuals : 275480 +rel. change during last iteration : -7.75381e-07 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.5049 +variance of residuals (reduced chisquare) = WSSR/ndf : 2550.74 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 21432 +/- 2166 (10.11%) +bb = -20789.6 +/- 2151 (10.34%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 52657.4 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996404 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 5418.35 delta(WSSR)/WSSR : -8.71835 + delta(WSSR) : -47239 limit for stopping : 1e-05 + lambda : 0.0996404 + +resultant parameter values + +aaa = 10.4442 +bbb = 12.2527 +/ + + Iteration 2 + WSSR : 5130.91 delta(WSSR)/WSSR : -0.0560214 + delta(WSSR) : -287.441 limit for stopping : 1e-05 + lambda : 0.00996404 + +resultant parameter values + +aaa = -74.1669 +bbb = 96.3479 +/ + + Iteration 3 + WSSR : 370.103 delta(WSSR)/WSSR : -12.8635 + delta(WSSR) : -4760.8 limit for stopping : 1e-05 + lambda : 0.000996404 + +resultant parameter values + +aaa = -2327.17 +bbb = 2333.12 +/ + + Iteration 4 + WSSR : 7.22054 delta(WSSR)/WSSR : -50.2569 + delta(WSSR) : -362.882 limit for stopping : 1e-05 + lambda : 9.96404e-05 + +resultant parameter values + +aaa = -3141.25 +bbb = 3141.33 +/ + + Iteration 5 + WSSR : 7.2158 delta(WSSR)/WSSR : -0.000656589 + delta(WSSR) : -0.00473782 limit for stopping : 1e-05 + lambda : 9.96404e-06 + +resultant parameter values + +aaa = -3144.2 +bbb = 3144.26 +/ + + Iteration 6 + WSSR : 7.2158 delta(WSSR)/WSSR : -9.86304e-13 + delta(WSSR) : -7.11697e-12 limit for stopping : 1e-05 + lambda : 9.96404e-07 + +resultant parameter values + +aaa = -3144.2 +bbb = 3144.26 + +After 6 iterations the fit converged. +final sum of squares of residuals : 7.2158 +rel. change during last iteration : -9.86304e-13 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.258482 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.066813 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3144.2 +/- 11.09 (0.3526%) +bbb = 3144.26 +/- 11.01 (0.35%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.script b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.script new file mode 100644 index 0000000..f36b294 --- /dev/null +++ b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171021-evolution1D_10x10_100Times.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171021-evolution1D_10x10_100Times_regularity-vs-steps.png" +plot "20171021-evolution1D_10x10_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171021-evolution1D_10x10_100Times_improvement-vs-steps.png" +plot "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171021-evolution1D_10x10_100Times_improvement-vs-evo-error.png" +plot "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.log b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.log new file mode 100644 index 0000000..fc7d7a2 --- /dev/null +++ b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.log @@ -0,0 +1,2341 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: setting target +info: setting source +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09343 1.04534 0 +info: bbsize: 2.17009 1.08368 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.36 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394405 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995204 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 515: 15.0742 0.00487726 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08786 1.04365 0 +info: bbsize: 2.16452 1.08198 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 18.1343 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039641 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993944 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 537: 19.0281 0.0043297 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08936 1.04579 0 +info: bbsize: 2.16602 1.08412 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 11.3316 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0383996 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.996217 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 649: 11.8948 0.00322836 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09239 1.043 0 +info: bbsize: 2.16905 1.08133 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.221 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0397316 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994249 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 476: 18.0701 0.00549755 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08704 1.04666 0 +info: bbsize: 2.16371 1.085 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.4255 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395006 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993513 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 480: 20.3853 0.00499332 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08208 1.04179 0 +info: bbsize: 2.15875 1.08012 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.3499 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392873 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994874 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 510: 16.101 0.00686509 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07809 1.03924 0 +info: bbsize: 2.15475 1.07758 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.1994 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387112 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.99459 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 587: 16.9929 0.00390463 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09131 1.04666 0 +info: bbsize: 2.16798 1.085 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 13.1652 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0399492 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995603 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 545: 13.8083 0.00509651 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09397 1.04547 0 +info: bbsize: 2.17063 1.08381 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 30.3689 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387327 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990192 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 369: 31.8503 0.0109096 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09344 1.04365 0 +info: bbsize: 2.17011 1.08198 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.3015 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390237 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.99367 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 540: 20.2287 0.00589914 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09382 1.04712 0 +info: bbsize: 2.17049 1.08545 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 25.3349 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394623 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991656 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 488: 26.601 0.00609842 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0625 1.047 0 +info: bbsize: 2.13917 1.08533 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 24.7539 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0398398 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992067 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 481: 25.9728 0.00662111 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07043 1.0421 0 +info: bbsize: 2.1471 1.08043 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.6391 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0398825 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991438 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 381: 27.952 0.00991037 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08729 1.04019 0 +info: bbsize: 2.16396 1.07852 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 29.4608 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039664 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990495 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 427: 30.9166 0.00898525 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08327 1.04168 0 +info: bbsize: 2.15994 1.08002 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 35.9595 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392526 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.987991 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 398: 37.7335 0.0078473 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08871 1.04695 0 +info: bbsize: 2.16538 1.08529 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 20.1682 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387665 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993599 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 369: 21.1088 0.00932903 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09408 1.04742 0 +info: bbsize: 2.17075 1.08576 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.2457 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393466 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992571 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 523: 23.3533 0.00524067 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08747 1.04365 0 +info: bbsize: 2.16414 1.08198 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.028 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0400241 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995315 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 672: 14.7229 0.00446019 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07559 1.04523 0 +info: bbsize: 2.15225 1.08356 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 29.0427 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0400811 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990301 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 441: 30.4122 0.00897477 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08902 1.04714 0 +info: bbsize: 2.16568 1.08548 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.1518 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393846 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993604 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 492: 20.1003 0.00525313 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08743 1.043 0 +info: bbsize: 2.1641 1.08133 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 28.2095 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0384436 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990579 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 409: 29.603 0.00679306 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08633 1.04632 0 +info: bbsize: 2.163 1.08465 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.053 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039299 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995308 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 628: 14.7313 0.00480566 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08919 1.04462 0 +info: bbsize: 2.16586 1.08296 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 20.6264 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393422 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993112 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 394: 21.6474 0.00566811 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09362 1.03565 0 +info: bbsize: 2.17029 1.07398 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 29.7145 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395492 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990077 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 469: 31.1977 0.00664533 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08463 1.04009 0 +info: bbsize: 2.1613 1.07843 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.0554 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395737 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994304 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 525: 17.9073 0.00461353 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0723747 -0.0383333 0 +info: bbmax: 2.092 1.04683 0 +info: bbsize: 2.16438 1.08517 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.675 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392867 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994765 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 549: 16.4491 0.00511084 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09134 1.04365 0 +info: bbsize: 2.16801 1.08198 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.8721 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039182 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995033 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 481: 15.6155 0.00397431 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08367 1.03865 0 +info: bbsize: 2.16033 1.07698 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.2649 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387665 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994234 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 463: 18.1249 0.00571636 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09376 1.04116 0 +info: bbsize: 2.17042 1.0795 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 27.3077 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392559 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990881 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 389: 28.6527 0.008124 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09525 1.04567 0 +info: bbsize: 2.17192 1.084 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 13.8307 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0385546 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995381 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 546: 14.5189 0.00399726 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08877 1.03891 0 +info: bbsize: 2.16544 1.07724 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 27.0905 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391527 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990954 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 518: 28.4225 0.00644123 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08399 1.04333 0 +info: bbsize: 2.16066 1.08167 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 18.1858 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391014 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993927 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 504: 19.084 0.00542151 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07699 1.04658 0 +info: bbsize: 2.15365 1.08491 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.2689 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0396946 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991227 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 453: 27.5589 0.00732404 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0625 1.04353 0 +info: bbsize: 2.13917 1.08186 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.3666 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.03945 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991195 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 452: 27.6698 0.00715197 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08098 1.04474 0 +info: bbsize: 2.15765 1.08308 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.6807 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394014 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992426 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 565: 23.8114 0.00574851 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08746 1.04606 0 +info: bbsize: 2.16412 1.08439 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.2285 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0386795 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995248 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 579: 14.9353 0.00413825 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08033 1.04294 0 +info: bbsize: 2.15699 1.08128 0 +info: setting up22500Points +info: worst iteration-count:22 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 29.101 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389354 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990282 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 402: 30.5353 0.00679253 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08942 1.04653 0 +info: bbsize: 2.16609 1.08486 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.6676 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0398018 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994434 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 413: 17.4914 0.00609111 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09133 1.04619 0 +info: bbsize: 2.168 1.08452 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 24.4103 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395658 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991848 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 447: 25.621 0.00668721 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08375 1.04732 0 +info: bbsize: 2.16041 1.08566 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 27.244 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395741 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990902 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 409: 28.5755 0.00801946 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07418 1.03876 0 +info: bbsize: 2.15085 1.07709 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 34.2053 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0380809 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.988577 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 427: 35.9108 0.00867913 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07719 1.04461 0 +info: bbsize: 2.15386 1.08294 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 25.6605 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389797 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991431 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 503: 26.8903 0.0058364 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09451 1.04521 0 +info: bbsize: 2.17118 1.08354 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 11.0418 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0410054 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.996313 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 683: 11.5852 0.00292052 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.06747 1.03555 0 +info: bbsize: 2.14413 1.07388 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 21.4741 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0383375 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992829 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 515: 22.5038 0.00614985 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07515 1.04531 0 +info: bbsize: 2.15181 1.08365 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.5412 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394589 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991137 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 483: 27.8448 0.00625323 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09345 1.04379 0 +info: bbsize: 2.17011 1.08213 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.6966 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0401482 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991085 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 404: 27.9976 0.00855193 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08729 1.04675 0 +info: bbsize: 2.16396 1.08509 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.0289 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395067 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994981 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 555: 15.7772 0.00425857 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08189 1.04568 0 +info: bbsize: 2.15856 1.08402 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.6658 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391194 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991095 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 466: 27.9869 0.00566514 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08765 1.04481 0 +info: bbsize: 2.16431 1.08314 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 12.8409 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0396559 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995712 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 631: 13.479 0.0032782 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0808 1.04395 0 +info: bbsize: 2.15747 1.08228 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.5097 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0405605 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.99525 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 506: 15.2337 0.00439816 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08897 1.04687 0 +info: bbsize: 2.16564 1.08521 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.2877 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039521 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992557 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 437: 23.3786 0.00773078 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07709 1.03821 0 +info: bbsize: 2.15376 1.07654 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 27.9124 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0386086 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990679 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 445: 29.2883 0.00672335 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09055 1.0446 0 +info: bbsize: 2.16722 1.08294 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.9269 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0386907 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995027 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 575: 15.6505 0.00557529 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08383 1.04423 0 +info: bbsize: 2.16049 1.08256 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 31.6763 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390084 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.989422 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 361: 33.2044 0.00849482 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0921 1.03979 0 +info: bbsize: 2.16876 1.07812 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.5842 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395171 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994462 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 457: 17.4096 0.00591674 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07948 1.045 0 +info: bbsize: 2.15615 1.08334 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 13.7959 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394464 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995393 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 471: 14.4648 0.00499642 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09172 1.04454 0 +info: bbsize: 2.16839 1.08287 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.7625 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0397197 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994068 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 485: 18.6431 0.00428819 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09166 1.03637 0 +info: bbsize: 2.16833 1.0747 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 24.3591 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390608 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991865 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 433: 25.5686 0.00590229 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09048 1.047 0 +info: bbsize: 2.16715 1.08533 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 27.1801 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0399667 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990923 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 396: 28.5265 0.00854607 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08386 1.04482 0 +info: bbsize: 2.16053 1.08315 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.1031 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389116 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994288 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 596: 17.9579 0.00416675 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0754 1.04483 0 +info: bbsize: 2.15206 1.08317 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 12.1693 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0401331 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995937 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 615: 12.7723 0.00389336 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08853 1.03888 0 +info: bbsize: 2.1652 1.07721 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 13.5063 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394301 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.99549 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 536: 14.164 0.0050623 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08247 1.0414 0 +info: bbsize: 2.15914 1.07973 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 38.8504 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387628 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.987026 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 433: 40.785 0.00735292 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08991 1.04563 0 +info: bbsize: 2.16658 1.08396 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 20.3642 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0400625 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993199 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 498: 21.3255 0.00609077 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08649 1.04422 0 +info: bbsize: 2.16316 1.08255 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 13.1525 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393065 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995608 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 579: 13.8092 0.00457018 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08194 1.04511 0 +info: bbsize: 2.15861 1.08344 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.5209 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039224 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993481 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 446: 20.4791 0.00521987 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09349 1.04407 0 +info: bbsize: 2.17016 1.0824 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.3817 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0398581 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992192 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 394: 24.5176 0.00818707 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09188 1.04438 0 +info: bbsize: 2.16855 1.08271 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.0341 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.040284 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992308 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 481: 24.1726 0.00583599 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08864 1.04529 0 +info: bbsize: 2.1653 1.08362 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.67 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039687 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994433 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 550: 17.4869 0.0057003 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08224 1.04609 0 +info: bbsize: 2.15891 1.08443 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.9052 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390983 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992017 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 437: 25.0945 0.00673776 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09021 1.04495 0 +info: bbsize: 2.16687 1.08328 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.4356 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0400711 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991172 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 459: 27.7059 0.00631619 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08808 1.04483 0 +info: bbsize: 2.16475 1.08316 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 25.2356 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391868 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991573 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 437: 26.4754 0.00578933 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08612 1.04697 0 +info: bbsize: 2.16278 1.0853 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 20.1851 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0401101 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993259 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 560: 21.1716 0.0047811 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08627 1.04514 0 +info: bbsize: 2.16293 1.08348 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 31.0465 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393103 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.989632 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 395: 32.5459 0.00807501 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08865 1.03513 0 +info: bbsize: 2.16532 1.07346 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.5148 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392508 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994819 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 563: 16.2751 0.00520313 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08729 1.04564 0 +info: bbsize: 2.16396 1.08397 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 31.664 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393449 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.989426 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 406: 33.2403 0.00657559 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08296 1.0451 0 +info: bbsize: 2.15962 1.08343 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 32.2454 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391781 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.989232 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 392: 33.8464 0.00754842 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09087 1.04377 0 +info: bbsize: 2.16754 1.08211 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.0254 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0384272 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994648 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 505: 16.8093 0.00504743 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.078 1.04595 0 +info: bbsize: 2.15467 1.08428 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.0508 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0382826 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992636 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 526: 23.1384 0.00498529 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08103 1.04447 0 +info: bbsize: 2.15769 1.08281 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.0357 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0397056 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994645 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 404: 17.8291 0.00868981 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0929 1.04593 0 +info: bbsize: 2.16956 1.08426 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.0914 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393267 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992358 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 536: 24.2039 0.00631812 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08513 1.04603 0 +info: bbsize: 2.1618 1.08436 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.1767 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.038923 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992594 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 461: 23.2424 0.00690463 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08876 1.03794 0 +info: bbsize: 2.16543 1.07627 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.8238 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0396807 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994048 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 525: 18.7146 0.00513787 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09396 1.03661 0 +info: bbsize: 2.17063 1.07495 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.1758 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392116 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991259 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 455: 27.4515 0.00792836 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09214 1.04675 0 +info: bbsize: 2.16881 1.08509 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 28.899 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387726 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990349 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 478: 30.3024 0.00577522 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08688 1.04364 0 +info: bbsize: 2.16354 1.08197 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 18.2674 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0379691 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.9939 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 530: 19.1617 0.00510854 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0332355 0 +info: bbmax: 2.088 1.04428 0 +info: bbsize: 2.16467 1.07752 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.485 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0409639 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993493 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 502: 20.4544 0.00504572 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09201 1.04549 0 +info: bbsize: 2.16867 1.08383 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 33.2072 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389376 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.98891 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 422: 34.8182 0.0086229 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08629 1.04087 0 +info: bbsize: 2.16295 1.0792 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.068 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0397603 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992296 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 475: 24.2079 0.00622167 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08244 1.04685 0 +info: bbsize: 2.15911 1.08518 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.7137 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391386 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994418 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 603: 17.546 0.00449096 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0774 1.0436 0 +info: bbsize: 2.15407 1.08194 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.0233 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387309 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993647 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 522: 19.9468 0.00477236 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09241 1.04674 0 +info: bbsize: 2.16908 1.08508 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.8882 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0393106 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992356 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 494: 24.0261 0.00624053 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08128 1.03542 0 +info: bbsize: 2.15795 1.07375 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.4327 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0405782 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994846 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 495: 16.2007 0.00528292 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08648 1.0465 0 +info: bbsize: 2.16314 1.08483 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.7451 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392977 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995076 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 533: 15.4723 0.00435363 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08816 1.03773 0 +info: bbsize: 2.16483 1.07607 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 20.1377 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0380274 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993275 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 439: 21.1418 0.00591726 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08783 1.04516 0 +info: bbsize: 2.1645 1.0835 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.8937 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389051 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.99536 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 502: 15.6044 0.00899329 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07741 1.04595 0 +info: bbsize: 2.15408 1.08429 0 +info: setting up22500Points +info: worst iteration-count:21 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.7971 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390749 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992387 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 491: 23.9062 0.00521136 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0914 1.04365 0 +info: bbsize: 2.16807 1.08198 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.712 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0396261 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995087 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 510: 15.4203 0.00498319 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08497 1.04268 0 +info: bbsize: 2.16163 1.08102 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 31.3387 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0395856 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.989534 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 442: 32.8987 0.00720268 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08538 1.04507 0 +info: bbsize: 2.16204 1.0834 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 38.9368 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039718 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.986997 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 425: 40.8623 0.0078076 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08921 1.04407 0 +info: bbsize: 2.16587 1.0824 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 11.834 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0399298 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.996048 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 497: 12.4195 0.0039681 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09217 1.03442 0 +info: bbsize: 2.16883 1.07276 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 27.8755 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0398238 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.990691 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 480: 29.2598 0.0055243 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07258 1.04223 0 +info: bbsize: 2.14924 1.08056 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.1275 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0405318 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994948 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 445: 15.874 0.00696039 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09129 1.04277 0 +info: bbsize: 2.16796 1.0811 0 +info: setting up22500Points +info: worst iteration-count:23 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 13.9956 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389034 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995326 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 526: 14.6894 0.0045932 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08078 1.03671 0 +info: bbsize: 2.15745 1.07504 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.6638 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387325 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992431 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 544: 23.7909 0.00533281 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0792 1.04567 0 +info: bbsize: 2.15587 1.084 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.1211 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0391343 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995284 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 624: 14.806 0.00621202 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08119 1.04152 0 +info: bbsize: 2.15786 1.07985 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.1151 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039199 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992281 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 460: 24.253 0.00590257 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08761 1.0463 0 +info: bbsize: 2.16427 1.08463 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 34.9944 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.038493 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.988314 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 406: 36.699 0.0088537 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0886 1.04586 0 +info: bbsize: 2.16526 1.08419 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.4074 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390289 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994187 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 510: 18.2301 0.00536085 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08729 1.04304 0 +info: bbsize: 2.16396 1.08138 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 34.8192 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.038342 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.988375 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 421: 36.5431 0.00931266 diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.spearman b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.spearman new file mode 100644 index 0000000..db82d6d --- /dev/null +++ b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171021-evolution1D_10x10_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 110 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.01 +y -0.01 1.00 + +n= 110 + + +P + x y +x 0.9185 +y 0.9185 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 110 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_improvement-vs-evo-error.png new file mode 100644 index 0000000..e456c18 Binary files /dev/null and b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_improvement-vs-steps.png new file mode 100644 index 0000000..55eca0e Binary files /dev/null and b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_regularity-vs-steps.png new file mode 100644 index 0000000..fac7a3b Binary files /dev/null and b/dokumentation/evolution1d/20171021-evolution1D_10x10_100Times_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.csv b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.csv new file mode 100644 index 0000000..5267b09 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.csv @@ -0,0 +1,21 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +21.8838,0.0390969,0.00444444,0.992692,525,22.9359,0.0050557 +19.5402,0.0388188,0.00444444,0.993475,484,20.5043,0.00477674 +33.4629,0.0392889,0.00444444,0.988826,394,35.135,0.00860589 +14.0876,0.0401489,0.00444444,0.995295,498,14.785,0.00374856 +12.861,0.0401895,0.00444444,0.995705,524,13.4816,0.00511646 +17.9898,0.0397599,0.00444444,0.993992,439,18.8867,0.00566735 +17.2133,0.0389455,0.00444444,0.994276,493,18.0682,0.00646867 +14.3555,0.0394179,0.00444444,0.995206,536,15.0651,0.00460066 +15.7084,0.0381867,0.00444444,0.994754,524,16.4871,0.00533416 +26.8766,0.0397194,0.00444444,0.991358,393,28.138,0.00853122 +20.7518,0.040488,0.00444444,0.99307,491,21.7841,0.00601648 +22.4915,0.0396881,0.00444444,0.992498,451,23.5488,0.00702665 +22.0575,0.0388359,0.00444444,0.992646,513,23.148,0.0052811 +23.2697,0.0382288,0.00444444,0.992563,427,24.3823,0.00728242 +15.7048,0.0387151,0.00444444,0.994758,621,16.4822,0.00477318 +16.6815,0.0396997,0.00444444,0.994457,475,17.5076,0.0049303 +15.0559,0.0384121,0.00444444,0.994972,472,15.7615,0.00526191 +16.4196,0.0401394,0.00444444,0.994517,469,17.237,0.00552317 +22.9609,0.039011,0.00444444,0.992332,477,24.1057,0.0078333 +19.9322,0.0390032,0.00444444,0.993344,503,20.9285,0.00579932 diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.fit.log new file mode 100644 index 0000000..b61f88f --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 2:5 + format = x:z + #datapoints = 20 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.74416e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707652 + +initial set of free parameter values + +a = 1 +b = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 49777.9 +rel. change during last iteration : -1.93223e-11 + +degrees of freedom (FIT_NDF) : 18 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 52.5874 +variance of residuals (reduced chisquare) = WSSR/ndf : 2765.44 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -12290 +/- 1.789e+04 (145.6%) +b = 968.322 +/- 703 (72.6%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 4:5 + format = x:z + #datapoints = 20 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.72568e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996774 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 30698.4 +rel. change during last iteration : -8.95075e-11 + +degrees of freedom (FIT_NDF) : 18 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 41.2973 +variance of residuals (reduced chisquare) = WSSR/ndf : 1705.47 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 20119.8 +/- 5820 (28.92%) +bb = -19504.3 +/- 5782 (29.64%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 4:6 + format = x:z + #datapoints = 20 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 7308.82 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996774 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 1.57499 +rel. change during last iteration : -4.56369e-08 + +degrees of freedom (FIT_NDF) : 18 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.295803 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0874997 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3204.92 +/- 41.68 (1.301%) +bbb = 3204.63 +/- 41.42 (1.292%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.log b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.log new file mode 100644 index 0000000..83b4291 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.log @@ -0,0 +1,294 @@ + + + Iteration 0 + WSSR : 4.74416e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707652 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 53879 delta(WSSR)/WSSR : -87.0521 + delta(WSSR) : -4.69028e+06 limit for stopping : 1e-05 + lambda : 0.0707652 + +resultant parameter values + +a = 19.3275 +b = 472.876 +/ + + Iteration 2 + WSSR : 51082.7 delta(WSSR)/WSSR : -0.0547414 + delta(WSSR) : -2796.33 limit for stopping : 1e-05 + lambda : 0.00707652 + +resultant parameter values + +a = -1.37932 +b = 485.501 +/ + + Iteration 3 + WSSR : 50727.3 delta(WSSR)/WSSR : -0.00700442 + delta(WSSR) : -355.316 limit for stopping : 1e-05 + lambda : 0.000707652 + +resultant parameter values + +a = -1807.28 +b = 556.457 +/ + + Iteration 4 + WSSR : 49780.7 delta(WSSR)/WSSR : -0.0190156 + delta(WSSR) : -946.61 limit for stopping : 1e-05 + lambda : 7.07652e-05 + +resultant parameter values + +a = -11714.9 +b = 945.726 +/ + + Iteration 5 + WSSR : 49777.9 delta(WSSR)/WSSR : -5.74109e-05 + delta(WSSR) : -2.85779 limit for stopping : 1e-05 + lambda : 7.07652e-06 + +resultant parameter values + +a = -12289.7 +b = 968.309 +/ + + Iteration 6 + WSSR : 49777.9 delta(WSSR)/WSSR : -1.93223e-11 + delta(WSSR) : -9.61823e-07 limit for stopping : 1e-05 + lambda : 7.07652e-07 + +resultant parameter values + +a = -12290 +b = 968.322 + +After 6 iterations the fit converged. +final sum of squares of residuals : 49777.9 +rel. change during last iteration : -1.93223e-11 + +degrees of freedom (FIT_NDF) : 18 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 52.5874 +variance of residuals (reduced chisquare) = WSSR/ndf : 2765.44 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -12290 +/- 1.789e+04 (145.6%) +b = 968.322 +/- 703 (72.6%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -1.000 1.000 + + + Iteration 0 + WSSR : 4.72568e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996774 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 53374.2 delta(WSSR)/WSSR : -87.5387 + delta(WSSR) : -4.67231e+06 limit for stopping : 1e-05 + lambda : 0.0996774 + +resultant parameter values + +aa = 237.347 +bb = 237.87 +/ + + Iteration 2 + WSSR : 50492 delta(WSSR)/WSSR : -0.0570831 + delta(WSSR) : -2882.24 limit for stopping : 1e-05 + lambda : 0.00996774 + +resultant parameter values + +aa = 293.809 +bb = 193.562 +/ + + Iteration 3 + WSSR : 43264.4 delta(WSSR)/WSSR : -0.167055 + delta(WSSR) : -7227.54 limit for stopping : 1e-05 + lambda : 0.000996774 + +resultant parameter values + +aa = 4322.91 +bb = -3809.5 +/ + + Iteration 4 + WSSR : 30716.3 delta(WSSR)/WSSR : -0.408515 + delta(WSSR) : -12548.1 limit for stopping : 1e-05 + lambda : 9.96774e-05 + +resultant parameter values + +aa = 19523.8 +bb = -18912.2 +/ + + Iteration 5 + WSSR : 30698.4 delta(WSSR)/WSSR : -0.000582642 + delta(WSSR) : -17.8862 limit for stopping : 1e-05 + lambda : 9.96774e-06 + +resultant parameter values + +aa = 20119.5 +bb = -19504.1 +/ + + Iteration 6 + WSSR : 30698.4 delta(WSSR)/WSSR : -8.95075e-11 + delta(WSSR) : -2.74774e-06 limit for stopping : 1e-05 + lambda : 9.96774e-07 + +resultant parameter values + +aa = 20119.8 +bb = -19504.3 + +After 6 iterations the fit converged. +final sum of squares of residuals : 30698.4 +rel. change during last iteration : -8.95075e-11 + +degrees of freedom (FIT_NDF) : 18 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 41.2973 +variance of residuals (reduced chisquare) = WSSR/ndf : 1705.47 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 20119.8 +/- 5820 (28.92%) +bb = -19504.3 +/- 5782 (29.64%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 7308.82 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.996774 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 526.123 delta(WSSR)/WSSR : -12.8918 + delta(WSSR) : -6782.69 limit for stopping : 1e-05 + lambda : 0.0996774 + +resultant parameter values + +aaa = 9.90369 +bbb = 10.1256 +/ + + Iteration 2 + WSSR : 519.441 delta(WSSR)/WSSR : -0.0128646 + delta(WSSR) : -6.68238 limit for stopping : 1e-05 + lambda : 0.00996774 + +resultant parameter values + +aaa = 1.94893 +bbb = 18.4781 +/ + + Iteration 3 + WSSR : 330.344 delta(WSSR)/WSSR : -0.572425 + delta(WSSR) : -189.097 limit for stopping : 1e-05 + lambda : 0.000996774 + +resultant parameter values + +aaa = -649.762 +bbb = 665.978 +/ + + Iteration 4 + WSSR : 2.04296 delta(WSSR)/WSSR : -160.699 + delta(WSSR) : -328.301 limit for stopping : 1e-05 + lambda : 9.96774e-05 + +resultant parameter values + +aaa = -3108.52 +bbb = 3108.85 +/ + + Iteration 5 + WSSR : 1.57499 delta(WSSR)/WSSR : -0.297121 + delta(WSSR) : -0.467964 limit for stopping : 1e-05 + lambda : 9.96774e-06 + +resultant parameter values + +aaa = -3204.88 +bbb = 3204.59 +/ + + Iteration 6 + WSSR : 1.57499 delta(WSSR)/WSSR : -4.56369e-08 + delta(WSSR) : -7.18779e-08 limit for stopping : 1e-05 + lambda : 9.96774e-07 + +resultant parameter values + +aaa = -3204.92 +bbb = 3204.63 + +After 6 iterations the fit converged. +final sum of squares of residuals : 1.57499 +rel. change during last iteration : -4.56369e-08 + +degrees of freedom (FIT_NDF) : 18 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.295803 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0874997 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3204.92 +/- 41.68 (1.301%) +bbb = 3204.63 +/- 41.42 (1.292%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.script b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.script new file mode 100644 index 0000000..9d48745 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171023-evolution1D_10x10_wrong_100Times_regularity-vs-steps.png" +plot "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171023-evolution1D_10x10_wrong_100Times_improvement-vs-steps.png" +plot "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171023-evolution1D_10x10_wrong_100Times_improvement-vs-evo-error.png" +plot "20171023-evolution1D_10x10_wrong_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.log b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.log new file mode 100644 index 0000000..587c406 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times.log @@ -0,0 +1,451 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: setting source +info: setting target +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08752 1.04722 0 +info: bbsize: 2.16419 1.08555 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 21.8838 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390969 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992692 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 525: 22.9359 0.0050557 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08718 1.03991 0 +info: bbsize: 2.16385 1.07825 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.5402 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0388188 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993475 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 484: 20.5043 0.00477674 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08717 1.02448 0 +info: bbsize: 2.16384 1.06281 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 33.4629 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0392889 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.988826 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 394: 35.135 0.00860589 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09263 1.04224 0 +info: bbsize: 2.1693 1.08057 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.0876 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0401489 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995295 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 498: 14.785 0.00374856 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08455 1.04644 0 +info: bbsize: 2.16122 1.08477 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 12.861 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0401895 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995705 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 524: 13.4816 0.00511646 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08453 1.04311 0 +info: bbsize: 2.16119 1.08144 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.9898 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0397599 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993992 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 439: 18.8867 0.00566735 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08979 1.04404 0 +info: bbsize: 2.16646 1.08237 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 17.2133 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0389455 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994276 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 493: 18.0682 0.00646867 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09184 1.04732 0 +info: bbsize: 2.1685 1.08565 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 14.3555 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0394179 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.995206 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 536: 15.0651 0.00460066 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09002 1.04234 0 +info: bbsize: 2.16668 1.08067 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.7084 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0381867 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994754 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 524: 16.4871 0.00533416 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.07676 1.04604 0 +info: bbsize: 2.15342 1.08437 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 26.8766 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0397194 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.991358 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 393: 28.138 0.00853122 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08681 1.03292 0 +info: bbsize: 2.16348 1.07126 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 20.7518 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.040488 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.99307 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 491: 21.7841 0.00601648 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08247 1.04346 0 +info: bbsize: 2.15914 1.08179 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.4915 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0396881 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992498 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 451: 23.5488 0.00702665 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09032 1.04116 0 +info: bbsize: 2.16699 1.07949 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.0575 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0388359 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992646 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 513: 23.148 0.0052811 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08894 1.04576 0 +info: bbsize: 2.1656 1.08409 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 23.2697 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0382288 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992563 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 427: 24.3823 0.00728242 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0941 1.04315 0 +info: bbsize: 2.17076 1.08148 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.7048 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0387151 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994758 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 621: 16.4822 0.00477318 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.0904 1.04231 0 +info: bbsize: 2.16707 1.08064 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.6815 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0396997 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994457 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 475: 17.5076 0.0049303 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08149 1.04765 0 +info: bbsize: 2.15815 1.08598 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 15.0559 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0384121 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994972 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 472: 15.7615 0.00526191 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09032 1.03464 0 +info: bbsize: 2.16699 1.07297 0 +info: setting up22500Points +info: worst iteration-count:19 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 16.4196 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0401394 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.994517 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 469: 17.237 0.00552317 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.09227 1.04489 0 +info: bbsize: 2.16894 1.08323 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 22.9609 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.039011 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.992332 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 477: 24.1057 0.0078333 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0766667 -0.0383333 0 +info: bbmax: 2.08209 1.03966 0 +info: bbsize: 2.15875 1.07799 0 +info: setting up22500Points +info: worst iteration-count:20 +info: generating Cache +info: cache size: 22500*100=2250000 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 19.9322 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0390032 +info: EVOL: variability: 0.00444444 +info: EVOL: improvement: 0.993344 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 503: 20.9285 0.00579932 diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times_improvement-vs-evo-error.png new file mode 100644 index 0000000..031a422 Binary files /dev/null and b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171023-evolution1D_10x10_wrong_100Times_improvement-vs-steps.png new file mode 100644 index 0000000..ea2f428 Binary files /dev/null and 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+193.881,0.0253724,0.00111111,0.937303,208,203.431,0.0311859 +182.061,0.0262359,0.00111111,0.941125,185,191.128,0.0179055 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.fit.log new file mode 100644 index 0000000..abb60e2 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_5x5_100Times.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.44287e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 79495.5 +rel. change during last iteration : -9.96447e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 28.4812 +variance of residuals (reduced chisquare) = WSSR/ndf : 811.179 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 4931.08 +/- 2977 (60.37%) +b = 57.4345 +/- 76.68 (133.5%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_5x5_100Times.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.40953e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.969131 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 80905 +rel. change during last iteration : -4.14192e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 28.7326 +variance of residuals (reduced chisquare) = WSSR/ndf : 825.562 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -1139.84 +/- 1146 (100.6%) +bb = 1252.67 +/- 1075 (85.78%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_5x5_100Times.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.07511e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.969131 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 11.1585 +rel. change during last iteration : -3.20773e-13 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.337435 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.113863 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3250.66 +/- 13.46 (0.4142%) +bbb = 3250.3 +/- 12.62 (0.3883%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.log new file mode 100644 index 0000000..b261492 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 3.44287e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 81798.3 delta(WSSR)/WSSR : -41.0897 + delta(WSSR) : -3.36107e+06 limit for stopping : 1e-05 + lambda : 0.0707341 + +resultant parameter values + +a = 6.59267 +b = 183.278 +/ + + Iteration 2 + WSSR : 81636.1 delta(WSSR)/WSSR : -0.00198655 + delta(WSSR) : -162.174 limit for stopping : 1e-05 + lambda : 0.00707341 + +resultant parameter values + +a = 95.0246 +b = 181.914 +/ + + Iteration 3 + WSSR : 79763.1 delta(WSSR)/WSSR : -0.0234813 + delta(WSSR) : -1872.95 limit for stopping : 1e-05 + lambda : 0.000707341 + +resultant parameter values + +a = 3221.09 +b = 101.45 +/ + + Iteration 4 + WSSR : 79495.5 delta(WSSR)/WSSR : -0.00336654 + delta(WSSR) : -267.625 limit for stopping : 1e-05 + lambda : 7.07341e-05 + +resultant parameter values + +a = 4921.78 +b = 57.674 +/ + + Iteration 5 + WSSR : 79495.5 delta(WSSR)/WSSR : -9.96447e-08 + delta(WSSR) : -0.0079213 limit for stopping : 1e-05 + lambda : 7.07341e-06 + +resultant parameter values + +a = 4931.08 +b = 57.4345 + +After 5 iterations the fit converged. +final sum of squares of residuals : 79495.5 +rel. change during last iteration : -9.96447e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 28.4812 +variance of residuals (reduced chisquare) = WSSR/ndf : 811.179 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 4931.08 +/- 2977 (60.37%) +b = 57.4345 +/- 76.68 (133.5%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + + Iteration 0 + WSSR : 3.40953e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.969131 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 81939.8 delta(WSSR)/WSSR : -40.6102 + delta(WSSR) : -3.32759e+06 limit for stopping : 1e-05 + lambda : 0.0969131 + +resultant parameter values + +aa = 91.1272 +bb = 98.0403 +/ + + Iteration 2 + WSSR : 81793.1 delta(WSSR)/WSSR : -0.0017938 + delta(WSSR) : -146.72 limit for stopping : 1e-05 + lambda : 0.00969131 + +resultant parameter values + +aa = 49.2487 +bb = 138.198 +/ + + Iteration 3 + WSSR : 80947.7 delta(WSSR)/WSSR : -0.010443 + delta(WSSR) : -845.339 limit for stopping : 1e-05 + lambda : 0.000969131 + +resultant parameter values + +aa = -879.073 +bb = 1008.26 +/ + + Iteration 4 + WSSR : 80905 delta(WSSR)/WSSR : -0.000527874 + delta(WSSR) : -42.7077 limit for stopping : 1e-05 + lambda : 9.69131e-05 + +resultant parameter values + +aa = -1139.11 +bb = 1251.98 +/ + + Iteration 5 + WSSR : 80905 delta(WSSR)/WSSR : -4.14192e-09 + delta(WSSR) : -0.000335102 limit for stopping : 1e-05 + lambda : 9.69131e-06 + +resultant parameter values + +aa = -1139.84 +bb = 1252.67 + +After 5 iterations the fit converged. +final sum of squares of residuals : 80905 +rel. change during last iteration : -4.14192e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 28.7326 +variance of residuals (reduced chisquare) = WSSR/ndf : 825.562 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -1139.84 +/- 1146 (100.6%) +bb = 1252.67 +/- 1075 (85.78%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.07511e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.969131 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 7165.03 delta(WSSR)/WSSR : -567.75 + delta(WSSR) : -4.06795e+06 limit for stopping : 1e-05 + lambda : 0.0969131 + +resultant parameter values + +aaa = 99.942 +bbb = 108.958 +/ + + Iteration 2 + WSSR : 6587.75 delta(WSSR)/WSSR : -0.087629 + delta(WSSR) : -577.278 limit for stopping : 1e-05 + lambda : 0.00969131 + +resultant parameter values + +aaa = -14.7552 +bbb = 217.461 +/ + + Iteration 3 + WSSR : 327.441 delta(WSSR)/WSSR : -19.1189 + delta(WSSR) : -6260.31 limit for stopping : 1e-05 + lambda : 0.000969131 + +resultant parameter values + +aaa = -2541.03 +bbb = 2585.2 +/ + + Iteration 4 + WSSR : 11.161 delta(WSSR)/WSSR : -28.3379 + delta(WSSR) : -316.28 limit for stopping : 1e-05 + lambda : 9.69131e-05 + +resultant parameter values + +aaa = -3248.68 +bbb = 3248.44 +/ + + Iteration 5 + WSSR : 11.1585 delta(WSSR)/WSSR : -0.0002224 + delta(WSSR) : -0.00248166 limit for stopping : 1e-05 + lambda : 9.69131e-06 + +resultant parameter values + +aaa = -3250.66 +bbb = 3250.3 +/ + + Iteration 6 + WSSR : 11.1585 delta(WSSR)/WSSR : -3.20773e-13 + delta(WSSR) : -3.57936e-12 limit for stopping : 1e-05 + lambda : 9.69131e-07 + +resultant parameter values + +aaa = -3250.66 +bbb = 3250.3 + +After 6 iterations the fit converged. +final sum of squares of residuals : 11.1585 +rel. change during last iteration : -3.20773e-13 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.337435 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.113863 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3250.66 +/- 13.46 (0.4142%) +bbb = 3250.3 +/- 12.62 (0.3883%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.script b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.script new file mode 100644 index 0000000..9464ae7 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171023-evolution1D_5x5_100Times.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171023-evolution1D_5x5_100Times_regularity-vs-steps.png" +plot "20171023-evolution1D_5x5_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171023-evolution1D_5x5_100Times.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171023-evolution1D_5x5_100Times_improvement-vs-steps.png" +plot "20171023-evolution1D_5x5_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171023-evolution1D_5x5_100Times.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171023-evolution1D_5x5_100Times_improvement-vs-evo-error.png" +plot "20171023-evolution1D_5x5_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.log new file mode 100644 index 0000000..b1ded0c --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.log @@ -0,0 +1,2131 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: setting source +info: setting target +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0418034 0 +info: bbmax: 2.18552 1.0806 0 +info: bbsize: 2.33302 1.1224 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.328 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0270038 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935218 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 219: 210.017 0.026188 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0611219 0 +info: bbmax: 2.17716 1.07356 0 +info: bbsize: 2.32466 1.13468 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.98 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261582 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940182 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 194.176 0.0278028 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14215 1.06018 0 +info: bbsize: 2.28965 1.13393 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.078 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0268568 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934781 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 211.999 0.0236673 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11763 1.07149 0 +info: bbsize: 2.26513 1.14524 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.611 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0268874 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939351 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 174: 196.94 0.0134815 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14415 1.08883 0 +info: bbsize: 2.29165 1.16258 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.503 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025098 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939749 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 174: 195.44 0.02879 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16734 1.08293 0 +info: bbsize: 2.31484 1.15668 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.385 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254724 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935203 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 210.172 0.0245472 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17397 1.07821 0 +info: bbsize: 2.32147 1.15196 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.372 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259866 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937468 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 204.076 0.0411318 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18771 1.0782 0 +info: bbsize: 2.33521 1.15195 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.379 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262421 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937142 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 204.641 0.026953 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1702 1.08288 0 +info: bbsize: 2.3177 1.15663 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.078 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258255 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93872 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 124: 199.424 0.0329157 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0536862 0 +info: bbmax: 2.16679 1.08378 0 +info: bbsize: 2.31429 1.13747 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.521 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254621 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935156 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 171: 210.503 0.0195882 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17288 1.07671 0 +info: bbsize: 2.32038 1.15046 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.146 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244512 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936647 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 116: 205.489 0.0325644 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14401 1.09044 0 +info: bbsize: 2.29151 1.16419 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.831 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246057 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934428 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 170: 212.864 0.0206536 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13183 1.07254 0 +info: bbsize: 2.27933 1.14629 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.93 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255741 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938267 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 200.473 0.0237701 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16239 1.09295 0 +info: bbsize: 2.30989 1.1667 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.979 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258424 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940501 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 153: 193.623 0.0322226 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16038 1.07364 0 +info: bbsize: 2.30788 1.14739 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.02 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265276 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940492 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 193.001 0.0164425 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.10001 -0.07375 0 +info: bbmax: 2.18018 1.08317 0 +info: bbsize: 2.28019 1.15692 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.308 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259888 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937812 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 201.816 0.0308114 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.09029 0 +info: bbsize: 2.26312 1.16404 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.913 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252913 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937616 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 164: 202.381 0.0346187 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17617 1.05086 0 +info: bbsize: 2.32367 1.12461 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.448 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0269592 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935561 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 170: 209.326 0.0227042 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16074 1.08445 0 +info: bbsize: 2.30824 1.1582 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.149 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259963 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936893 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 204.696 0.0195319 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16414 1.07953 0 +info: bbsize: 2.31164 1.15328 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.039 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265162 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933048 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 221: 217.354 0.014461 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.057757 0 +info: bbmax: 2.15965 1.07793 0 +info: bbsize: 2.30715 1.13569 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.745 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261878 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939934 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 194.719 0.0218284 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16653 1.06955 0 +info: bbsize: 2.31403 1.1433 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.256 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248684 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939446 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 196.482 0.0242573 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17717 1.02955 0 +info: bbsize: 2.32467 1.1033 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.454 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246648 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934753 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 212.556 0.0204283 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17686 1.06707 0 +info: bbsize: 2.32436 1.14082 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.498 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247759 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93678 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 249: 205.215 0.0232014 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1576 1.09116 0 +info: bbsize: 2.3051 1.16491 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.215 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0272018 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935256 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 152: 209.963 0.0354091 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14136 1.06182 0 +info: bbsize: 2.28886 1.13557 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 176.872 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258692 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.942918 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 185.388 0.0220326 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14904 1.07789 0 +info: bbsize: 2.29654 1.15164 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.993 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254891 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939531 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 175: 197.333 0.0244239 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.125072 -0.07375 0 +info: bbmax: 2.15329 1.08291 0 +info: bbsize: 2.27836 1.15666 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.396 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255788 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937783 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 201.953 0.0364852 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.07725 0 +info: bbsize: 2.26312 1.151 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.916 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250583 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935675 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 179: 208.411 0.0230007 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.14643 -0.07375 0 +info: bbmax: 2.10584 1.07108 0 +info: bbsize: 2.25227 1.14483 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.459 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0240285 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936911 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 168: 205.03 0.0304058 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15708 1.09061 0 +info: bbsize: 2.30458 1.16436 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.667 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259539 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937086 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 144: 203.592 0.0293517 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18746 1.06908 0 +info: bbsize: 2.33496 1.14283 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.908 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259895 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938588 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 131: 198.904 0.0265343 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1494 1.08726 0 +info: bbsize: 2.2969 1.16101 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.245 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0243988 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936215 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 218: 207.1 0.0315495 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12879 1.08993 0 +info: bbsize: 2.27629 1.16368 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.956 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0236481 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933212 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 179: 216.766 0.0271003 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17142 1.05834 0 +info: bbsize: 2.31892 1.13209 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.1 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0268442 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937556 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 219: 203.557 0.0204071 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.120736 -0.07375 0 +info: bbmax: 2.17911 1.08116 0 +info: bbsize: 2.29985 1.15491 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.962 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.027896 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933399 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 215.957 0.0240901 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17881 1.05539 0 +info: bbsize: 2.32631 1.12914 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.8 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265891 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936683 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 205.583 0.0173965 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1317 1.05089 0 +info: bbsize: 2.2792 1.12464 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.265 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025571 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936209 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 174: 206.589 0.062144 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13751 1.0559 0 +info: bbsize: 2.28501 1.12965 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.898 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265626 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940657 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 192.908 0.0212529 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1371 1.07222 0 +info: bbsize: 2.2846 1.14597 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.383 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263517 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937788 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 201.816 0.0230308 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.101013 -0.07375 0 +info: bbmax: 2.16459 1.04345 0 +info: bbsize: 2.2656 1.1172 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.965 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02665 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936306 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 206.744 0.0175088 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12803 1.07324 0 +info: bbsize: 2.27553 1.14699 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 211.763 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252499 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93152 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 222.345 0.0212795 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0692145 0 +info: bbmax: 2.16079 1.09074 0 +info: bbsize: 2.30829 1.15995 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.76 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258083 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934755 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 170: 211.753 0.013526 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17361 1.08281 0 +info: bbsize: 2.32111 1.15656 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.578 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0240447 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937724 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 202.035 0.0294004 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.134368 -0.0568759 0 +info: bbmax: 2.14098 1.05781 0 +info: bbsize: 2.27534 1.11469 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.119 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256623 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.942077 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 187.419 0.0305427 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17455 1.05321 0 +info: bbsize: 2.32205 1.12696 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.931 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261872 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935347 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 209.583 0.0259573 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0733989 0 +info: bbmax: 2.15941 1.0753 0 +info: bbsize: 2.30691 1.1487 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.572 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265309 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935786 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 163: 208.384 0.0203368 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.05951 0 +info: bbsize: 2.31891 1.13326 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.541 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244192 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938707 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 152: 198.814 0.0301131 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14802 1.0794 0 +info: bbsize: 2.29552 1.15315 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.552 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254244 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939026 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 264: 197.908 0.0288951 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14846 1.072 0 +info: bbsize: 2.29596 1.14575 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.311 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259736 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936517 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 205.888 0.0239086 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18635 1.0747 0 +info: bbsize: 2.33385 1.14845 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.619 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259758 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93739 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 203.183 0.0289302 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17529 1.08044 0 +info: bbsize: 2.32279 1.15419 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.486 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0249865 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936162 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 206.746 0.0381397 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15023 1.06835 0 +info: bbsize: 2.29773 1.1421 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.216 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252898 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937842 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 152: 201.4 0.0300364 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.104538 -0.07375 0 +info: bbmax: 2.18915 1.08112 0 +info: bbsize: 2.29369 1.15487 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.819 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258296 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93797 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 163: 201.356 0.0323631 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15465 1.07911 0 +info: bbsize: 2.30215 1.15286 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.291 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.024954 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9362 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 207.008 0.023241 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.133726 -0.07375 0 +info: bbmax: 2.16509 1.07948 0 +info: bbsize: 2.29881 1.15323 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.421 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262888 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935835 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 245: 208.242 0.016513 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15353 1.08881 0 +info: bbsize: 2.30103 1.16256 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 173.917 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258121 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.943759 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 217: 182.345 0.0270811 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1556 1.0904 0 +info: bbsize: 2.3031 1.16415 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.495 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244781 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935852 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 208.098 0.0311028 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17136 1.07671 0 +info: bbsize: 2.31886 1.15046 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.206 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0240907 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939785 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 144: 195.312 0.0331813 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0883068 -0.07375 0 +info: bbmax: 2.17663 1.07812 0 +info: bbsize: 2.26494 1.15187 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.413 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.028108 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932927 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 217.635 0.0244894 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15827 1.07911 0 +info: bbsize: 2.30577 1.15286 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.144 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253456 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938511 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 139: 199.545 0.0234678 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13841 1.09362 0 +info: bbsize: 2.28591 1.16737 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.653 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254203 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932034 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 163: 221.055 0.0217421 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.06626 0 +info: bbmax: 2.18003 1.083 0 +info: bbsize: 2.32753 1.14926 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 177.742 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026504 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.942522 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 164: 186.616 0.0346536 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15544 1.08143 0 +info: bbsize: 2.30294 1.15518 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.578 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0267732 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934491 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 212.663 0.0189755 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0659995 0 +info: bbmax: 2.16116 1.07341 0 +info: bbsize: 2.30866 1.13941 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.695 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265702 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93898 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 197.685 0.0226114 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.12002 -0.07375 0 +info: bbmax: 2.15424 1.08537 0 +info: bbsize: 2.27426 1.15912 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.57 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256463 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939021 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 197.938 0.0267357 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.09062 0 +info: bbsize: 2.31891 1.16437 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.425 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259552 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939714 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 195.677 0.0161502 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17247 1.05305 0 +info: bbsize: 2.31997 1.1268 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.046 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026477 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93531 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 174: 209.383 0.0352251 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.136441 -0.07375 0 +info: bbmax: 2.16423 1.0872 0 +info: bbsize: 2.30067 1.16095 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.661 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0245068 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940932 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 191.502 0.0353967 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16198 1.06775 0 +info: bbsize: 2.30948 1.1415 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.496 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259444 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936781 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 204.873 0.0212293 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13173 1.0692 0 +info: bbsize: 2.27923 1.14295 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.052 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264351 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934661 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 212: 211.746 0.0219016 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.110801 -0.07375 0 +info: bbmax: 2.16633 1.08632 0 +info: bbsize: 2.27713 1.16007 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.31 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255937 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938458 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 199.825 0.0212959 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17709 1.05819 0 +info: bbsize: 2.32459 1.13194 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.31 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.024586 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937811 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 201.644 0.020784 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18246 1.05995 0 +info: bbsize: 2.32996 1.1337 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.367 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261489 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934882 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 140: 211.193 0.0242847 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.134 1.06874 0 +info: bbsize: 2.2815 1.14249 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.703 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254092 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941888 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 142: 188.536 0.0227516 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15972 1.05733 0 +info: bbsize: 2.30722 1.13108 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.997 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0249515 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934355 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 206: 214.076 0.0285362 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18369 1.08847 0 +info: bbsize: 2.33119 1.16222 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.483 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255818 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935492 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 209.196 0.0244804 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14735 1.06674 0 +info: bbsize: 2.29485 1.14049 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.593 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250318 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933516 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 156: 215.274 0.0305867 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13735 1.06452 0 +info: bbsize: 2.28485 1.13827 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.207 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252243 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936551 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 205.835 0.0216306 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18031 1.08717 0 +info: bbsize: 2.32781 1.16092 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.083 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.024151 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937238 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 201: 203.315 0.0346939 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13294 1.09017 0 +info: bbsize: 2.28044 1.16392 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.065 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0231888 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93692 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 204.703 0.018846 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.106433 -0.07375 0 +info: bbmax: 2.16896 1.09278 0 +info: bbsize: 2.27539 1.16653 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.465 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0240606 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933881 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 214.323 0.0308461 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18093 1.05648 0 +info: bbsize: 2.32843 1.13023 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.983 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255332 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939534 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 130: 195.858 0.0265844 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.072265 0 +info: bbmax: 2.11562 1.07081 0 +info: bbsize: 2.26312 1.14307 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.229 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262589 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93525 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 251: 210.131 0.01344 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18424 1.03309 0 +info: bbsize: 2.33174 1.10684 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.85 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0279024 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933109 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 202: 216.95 0.0219427 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17702 1.06529 0 +info: bbsize: 2.32452 1.13904 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.689 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247676 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938659 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 147: 198.398 0.0197946 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0947924 -0.07375 0 +info: bbmax: 2.11505 1.04016 0 +info: bbsize: 2.20985 1.11391 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.651 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0284458 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939318 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 196.868 0.0193618 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.125669 -0.07375 0 +info: bbmax: 2.14732 1.07239 0 +info: bbsize: 2.27299 1.14614 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.598 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0272501 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934161 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 213.772 0.019697 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.14341 -0.07375 0 +info: bbmax: 2.16025 1.08748 0 +info: bbsize: 2.30366 1.16123 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.47 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025948 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939379 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 170: 196.619 0.0249324 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1515 1.05781 0 +info: bbsize: 2.299 1.13156 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.922 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259067 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93535 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 209.363 0.0266865 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18611 1.06954 0 +info: bbsize: 2.33361 1.14329 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.224 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253141 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939456 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 196.56 0.023899 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16437 1.06017 0 +info: bbsize: 2.31187 1.13392 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.914 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0267081 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933735 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 215.082 0.0330048 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0804092 -0.07375 0 +info: bbmax: 2.1602 1.08149 0 +info: bbsize: 2.24061 1.15524 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.889 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0270497 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938271 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 175: 200.205 0.0181035 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15283 1.08261 0 +info: bbsize: 2.30033 1.15636 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.818 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257017 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939942 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 194.969 0.0205674 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14825 1.0714 0 +info: bbsize: 2.29575 1.14515 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.609 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252534 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940638 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 230: 192.217 0.0394527 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17257 1.09137 0 +info: bbsize: 2.32008 1.16512 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.098 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254597 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935946 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 207.494 0.0263698 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18331 1.09067 0 +info: bbsize: 2.33081 1.16442 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.321 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257344 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937485 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 146: 202.577 0.0171429 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0682618 0 +info: bbmax: 2.12204 1.06566 0 +info: bbsize: 2.26954 1.13392 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.767 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256023 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939604 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 195.496 0.029695 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14127 1.07823 0 +info: bbsize: 2.28877 1.15198 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.881 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253724 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937303 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 203.431 0.0311859 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15359 1.0775 0 +info: bbsize: 2.30109 1.15125 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.061 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262359 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941125 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 191.128 0.0179055 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.spearman b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.spearman new file mode 100644 index 0000000..b2c053e --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171023-evolution1D_5x5_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 0.17 +y 0.17 1.00 + +n= 100 + + +P + x y +x 0.0993 +y 0.0993 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_improvement-vs-evo-error.png new file mode 100644 index 0000000..2935253 Binary files /dev/null and b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_improvement-vs-steps.png new file mode 100644 index 0000000..db51c13 Binary files /dev/null and b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_regularity-vs-steps.png new file mode 100644 index 0000000..71ac2f1 Binary files /dev/null and b/dokumentation/evolution1d/20171023-evolution1D_5x5_100Times_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_adv-lamb_100Times.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_adv-lamb_100Times.log new file mode 100644 index 0000000..5d9827f --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_adv-lamb_100Times.log @@ -0,0 +1,2431 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: setting source +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: setting target +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0627962 0 +info: bbmax: 2.17918 1.08265 0 +info: bbsize: 2.32668 1.14545 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.603 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026188 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940021 +info: EVOL: improvement l.5: 0.979787 +info: EVOL: improvement l.75: 0.958161 +info: EVOL: improvement l.25: 0.995351 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 253: 188.254 0.0232041 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13551 1.0892 0 +info: bbsize: 2.28301 1.16295 0 +info: setting up22500Points +info: worst iteration-count:17 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.451 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244511 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93446 +info: EVOL: improvement l.5: 0.977913 +info: EVOL: improvement l.75: 0.954281 +info: EVOL: improvement l.25: 0.99492 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 205.896 0.0228021 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1437 -0.07375 0 +info: bbmax: 2.10363 1.06476 0 +info: bbsize: 2.24732 1.13851 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.09 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262443 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936855 +info: EVOL: improvement l.5: 0.97872 +info: EVOL: improvement l.75: 0.955952 +info: EVOL: improvement l.25: 0.995106 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 159: 198.496 0.0265 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15842 1.07563 0 +info: bbsize: 2.30592 1.14938 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.532 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261834 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936372 +info: EVOL: improvement l.5: 0.978557 +info: EVOL: improvement l.75: 0.955615 +info: EVOL: improvement l.25: 0.995068 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 199.725 0.0171699 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14528 1.06304 0 +info: bbsize: 2.29278 1.13679 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.508 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256818 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93638 +info: EVOL: improvement l.5: 0.97856 +info: EVOL: improvement l.75: 0.95562 +info: EVOL: improvement l.25: 0.995069 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 187: 200.021 0.0279554 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.06758 0 +info: bbsize: 2.26312 1.14133 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.427 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0276415 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934737 +info: EVOL: improvement l.5: 0.978006 +info: EVOL: improvement l.75: 0.954474 +info: EVOL: improvement l.25: 0.994942 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 233: 205.078 0.0239691 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17426 1.08478 0 +info: bbsize: 2.32176 1.15853 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.043 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248676 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937537 +info: EVOL: improvement l.5: 0.978949 +info: EVOL: improvement l.75: 0.956427 +info: EVOL: improvement l.25: 0.995159 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 147: 195.885 0.0307528 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13848 1.09268 0 +info: bbsize: 2.28598 1.16643 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.789 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0266311 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938623 +info: EVOL: improvement l.5: 0.979316 +info: EVOL: improvement l.75: 0.957185 +info: EVOL: improvement l.25: 0.995243 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 192.902 0.0200394 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16073 1.06831 0 +info: bbsize: 2.30823 1.14206 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 178.989 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248993 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940228 +info: EVOL: improvement l.5: 0.979856 +info: EVOL: improvement l.75: 0.958305 +info: EVOL: improvement l.25: 0.995367 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 218: 187.778 0.0188421 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15064 1.04171 0 +info: bbsize: 2.29814 1.11546 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.752 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0272486 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934294 +info: EVOL: improvement l.5: 0.977857 +info: EVOL: improvement l.75: 0.954166 +info: EVOL: improvement l.25: 0.994907 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 206.385 0.0247391 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.08364 0 +info: bbsize: 2.26312 1.15739 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.537 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0266148 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938374 +info: EVOL: improvement l.5: 0.979232 +info: EVOL: improvement l.75: 0.957011 +info: EVOL: improvement l.25: 0.995223 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 192: 193.482 0.0207295 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.10299 1.07783 0 +info: bbsize: 2.25049 1.15158 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.489 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259811 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932757 +info: EVOL: improvement l.5: 0.977339 +info: EVOL: improvement l.75: 0.953094 +info: EVOL: improvement l.25: 0.994788 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 211.501 0.020084 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.109985 -0.07375 0 +info: bbmax: 2.16853 1.06877 0 +info: bbsize: 2.27852 1.14252 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.803 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263512 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933275 +info: EVOL: improvement l.5: 0.977513 +info: EVOL: improvement l.75: 0.953455 +info: EVOL: improvement l.25: 0.994828 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 261: 209.303 0.0238203 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12284 1.0857 0 +info: bbsize: 2.27034 1.15945 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.761 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264791 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934291 +info: EVOL: improvement l.5: 0.977856 +info: EVOL: improvement l.75: 0.954164 +info: EVOL: improvement l.25: 0.994907 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 142: 206.22 0.0255644 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.116483 -0.07375 0 +info: bbmax: 2.18029 1.08505 0 +info: bbsize: 2.29677 1.1588 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.277 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0267124 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933786 +info: EVOL: improvement l.5: 0.977685 +info: EVOL: improvement l.75: 0.953811 +info: EVOL: improvement l.25: 0.994868 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 207.938 0.0336422 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.0792 0 +info: bbsize: 2.31891 1.15295 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.415 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264034 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9304 +info: EVOL: improvement l.5: 0.976544 +info: EVOL: improvement l.75: 0.951449 +info: EVOL: improvement l.25: 0.994605 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 137: 218.736 0.0313946 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15563 1.08661 0 +info: bbsize: 2.30313 1.16036 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.674 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252068 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930647 +info: EVOL: improvement l.5: 0.976628 +info: EVOL: improvement l.75: 0.951621 +info: EVOL: improvement l.25: 0.994625 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 217.926 0.0150835 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16116 1.0857 0 +info: bbsize: 2.30866 1.15945 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.854 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0239334 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936932 +info: EVOL: improvement l.5: 0.978746 +info: EVOL: improvement l.75: 0.956005 +info: EVOL: improvement l.25: 0.995112 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 223: 198.057 0.0253543 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16916 1.09276 0 +info: bbsize: 2.31666 1.16651 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 219.268 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250067 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.926775 +info: EVOL: improvement l.5: 0.975323 +info: EVOL: improvement l.75: 0.94892 +info: EVOL: improvement l.25: 0.994324 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 159: 230.187 0.0183427 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18831 1.08709 0 +info: bbsize: 2.33581 1.16084 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.945 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0249211 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931558 +info: EVOL: improvement l.5: 0.976935 +info: EVOL: improvement l.75: 0.952257 +info: EVOL: improvement l.25: 0.994695 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 215.127 0.0234684 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17032 1.06219 0 +info: bbsize: 2.31782 1.13594 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.53 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253226 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932031 +info: EVOL: improvement l.5: 0.977094 +info: EVOL: improvement l.75: 0.952587 +info: EVOL: improvement l.25: 0.994732 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 213.673 0.016402 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17422 1.06765 0 +info: bbsize: 2.32172 1.1414 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.941 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02429 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936235 +info: EVOL: improvement l.5: 0.978511 +info: EVOL: improvement l.75: 0.955519 +info: EVOL: improvement l.25: 0.995058 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 121: 200.174 0.0488998 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.135395 -0.07375 0 +info: bbmax: 2.16279 1.09176 0 +info: bbsize: 2.29818 1.16551 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.434 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026564 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937085 +info: EVOL: improvement l.5: 0.978797 +info: EVOL: improvement l.75: 0.956112 +info: EVOL: improvement l.25: 0.995124 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 139: 197.224 0.022272 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.07744 1.07621 0 +info: bbsize: 2.22494 1.14996 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.602 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257663 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935682 +info: EVOL: improvement l.5: 0.978325 +info: EVOL: improvement l.75: 0.955134 +info: EVOL: improvement l.25: 0.995015 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 194: 202.147 0.0170614 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16154 1.079 0 +info: bbsize: 2.30904 1.15275 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.234 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0234601 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936806 +info: EVOL: improvement l.5: 0.978703 +info: EVOL: improvement l.75: 0.955918 +info: EVOL: improvement l.25: 0.995102 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 138: 198.141 0.0424643 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12462 1.0857 0 +info: bbsize: 2.27212 1.15945 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.368 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025791 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934422 +info: EVOL: improvement l.5: 0.9779 +info: EVOL: improvement l.75: 0.954255 +info: EVOL: improvement l.25: 0.994917 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 206.172 0.0266269 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18028 1.0876 0 +info: bbsize: 2.32778 1.16135 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.929 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257442 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930896 +info: EVOL: improvement l.5: 0.976711 +info: EVOL: improvement l.75: 0.951795 +info: EVOL: improvement l.25: 0.994644 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 177: 217.236 0.0313754 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15893 1.08514 0 +info: bbsize: 2.30643 1.15889 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.073 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248913 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930514 +info: EVOL: improvement l.5: 0.976583 +info: EVOL: improvement l.75: 0.951528 +info: EVOL: improvement l.25: 0.994614 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 171: 218.32 0.0186665 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16983 1.06252 0 +info: bbsize: 2.31733 1.13627 0 +info: setting up22500Points +info: worst iteration-count:10 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.852 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02525 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934261 +info: EVOL: improvement l.5: 0.977846 +info: EVOL: improvement l.75: 0.954142 +info: EVOL: improvement l.25: 0.994905 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 162: 206.082 0.0317539 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.06195 0 +info: bbsize: 2.26312 1.1357 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.103 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0269448 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934512 +info: EVOL: improvement l.5: 0.97793 +info: EVOL: improvement l.75: 0.954318 +info: EVOL: improvement l.25: 0.994924 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 205.887 0.0319141 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.141924 -0.07375 0 +info: bbmax: 2.11562 1.08126 0 +info: bbsize: 2.25755 1.15501 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.662 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02717 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932989 +info: EVOL: improvement l.5: 0.977417 +info: EVOL: improvement l.75: 0.953255 +info: EVOL: improvement l.25: 0.994806 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 210.591 0.0191685 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12953 1.08885 0 +info: bbsize: 2.27703 1.1626 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.795 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248511 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935616 +info: EVOL: improvement l.5: 0.978302 +info: EVOL: improvement l.75: 0.955088 +info: EVOL: improvement l.25: 0.99501 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 202.024 0.0216186 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17696 1.0914 0 +info: bbsize: 2.32446 1.16515 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.416 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255063 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932737 +info: EVOL: improvement l.5: 0.977332 +info: EVOL: improvement l.75: 0.953079 +info: EVOL: improvement l.25: 0.994787 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 211.435 0.0186956 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17373 1.0831 0 +info: bbsize: 2.32123 1.15685 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.352 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0236198 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935764 +info: EVOL: improvement l.5: 0.978352 +info: EVOL: improvement l.75: 0.955191 +info: EVOL: improvement l.25: 0.995021 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 201.584 0.027124 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14745 1.08262 0 +info: bbsize: 2.29495 1.15637 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.207 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0272397 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938825 +info: EVOL: improvement l.5: 0.979384 +info: EVOL: improvement l.75: 0.957326 +info: EVOL: improvement l.25: 0.995258 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 191.923 0.0400563 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15708 1.08617 0 +info: bbsize: 2.30458 1.15992 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.013 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253904 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930534 +info: EVOL: improvement l.5: 0.976589 +info: EVOL: improvement l.75: 0.951542 +info: EVOL: improvement l.25: 0.994616 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 148: 217.876 0.0354772 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.139164 -0.07375 0 +info: bbmax: 2.17141 1.08806 0 +info: bbsize: 2.31057 1.16181 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.242 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02544 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933797 +info: EVOL: improvement l.5: 0.977689 +info: EVOL: improvement l.75: 0.953819 +info: EVOL: improvement l.25: 0.994869 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 220: 207.826 0.0198802 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18116 1.06038 0 +info: bbsize: 2.32867 1.13413 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.364 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261942 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936428 +info: EVOL: improvement l.5: 0.978576 +info: EVOL: improvement l.75: 0.955654 +info: EVOL: improvement l.25: 0.995073 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 229: 199.813 0.017872 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18808 1.08892 0 +info: bbsize: 2.33558 1.16267 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.888 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0260878 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933248 +info: EVOL: improvement l.5: 0.977504 +info: EVOL: improvement l.75: 0.953436 +info: EVOL: improvement l.25: 0.994826 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 209.821 0.0433316 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0556962 0 +info: bbmax: 2.14278 1.09035 0 +info: bbsize: 2.29028 1.14604 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.861 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0268398 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935594 +info: EVOL: improvement l.5: 0.978295 +info: EVOL: improvement l.75: 0.955072 +info: EVOL: improvement l.25: 0.995008 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 202.42 0.0178469 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18535 1.06095 0 +info: bbsize: 2.33285 1.1347 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.098 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262855 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935856 +info: EVOL: improvement l.5: 0.978383 +info: EVOL: improvement l.75: 0.955255 +info: EVOL: improvement l.25: 0.995028 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 201.417 0.0248602 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17349 1.08142 0 +info: bbsize: 2.32099 1.15517 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.505 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252787 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939556 +info: EVOL: improvement l.5: 0.97963 +info: EVOL: improvement l.75: 0.957836 +info: EVOL: improvement l.25: 0.995315 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 190.047 0.0284528 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18484 1.09118 0 +info: bbsize: 2.33234 1.16493 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.323 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0267028 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937443 +info: EVOL: improvement l.5: 0.978918 +info: EVOL: improvement l.75: 0.956362 +info: EVOL: improvement l.25: 0.995151 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 196.374 0.0358928 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14885 1.07181 0 +info: bbsize: 2.29635 1.14556 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.677 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255025 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938327 +info: EVOL: improvement l.5: 0.979216 +info: EVOL: improvement l.75: 0.956979 +info: EVOL: improvement l.25: 0.99522 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 193.685 0.024289 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14193 1.07521 0 +info: bbsize: 2.28943 1.14896 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.213 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252094 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931469 +info: EVOL: improvement l.5: 0.976905 +info: EVOL: improvement l.75: 0.952195 +info: EVOL: improvement l.25: 0.994688 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 194: 215.462 0.0177816 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15087 1.05554 0 +info: bbsize: 2.29837 1.12929 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.104 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0274611 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932507 +info: EVOL: improvement l.5: 0.977254 +info: EVOL: improvement l.75: 0.952919 +info: EVOL: improvement l.25: 0.994769 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 212.139 0.0193782 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16081 1.06266 0 +info: bbsize: 2.30831 1.13641 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.727 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261381 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936977 +info: EVOL: improvement l.5: 0.978761 +info: EVOL: improvement l.75: 0.956037 +info: EVOL: improvement l.25: 0.995115 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 146: 197.984 0.022975 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18866 1.08759 0 +info: bbsize: 2.33616 1.16134 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.625 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255377 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934671 +info: EVOL: improvement l.5: 0.977984 +info: EVOL: improvement l.75: 0.954428 +info: EVOL: improvement l.25: 0.994936 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 204.831 0.0274209 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1598 1.08756 0 +info: bbsize: 2.3073 1.16131 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.408 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0243666 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935745 +info: EVOL: improvement l.5: 0.978346 +info: EVOL: improvement l.75: 0.955178 +info: EVOL: improvement l.25: 0.99502 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 184: 201.998 0.0295321 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18128 1.09027 0 +info: bbsize: 2.32878 1.16402 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.585 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257087 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935029 +info: EVOL: improvement l.5: 0.978104 +info: EVOL: improvement l.75: 0.954678 +info: EVOL: improvement l.25: 0.994964 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 204.132 0.0176607 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18288 1.08054 0 +info: bbsize: 2.33038 1.15429 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.338 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246703 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929237 +info: EVOL: improvement l.5: 0.976153 +info: EVOL: improvement l.75: 0.950638 +info: EVOL: improvement l.25: 0.994515 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 209: 222.918 0.0241369 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1731 1.09464 0 +info: bbsize: 2.3206 1.16839 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.9 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0245309 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939254 +info: EVOL: improvement l.5: 0.979528 +info: EVOL: improvement l.75: 0.957625 +info: EVOL: improvement l.25: 0.995292 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 190.866 0.0173801 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0705054 0 +info: bbmax: 2.1757 1.08676 0 +info: bbsize: 2.3232 1.15727 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.352 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258004 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93543 +info: EVOL: improvement l.5: 0.978239 +info: EVOL: improvement l.75: 0.954958 +info: EVOL: improvement l.25: 0.994995 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 202.647 0.0281892 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1538 1.08795 0 +info: bbsize: 2.3013 1.1617 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.972 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257228 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932551 +info: EVOL: improvement l.5: 0.977269 +info: EVOL: improvement l.75: 0.95295 +info: EVOL: improvement l.25: 0.994772 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 159: 211.847 0.0197761 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15622 1.08795 0 +info: bbsize: 2.30372 1.1617 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.39 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.024665 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936753 +info: EVOL: improvement l.5: 0.978686 +info: EVOL: improvement l.75: 0.955881 +info: EVOL: improvement l.25: 0.995098 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 198.75 0.0378911 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.08969 0 +info: bbsize: 2.31891 1.16344 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.861 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.024889 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928915 +info: EVOL: improvement l.5: 0.976044 +info: EVOL: improvement l.75: 0.950413 +info: EVOL: improvement l.25: 0.99449 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 164: 224.289 0.0270203 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14422 1.06924 0 +info: bbsize: 2.29172 1.14299 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 208.41 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265947 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930403 +info: EVOL: improvement l.5: 0.976545 +info: EVOL: improvement l.75: 0.951451 +info: EVOL: improvement l.25: 0.994606 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 218.633 0.0445227 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0292769 0 +info: bbmax: 2.14361 1.09328 0 +info: bbsize: 2.29111 1.12256 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.211 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248719 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934141 +info: EVOL: improvement l.5: 0.977805 +info: EVOL: improvement l.75: 0.954059 +info: EVOL: improvement l.25: 0.994895 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 206.585 0.0256113 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15549 1.0857 0 +info: bbsize: 2.30299 1.15945 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.28 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264211 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935595 +info: EVOL: improvement l.5: 0.978295 +info: EVOL: improvement l.75: 0.955073 +info: EVOL: improvement l.25: 0.995008 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 202.822 0.0209876 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16791 1.06445 0 +info: bbsize: 2.31541 1.1382 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.13 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247761 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938843 +info: EVOL: improvement l.5: 0.97939 +info: EVOL: improvement l.75: 0.957339 +info: EVOL: improvement l.25: 0.99526 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 192.806 0.0281888 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14935 1.06796 0 +info: bbsize: 2.29685 1.14171 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 214.345 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254178 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928419 +info: EVOL: improvement l.5: 0.975877 +info: EVOL: improvement l.75: 0.950067 +info: EVOL: improvement l.25: 0.994452 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 204: 224.986 0.0233669 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.09009 0 +info: bbsize: 2.31891 1.16384 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.282 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0243538 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933783 +info: EVOL: improvement l.5: 0.977685 +info: EVOL: improvement l.75: 0.953809 +info: EVOL: improvement l.25: 0.994868 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 159: 207.701 0.017893 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18493 1.08483 0 +info: bbsize: 2.33243 1.15858 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.332 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026492 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936439 +info: EVOL: improvement l.5: 0.978579 +info: EVOL: improvement l.75: 0.955661 +info: EVOL: improvement l.25: 0.995073 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 265: 199.844 0.0225251 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14444 1.05781 0 +info: bbsize: 2.29194 1.13156 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.448 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255424 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937614 +info: EVOL: improvement l.5: 0.978975 +info: EVOL: improvement l.75: 0.956481 +info: EVOL: improvement l.25: 0.995165 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 174: 196.687 0.0194459 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15599 1.09333 0 +info: bbsize: 2.30349 1.16708 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.94 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0237614 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937571 +info: EVOL: improvement l.5: 0.978961 +info: EVOL: improvement l.75: 0.956451 +info: EVOL: improvement l.25: 0.995161 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 196.03 0.0327835 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.09607 1.0857 0 +info: bbsize: 2.24357 1.15945 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.373 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0291347 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931749 +info: EVOL: improvement l.5: 0.976999 +info: EVOL: improvement l.75: 0.95239 +info: EVOL: improvement l.25: 0.99471 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 214.317 0.0221349 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17498 1.08319 0 +info: bbsize: 2.32248 1.15694 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.99 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0245251 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936553 +info: EVOL: improvement l.5: 0.978618 +info: EVOL: improvement l.75: 0.955741 +info: EVOL: improvement l.25: 0.995082 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 243: 199.197 0.0280832 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14614 1.07873 0 +info: bbsize: 2.29364 1.15248 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.767 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250692 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935291 +info: EVOL: improvement l.5: 0.978193 +info: EVOL: improvement l.75: 0.954861 +info: EVOL: improvement l.25: 0.994985 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 203.173 0.0213713 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18413 1.08325 0 +info: bbsize: 2.33163 1.157 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.374 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247131 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930747 +info: EVOL: improvement l.5: 0.976661 +info: EVOL: improvement l.75: 0.951691 +info: EVOL: improvement l.25: 0.994632 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 217.691 0.0213977 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.05781 0 +info: bbsize: 2.26312 1.13156 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.25 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258389 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932792 +info: EVOL: improvement l.5: 0.977351 +info: EVOL: improvement l.75: 0.953118 +info: EVOL: improvement l.25: 0.994791 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 143: 210.68 0.0255796 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.11553 -0.07375 0 +info: bbmax: 2.13552 1.08499 0 +info: bbsize: 2.25105 1.15874 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.58 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246806 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929009 +info: EVOL: improvement l.5: 0.976075 +info: EVOL: improvement l.75: 0.950479 +info: EVOL: improvement l.25: 0.994498 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 223.133 0.0236094 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14569 1.06333 0 +info: bbsize: 2.29319 1.13708 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.974 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025784 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93589 +info: EVOL: improvement l.5: 0.978395 +info: EVOL: improvement l.75: 0.955279 +info: EVOL: improvement l.25: 0.995031 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 201.275 0.0330152 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17808 1.08934 0 +info: bbsize: 2.32558 1.16309 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.387 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252672 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938097 +info: EVOL: improvement l.5: 0.979138 +info: EVOL: improvement l.75: 0.956818 +info: EVOL: improvement l.25: 0.995202 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 194.38 0.0257366 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18544 1.08593 0 +info: bbsize: 2.33294 1.15968 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.023 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263675 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929196 +info: EVOL: improvement l.5: 0.976139 +info: EVOL: improvement l.75: 0.950609 +info: EVOL: improvement l.25: 0.994512 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 222.547 0.0246763 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0504728 0 +info: bbmax: 2.15129 1.0825 0 +info: bbsize: 2.29879 1.13297 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.682 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026184 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937657 +info: EVOL: improvement l.5: 0.97899 +info: EVOL: improvement l.75: 0.956512 +info: EVOL: improvement l.25: 0.995168 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 186: 195.909 0.0179976 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15235 1.09268 0 +info: bbsize: 2.29985 1.16643 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.965 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0268297 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938978 +info: EVOL: improvement l.5: 0.979435 +info: EVOL: improvement l.75: 0.957433 +info: EVOL: improvement l.25: 0.99527 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 161: 191.875 0.0360357 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13949 1.06722 0 +info: bbsize: 2.28699 1.14097 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.758 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256502 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931784 +info: EVOL: improvement l.5: 0.977011 +info: EVOL: improvement l.75: 0.952414 +info: EVOL: improvement l.25: 0.994713 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 135: 214.718 0.0244786 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13796 1.06442 0 +info: bbsize: 2.28546 1.13817 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.023 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0240548 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934872 +info: EVOL: improvement l.5: 0.978051 +info: EVOL: improvement l.75: 0.954569 +info: EVOL: improvement l.25: 0.994952 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 236: 204.506 0.0168769 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17653 1.06936 0 +info: bbsize: 2.32403 1.14311 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.375 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256024 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933085 +info: EVOL: improvement l.5: 0.977449 +info: EVOL: improvement l.75: 0.953322 +info: EVOL: improvement l.25: 0.994814 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 163: 209.762 0.0341017 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17252 1.06233 0 +info: bbsize: 2.32002 1.13608 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 176.392 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.02493 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941094 +info: EVOL: improvement l.5: 0.980148 +info: EVOL: improvement l.75: 0.958909 +info: EVOL: improvement l.25: 0.995434 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 246: 185.182 0.024624 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17536 1.06855 0 +info: bbsize: 2.32286 1.1423 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.099 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0251406 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928167 +info: EVOL: improvement l.5: 0.975792 +info: EVOL: improvement l.75: 0.949892 +info: EVOL: improvement l.25: 0.994432 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 182: 225.686 0.0172172 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17095 1.06994 0 +info: bbsize: 2.31845 1.14369 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.048 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244025 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934529 +info: EVOL: improvement l.5: 0.977936 +info: EVOL: improvement l.75: 0.95433 +info: EVOL: improvement l.25: 0.994926 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 171: 205.79 0.0216345 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1735 1.09087 0 +info: bbsize: 2.321 1.16462 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.129 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250595 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935842 +info: EVOL: improvement l.5: 0.978378 +info: EVOL: improvement l.75: 0.955245 +info: EVOL: improvement l.25: 0.995027 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 163: 201.653 0.0246749 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1577 1.09301 0 +info: bbsize: 2.3052 1.16676 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.835 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025235 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936682 +info: EVOL: improvement l.5: 0.978661 +info: EVOL: improvement l.75: 0.955831 +info: EVOL: improvement l.25: 0.995092 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 113: 198.984 0.0430281 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15092 1.06226 0 +info: bbsize: 2.29842 1.13601 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.107 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256549 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931504 +info: EVOL: improvement l.5: 0.976916 +info: EVOL: improvement l.75: 0.952219 +info: EVOL: improvement l.25: 0.994691 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 165: 214.844 0.0304616 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0416151 0 +info: bbmax: 2.17308 1.0456 0 +info: bbsize: 2.32058 1.08722 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.362 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0281933 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935426 +info: EVOL: improvement l.5: 0.978238 +info: EVOL: improvement l.75: 0.954955 +info: EVOL: improvement l.25: 0.994995 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 133: 202.594 0.0230947 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11755 1.08391 0 +info: bbsize: 2.26505 1.15766 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 176.783 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253994 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940963 +info: EVOL: improvement l.5: 0.980104 +info: EVOL: improvement l.75: 0.958818 +info: EVOL: improvement l.25: 0.995424 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 165: 185.619 0.0298644 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15413 1.07722 0 +info: bbsize: 2.30163 1.15097 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.911 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0267396 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932571 +info: EVOL: improvement l.5: 0.977276 +info: EVOL: improvement l.75: 0.952964 +info: EVOL: improvement l.25: 0.994774 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 247: 211.904 0.0184367 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1275 1.07694 0 +info: bbsize: 2.275 1.15069 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.159 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264083 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937498 +info: EVOL: improvement l.5: 0.978936 +info: EVOL: improvement l.75: 0.9564 +info: EVOL: improvement l.25: 0.995156 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 195.98 0.0301479 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.123321 -0.07375 0 +info: bbmax: 2.17943 1.07308 0 +info: bbsize: 2.30275 1.14683 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.049 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259232 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938551 +info: EVOL: improvement l.5: 0.979291 +info: EVOL: improvement l.75: 0.957135 +info: EVOL: improvement l.25: 0.995237 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 232: 192.979 0.0173422 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0450087 0 +info: bbmax: 2.14983 1.07637 0 +info: bbsize: 2.29733 1.12138 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.792 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254979 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93161 +info: EVOL: improvement l.5: 0.976952 +info: EVOL: improvement l.75: 0.952293 +info: EVOL: improvement l.25: 0.994699 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 214.577 0.0239699 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.109974 -0.07375 0 +info: bbmax: 2.13586 1.09095 0 +info: bbsize: 2.24583 1.1647 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.555 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258068 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933358 +info: EVOL: improvement l.5: 0.977541 +info: EVOL: improvement l.75: 0.953513 +info: EVOL: improvement l.25: 0.994835 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 209.134 0.0261165 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14999 1.07186 0 +info: bbsize: 2.29749 1.14561 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.76 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261192 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936414 +info: EVOL: improvement l.5: 0.978571 +info: EVOL: improvement l.75: 0.955644 +info: EVOL: improvement l.25: 0.995072 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 200.294 0.023586 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16737 1.09347 0 +info: bbsize: 2.31487 1.16722 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.16 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0270901 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937832 +info: EVOL: improvement l.5: 0.979049 +info: EVOL: improvement l.75: 0.956633 +info: EVOL: improvement l.25: 0.995181 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 194.941 0.0553742 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.10916 1.06267 0 +info: bbsize: 2.25666 1.13642 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.062 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244287 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936195 +info: EVOL: improvement l.5: 0.978497 +info: EVOL: improvement l.75: 0.955491 +info: EVOL: improvement l.25: 0.995055 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 206: 199.917 0.0297287 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.136717 -0.07375 0 +info: bbmax: 2.18361 1.08613 0 +info: bbsize: 2.32033 1.15988 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.72 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264288 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934639 +info: EVOL: improvement l.5: 0.977973 +info: EVOL: improvement l.75: 0.954406 +info: EVOL: improvement l.25: 0.994934 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 205.385 0.0241264 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.111112 -0.07375 0 +info: bbmax: 2.1241 1.07742 0 +info: bbsize: 2.23522 1.15117 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.606 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0260995 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935048 +info: EVOL: improvement l.5: 0.978111 +info: EVOL: improvement l.75: 0.954691 +info: EVOL: improvement l.25: 0.994966 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 183: 204.299 0.0164021 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0499132 0 +info: bbmax: 2.15421 1.08317 0 +info: bbsize: 2.30171 1.13309 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.328 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0273905 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9331 +info: EVOL: improvement l.5: 0.977454 +info: EVOL: improvement l.75: 0.953333 +info: EVOL: improvement l.25: 0.994815 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 195: 210.307 0.0270821 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0712608 0 +info: bbmax: 2.13299 1.0857 0 +info: bbsize: 2.28049 1.15696 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.583 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264801 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935019 +info: EVOL: improvement l.5: 0.978101 +info: EVOL: improvement l.75: 0.954671 +info: EVOL: improvement l.25: 0.994963 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 203.889 0.0308113 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.0902713 -0.07375 0 +info: bbmax: 2.13886 1.0812 0 +info: bbsize: 2.22913 1.15495 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.311 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025923 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938783 +info: EVOL: improvement l.5: 0.97937 +info: EVOL: improvement l.75: 0.957297 +info: EVOL: improvement l.25: 0.995255 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 167: 192.409 0.0247795 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.csv b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.csv new file mode 100644 index 0000000..d72dfde --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.csv @@ -0,0 +1,101 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +194.615,0.0256414,0.00111111,0.935008,280,204.339,0.0211158 +186.859,0.025241,0.00111111,0.937598,178,196.023,0.035779 +194.904,0.0250637,0.00111111,0.935035,237,204.433,0.0196782 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+206.263,0.0266483,0.00111111,0.931118,120,216.042,0.024982 +201.442,0.0243968,0.00111111,0.932729,244,211.444,0.0257456 +204.63,0.0256544,0.00111111,0.931664,171,214.298,0.0272193 +193.367,0.0238477,0.00111111,0.935425,197,203.034,0.0309246 +201.393,0.0266939,0.00111111,0.932755,172,211.382,0.0304042 +203.595,0.0275457,0.00111111,0.932009,146,213.723,0.0166184 +194.472,0.0242801,0.00111111,0.935056,211,203.952,0.0189066 +215.046,0.0252047,0.00111111,0.928185,168,225.795,0.028415 +189.201,0.026061,0.00111111,0.936816,181,198.16,0.0267252 +193.743,0.0264994,0.00111111,0.935299,173,202.858,0.0234336 +185.965,0.0255461,0.00111111,0.9379,188,194.519,0.0348813 +185.884,0.026278,0.00111111,0.938303,211,195.018,0.025583 +184.878,0.0253248,0.00111111,0.93826,239,193.907,0.0281573 +181.157,0.0254367,0.00111111,0.939503,227,190.152,0.0213958 +174.989,0.0266925,0.00111111,0.941562,178,183.368,0.020574 +183.553,0.0259315,0.00111111,0.938702,229,192.687,0.0173681 +188.762,0.0268868,0.00111111,0.936963,228,198.059,0.0220334 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.fit.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.fit.log new file mode 100644 index 0000000..acb9d29 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.5353e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707338 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 121331 +rel. change during last iteration : -3.88287e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 35.1863 +variance of residuals (reduced chisquare) = WSSR/ndf : 1238.07 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -3758.73 +/- 3692 (98.23%) +b = 281.922 +/- 94.53 (33.53%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.50175e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.968323 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 120856 +rel. change during last iteration : -1.15804e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 35.1173 +variance of residuals (reduced chisquare) = WSSR/ndf : 1233.22 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 1396.7 +/- 1170 (83.75%) +bb = -1120.95 +/- 1094 (97.63%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.02742e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.968323 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 8.64172 +rel. change during last iteration : -1.2025e-13 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.296953 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0881808 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3142.35 +/- 9.891 (0.3148%) +bbb = 3142.28 +/- 9.254 (0.2945%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.log new file mode 100644 index 0000000..9d952f3 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 3.5353e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707338 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 122702 delta(WSSR)/WSSR : -27.812 + delta(WSSR) : -3.41259e+06 limit for stopping : 1e-05 + lambda : 0.0707338 + +resultant parameter values + +a = 5.01684 +b = 184.712 +/ + + Iteration 2 + WSSR : 122572 delta(WSSR)/WSSR : -0.00105982 + delta(WSSR) : -129.905 limit for stopping : 1e-05 + lambda : 0.00707338 + +resultant parameter values + +a = -62.0171 +b = 187.346 +/ + + Iteration 3 + WSSR : 121488 delta(WSSR)/WSSR : -0.0089256 + delta(WSSR) : -1084.35 limit for stopping : 1e-05 + lambda : 0.000707338 + +resultant parameter values + +a = -2445.03 +b = 248.313 +/ + + Iteration 4 + WSSR : 121331 delta(WSSR)/WSSR : -0.00129174 + delta(WSSR) : -156.729 limit for stopping : 1e-05 + lambda : 7.07338e-05 + +resultant parameter values + +a = -3751.53 +b = 281.737 +/ + + Iteration 5 + WSSR : 121331 delta(WSSR)/WSSR : -3.88287e-08 + delta(WSSR) : -0.00471113 limit for stopping : 1e-05 + lambda : 7.07338e-06 + +resultant parameter values + +a = -3758.73 +b = 281.922 + +After 5 iterations the fit converged. +final sum of squares of residuals : 121331 +rel. change during last iteration : -3.88287e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 35.1863 +variance of residuals (reduced chisquare) = WSSR/ndf : 1238.07 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -3758.73 +/- 3692 (98.23%) +b = 281.922 +/- 94.53 (33.53%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + + Iteration 0 + WSSR : 3.50175e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.968323 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 122471 delta(WSSR)/WSSR : -27.5926 + delta(WSSR) : -3.37928e+06 limit for stopping : 1e-05 + lambda : 0.0968323 + +resultant parameter values + +aa = 92.9237 +bb = 97.9148 +/ + + Iteration 2 + WSSR : 122241 delta(WSSR)/WSSR : -0.00187587 + delta(WSSR) : -229.309 limit for stopping : 1e-05 + lambda : 0.00968323 + +resultant parameter values + +aa = 156.929 +bb = 38.9476 +/ + + Iteration 3 + WSSR : 120893 delta(WSSR)/WSSR : -0.011154 + delta(WSSR) : -1348.44 limit for stopping : 1e-05 + lambda : 0.000968323 + +resultant parameter values + +aa = 1194.32 +bb = -931.604 +/ + + Iteration 4 + WSSR : 120856 delta(WSSR)/WSSR : -0.000305459 + delta(WSSR) : -36.9165 limit for stopping : 1e-05 + lambda : 9.68323e-05 + +resultant parameter values + +aa = 1396.3 +bb = -1120.58 +/ + + Iteration 5 + WSSR : 120856 delta(WSSR)/WSSR : -1.15804e-09 + delta(WSSR) : -0.000139956 limit for stopping : 1e-05 + lambda : 9.68323e-06 + +resultant parameter values + +aa = 1396.7 +bb = -1120.95 + +After 5 iterations the fit converged. +final sum of squares of residuals : 120856 +rel. change during last iteration : -1.15804e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 35.1173 +variance of residuals (reduced chisquare) = WSSR/ndf : 1233.22 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 1396.7 +/- 1170 (83.75%) +bb = -1120.95 +/- 1094 (97.63%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.02742e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.968323 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 9579.65 delta(WSSR)/WSSR : -419.414 + delta(WSSR) : -4.01784e+06 limit for stopping : 1e-05 + lambda : 0.0968323 + +resultant parameter values + +aaa = 98.843 +bbb = 108.911 +/ + + Iteration 2 + WSSR : 8579.06 delta(WSSR)/WSSR : -0.116632 + delta(WSSR) : -1000.59 limit for stopping : 1e-05 + lambda : 0.00968323 + +resultant parameter values + +aaa = -58.7227 +bbb = 257.323 +/ + + Iteration 3 + WSSR : 237.025 delta(WSSR)/WSSR : -35.1948 + delta(WSSR) : -8342.03 limit for stopping : 1e-05 + lambda : 0.000968323 + +resultant parameter values + +aaa = -2638.97 +bbb = 2671.33 +/ + + Iteration 4 + WSSR : 8.64259 delta(WSSR)/WSSR : -26.4252 + delta(WSSR) : -228.382 limit for stopping : 1e-05 + lambda : 9.68323e-05 + +resultant parameter values + +aaa = -3141.37 +bbb = 3141.36 +/ + + Iteration 5 + WSSR : 8.64172 delta(WSSR)/WSSR : -0.000100192 + delta(WSSR) : -0.00086583 limit for stopping : 1e-05 + lambda : 9.68323e-06 + +resultant parameter values + +aaa = -3142.35 +bbb = 3142.28 +/ + + Iteration 6 + WSSR : 8.64172 delta(WSSR)/WSSR : -1.2025e-13 + delta(WSSR) : -1.03917e-12 limit for stopping : 1e-05 + lambda : 9.68323e-07 + +resultant parameter values + +aaa = -3142.35 +bbb = 3142.28 + +After 6 iterations the fit converged. +final sum of squares of residuals : 8.64172 +rel. change during last iteration : -1.2025e-13 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.296953 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0881808 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3142.35 +/- 9.891 (0.3148%) +bbb = 3142.28 +/- 9.254 (0.2945%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.script b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.script new file mode 100644 index 0000000..994add0 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "20171023-evolution1D_5x5_wrong_100Times_regularity-vs-steps.png" +plot "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "20171023-evolution1D_5x5_wrong_100Times_improvement-vs-steps.png" +plot "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "20171023-evolution1D_5x5_wrong_100Times_improvement-vs-evo-error.png" +plot "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.log b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.log new file mode 100644 index 0000000..e925570 --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.log @@ -0,0 +1,2131 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_plain02_01_150x150.off. +info: 22500 Vertices, 44402 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_gianelli2_150x150.off. +info: setting source +info: setting target +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: initialising Grid +info: bbmin: -0.02 -0.01 0 +info: bbmax: 2.02 1.01 0 +info: bbsize: 2.04 1.02 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15715 1.06577 0 +info: bbsize: 2.30465 1.13952 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.615 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256414 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935008 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 280: 204.339 0.0211158 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17589 1.06497 0 +info: bbsize: 2.32339 1.13872 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.859 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025241 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937598 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 196.023 0.035779 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14721 1.0857 0 +info: bbsize: 2.29471 1.15945 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.904 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250637 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935035 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 237: 204.433 0.0196782 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15958 1.05683 0 +info: bbsize: 2.30708 1.13058 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.593 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257545 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929023 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 223.075 0.023336 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.08474 0 +info: bbsize: 2.26312 1.15849 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.983 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257811 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937557 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 208: 196.291 0.0174205 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.143339 -0.0572337 0 +info: bbmax: 2.11632 1.06156 0 +info: bbsize: 2.25966 1.11879 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.778 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0272388 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937625 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 133: 195.49 0.0306198 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14662 1.09476 0 +info: bbsize: 2.29412 1.16851 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.412 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0231757 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937179 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 162: 197.666 0.0257271 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18037 1.07259 0 +info: bbsize: 2.32787 1.14634 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.474 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0248104 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933051 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 200: 211.436 0.0252897 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16388 1.08414 0 +info: bbsize: 2.31138 1.15789 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.675 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025704 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937326 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 197.011 0.0463961 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16644 1.07787 0 +info: bbsize: 2.31394 1.15162 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 213.174 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254593 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.92881 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 223.393 0.0276185 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.125046 -0.07375 0 +info: bbmax: 2.17141 1.07199 0 +info: bbsize: 2.29645 1.14574 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.75 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250305 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938032 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 179: 194.583 0.0271297 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17416 1.09159 0 +info: bbsize: 2.32166 1.16534 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.366 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259542 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939104 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 247: 191.196 0.0299936 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15505 1.05781 0 +info: bbsize: 2.30255 1.13156 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.483 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257227 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933382 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 170: 208.817 0.0284383 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.110083 -0.0683266 0 +info: bbmax: 2.15218 1.07662 0 +info: bbsize: 2.26226 1.14495 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.855 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0277773 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938136 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 195.118 0.0162771 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13681 1.07872 0 +info: bbsize: 2.28431 1.15247 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.792 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258896 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935283 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 176: 203.239 0.0249355 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.130694 -0.07375 0 +info: bbmax: 2.16562 1.06827 0 +info: bbsize: 2.29632 1.14202 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.715 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0249037 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933973 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 243: 207.556 0.0254042 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12338 1.09333 0 +info: bbsize: 2.27088 1.16708 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 198.152 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257077 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933827 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 196: 207.956 0.0175942 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17101 1.08543 0 +info: bbsize: 2.31851 1.15918 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.716 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.024574 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932303 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 248: 212.764 0.0212801 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16554 1.08926 0 +info: bbsize: 2.31304 1.16301 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 180.357 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247957 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93977 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 158: 189.247 0.0268745 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0721011 0 +info: bbmax: 2.15993 1.07091 0 +info: bbsize: 2.30743 1.14301 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.637 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255021 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937672 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 195.517 0.0301516 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16771 1.04824 0 +info: bbsize: 2.31521 1.12199 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.449 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0269927 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937067 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 228: 197.443 0.025475 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13316 1.06556 0 +info: bbsize: 2.28066 1.13931 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.767 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264642 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936076 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 169: 200.762 0.0393441 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16486 1.08929 0 +info: bbsize: 2.31236 1.16304 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.926 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0260954 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937118 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 153: 198.026 0.0219556 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.111266 -0.07375 0 +info: bbmax: 2.18464 1.08708 0 +info: bbsize: 2.2959 1.16083 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.936 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263234 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938574 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 198: 192.773 0.026128 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14992 1.05781 0 +info: bbsize: 2.29742 1.13156 0 +info: setting up22500Points +info: worst iteration-count:18 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.923 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0250674 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931233 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 141: 216.096 0.0381951 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12931 1.08606 0 +info: bbsize: 2.27681 1.15981 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 212.339 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0249861 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929175 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 94: 222.162 0.0434734 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16479 1.0727 0 +info: bbsize: 2.31229 1.14645 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.139 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265964 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936169 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 131: 200.401 0.0382496 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14763 1.07738 0 +info: bbsize: 2.29513 1.15113 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.807 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252971 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935612 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 147: 202.383 0.026988 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.06101 0 +info: bbsize: 2.31891 1.13476 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.994 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0234791 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935215 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 203.404 0.0219979 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14539 1.0604 0 +info: bbsize: 2.29289 1.13415 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.231 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255675 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938142 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 157: 194.428 0.0234931 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0648643 0 +info: bbmax: 2.13832 1.07848 0 +info: bbsize: 2.28583 1.14335 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.6 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259175 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936015 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 200.93 0.0192142 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0727244 0 +info: bbmax: 2.17141 1.09271 0 +info: bbsize: 2.31891 1.16543 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.743 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0271538 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934326 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 210: 206.329 0.0246807 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13226 1.08798 0 +info: bbsize: 2.27976 1.16173 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.121 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258255 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938179 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 169: 194.082 0.0217935 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14691 1.08956 0 +info: bbsize: 2.29441 1.16331 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.296 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252702 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939457 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 177: 190.127 0.0343878 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1528 1.07922 0 +info: bbsize: 2.3003 1.15297 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.09 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255712 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930848 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 228: 217.229 0.0210019 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18055 1.07307 0 +info: bbsize: 2.32805 1.14682 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.367 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263856 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93176 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 206: 214.07 0.0259871 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1859 1.0906 0 +info: bbsize: 2.3334 1.16435 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.114 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253192 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934173 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 155: 206.651 0.0239805 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15449 1.08203 0 +info: bbsize: 2.30199 1.15578 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.371 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257782 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938095 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 166: 194.59 0.0257468 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15804 1.07972 0 +info: bbsize: 2.30554 1.15347 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 205.194 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0251342 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931475 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 268: 215.367 0.0213705 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17303 1.07615 0 +info: bbsize: 2.32053 1.1499 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.095 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261062 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931849 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 214.19 0.0196634 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17782 1.08982 0 +info: bbsize: 2.32532 1.16357 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.469 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263222 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933387 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 209.43 0.02263 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17358 1.06528 0 +info: bbsize: 2.32108 1.13903 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 207.069 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0257069 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.930849 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 139: 216.902 0.0354149 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11587 1.09125 0 +info: bbsize: 2.26337 1.165 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.386 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0251441 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940094 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 210: 187.826 0.0342046 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18535 1.0774 0 +info: bbsize: 2.33285 1.15115 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.847 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246505 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938033 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 180: 194.743 0.0244549 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12169 1.07159 0 +info: bbsize: 2.26919 1.14534 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.964 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0262368 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936099 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 191: 201.276 0.0227345 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17484 1.08601 0 +info: bbsize: 2.32234 1.15976 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.86 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253994 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935928 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 147: 201.448 0.020061 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18459 1.07517 0 +info: bbsize: 2.33209 1.14892 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.091 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0236831 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937855 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 194.751 0.0356346 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18594 1.09077 0 +info: bbsize: 2.33344 1.16452 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 195.686 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025846 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93465 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 159: 205.462 0.0274941 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15795 1.08194 0 +info: bbsize: 2.30545 1.15569 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.611 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0251543 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935677 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 203: 202.125 0.027337 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.09382 1.07177 0 +info: bbsize: 2.24132 1.14552 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.166 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0258659 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93783 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 189: 195.464 0.0217522 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.146557 -0.07375 0 +info: bbmax: 2.14754 1.08762 0 +info: bbsize: 2.29409 1.16137 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 186.703 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0263747 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937665 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 158: 195.662 0.031929 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.07371 0 +info: bbsize: 2.26312 1.14746 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 199.75 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265691 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933308 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 209.622 0.032029 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17827 1.05768 0 +info: bbsize: 2.32577 1.13143 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.972 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265081 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935557 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 201.832 0.028431 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16874 1.08984 0 +info: bbsize: 2.31624 1.16359 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.33 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246928 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931764 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 218: 214.503 0.0263074 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12755 1.08874 0 +info: bbsize: 2.27505 1.16249 0 +info: setting up22500Points +info: worst iteration-count:16 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.151 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0265147 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935163 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 222: 203.739 0.0183704 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16717 1.0723 0 +info: bbsize: 2.31467 1.14605 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.736 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247344 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935969 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 109: 201.095 0.0351418 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16372 1.08143 0 +info: bbsize: 2.31122 1.15518 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 187.781 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253515 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93729 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 197.026 0.0147889 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15395 1.03614 0 +info: bbsize: 2.30145 1.10989 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.279 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264498 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93679 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 164: 198.092 0.0422509 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15384 1.08864 0 +info: bbsize: 2.30134 1.1624 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.564 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025636 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939367 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 154: 190.321 0.0203579 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14046 1.07916 0 +info: bbsize: 2.28796 1.15291 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 180.674 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0269544 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939665 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 153: 189.092 0.0332827 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14955 1.06377 0 +info: bbsize: 2.29705 1.13752 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.627 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0228277 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935338 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 203.301 0.0234424 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0386499 0 +info: bbmax: 2.14508 1.09348 0 +info: bbsize: 2.29258 1.13213 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 182.902 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255428 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939058 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 190: 191.652 0.0312476 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13646 1.08853 0 +info: bbsize: 2.28396 1.16228 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.476 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259046 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938728 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 199: 192.486 0.0267477 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15852 1.07841 0 +info: bbsize: 2.30602 1.15216 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.349 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026002 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.940106 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 205: 188.246 0.0156245 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11697 1.09086 0 +info: bbsize: 2.26447 1.16461 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.517 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0244279 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936377 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 226: 199.963 0.0249866 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17974 1.06918 0 +info: bbsize: 2.32724 1.14293 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.101 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0238851 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936849 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 241: 197.842 0.0282277 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.07437 0 +info: bbsize: 2.31891 1.14812 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.022 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0243605 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938219 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 193: 193.97 0.0202646 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11562 1.08803 0 +info: bbsize: 2.26312 1.16178 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.229 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0239807 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934469 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 161: 205.822 0.0302196 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16289 1.08467 0 +info: bbsize: 2.31039 1.15842 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 200.555 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.025605 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.933024 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 145: 210.201 0.02811 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.138131 -0.07375 0 +info: bbmax: 2.11019 1.0419 0 +info: bbsize: 2.24832 1.11565 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.294 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0275873 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936451 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 199.738 0.0262104 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11882 1.08888 0 +info: bbsize: 2.26632 1.16263 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.717 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255349 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938647 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 214: 192.807 0.0255537 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12564 1.08342 0 +info: bbsize: 2.27314 1.15717 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 202.252 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0260484 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932458 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 185: 212.339 0.0281773 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0651831 0 +info: bbmax: 2.13182 1.0767 0 +info: bbsize: 2.27932 1.14189 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 190.126 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246823 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936507 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 215: 199.571 0.0126789 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18427 1.06123 0 +info: bbsize: 2.33177 1.13498 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 217.339 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246188 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.927446 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 161: 227.925 0.0209614 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15059 1.08809 0 +info: bbsize: 2.29809 1.16184 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 191.649 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256421 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936008 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 200.778 0.0300584 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11646 1.09294 0 +info: bbsize: 2.26396 1.16669 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.845 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0247859 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934264 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 206.46 0.024985 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.11444 -0.07375 0 +info: bbmax: 2.17141 1.06228 0 +info: bbsize: 2.28585 1.13603 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 197.039 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264854 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934199 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 133: 206.325 0.024327 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.1312 1.08792 0 +info: bbsize: 2.2787 1.16167 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.993 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0246265 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93555 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 147: 202.102 0.0309693 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0720948 0 +info: bbmax: 2.18596 1.08383 0 +info: bbsize: 2.33346 1.15593 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 196.851 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0260782 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.934261 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 127: 206.307 0.0320707 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.120409 -0.07375 0 +info: bbmax: 2.16831 1.09254 0 +info: bbsize: 2.28872 1.16629 0 +info: setting up22500Points +info: worst iteration-count:15 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 210.382 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0251871 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.929743 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 161: 220.88 0.0141433 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.138921 -0.07375 0 +info: bbmax: 2.16012 1.07383 0 +info: bbsize: 2.29904 1.14758 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 192.195 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026719 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935816 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 247: 201.763 0.0201125 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15922 1.06573 0 +info: bbsize: 2.30672 1.13948 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.859 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0239127 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.937932 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 213: 195.111 0.027586 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14178 1.0848 0 +info: bbsize: 2.28928 1.15855 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 179.833 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0261286 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939945 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 160: 188.774 0.035713 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18677 1.06972 0 +info: bbsize: 2.33427 1.14347 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 206.263 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0266483 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931118 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 120: 216.042 0.024982 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18467 1.06824 0 +info: bbsize: 2.33217 1.14199 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.442 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0243968 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932729 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 244: 211.444 0.0257456 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.15017 1.0871 0 +info: bbsize: 2.29767 1.16085 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 204.63 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0256544 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.931664 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 171: 214.298 0.0272193 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17141 1.09156 0 +info: bbsize: 2.31891 1.16531 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.367 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0238477 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935425 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 197: 203.034 0.0309246 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.11371 1.05031 0 +info: bbsize: 2.26121 1.12406 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 201.393 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0266939 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932755 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 172: 211.382 0.0304042 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0709676 0 +info: bbmax: 2.17732 1.07934 0 +info: bbsize: 2.32482 1.15031 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 203.595 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0275457 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.932009 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 146: 213.723 0.0166184 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.13012 1.07392 0 +info: bbsize: 2.27762 1.14767 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 194.472 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0242801 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935056 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 203.952 0.0189066 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18276 1.08022 0 +info: bbsize: 2.33026 1.15397 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 215.046 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0252047 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.928185 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 168: 225.795 0.028415 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17913 1.07879 0 +info: bbsize: 2.32663 1.15254 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 189.201 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026061 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936816 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 181: 198.16 0.0267252 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.16763 1.07103 0 +info: bbsize: 2.31513 1.14478 0 +info: setting up22500Points +info: worst iteration-count:13 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 193.743 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0264994 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.935299 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 173: 202.858 0.0234336 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.14778 1.07096 0 +info: bbsize: 2.29528 1.14471 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.965 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0255461 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.9379 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 188: 194.519 0.0348813 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.119501 -0.07375 0 +info: bbmax: 2.17867 1.07684 0 +info: bbsize: 2.29817 1.15059 0 +info: setting up22500Points +info: worst iteration-count:14 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 185.884 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.026278 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938303 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 211: 195.018 0.025583 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.12901 1.08092 0 +info: bbsize: 2.27651 1.15467 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 184.878 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0253248 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.93826 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 239: 193.907 0.0281573 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0613458 0 +info: bbmax: 2.13721 1.07943 0 +info: bbsize: 2.28471 1.14078 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 181.157 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0254367 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.939503 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 227: 190.152 0.0213958 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.18402 1.08796 0 +info: bbsize: 2.33152 1.16171 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 174.989 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0266925 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.941562 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 178: 183.368 0.020574 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.07375 0 +info: bbmax: 2.17858 1.0716 0 +info: bbsize: 2.32608 1.14535 0 +info: setting up22500Points +info: worst iteration-count:12 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 183.553 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0259315 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.938702 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 229: 192.687 0.0173681 +info: z-dimension is smaller than 0.001. Ignoring this Dimension. +info: perturbating... +info: initialising Grid +info: bbmin: -0.1475 -0.0609654 0 +info: bbmax: 2.17141 1.08169 0 +info: bbsize: 2.31891 1.14265 0 +info: setting up22500Points +info: worst iteration-count:11 +info: generating Cache +info: cache size: 22500*25=562500 +info: done. +info: entering fit.. +info: fitting ... +info: EVOL: fitting done.. Error: 188.762 +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 0.0268868 +info: EVOL: variability: 0.00111111 +info: EVOL: improvement: 0.936963 +info: EVOL: current error is: 2994.45. +target sigma is: 0.0001. +info: EVOL: Evolution step 228: 198.059 0.0220334 diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.spearman b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.spearman new file mode 100644 index 0000000..5cf08fb --- /dev/null +++ b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 20171023-evolution1D_5x5_wrong_100Times.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 100 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.12 +y -0.12 1.00 + +n= 100 + + +P + x y +x 0.2317 +y 0.2317 +[1] "spearman for variability vs. evolution-error" + x y +x 1 NaN +y NaN 1 + +n= 100 + + +P + x y +x +y diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_improvement-vs-evo-error.png b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_improvement-vs-evo-error.png new file mode 100644 index 0000000..303136e Binary files /dev/null and b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_improvement-vs-steps.png b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_improvement-vs-steps.png new file mode 100644 index 0000000..d877fba Binary files /dev/null and b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_regularity-vs-steps.png b/dokumentation/evolution1d/20171023-evolution1D_5x5_wrong_100Times_regularity-vs-steps.png new file mode 100644 index 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b/dokumentation/evolution1d/25_28-points-addedOne.error @@ -0,0 +1,326 @@ +"Evolution error" +194.608 +239.386 +220.631 +220.99 +286.984 +211.406 +219.459 +233.543 +213.447 +221.233 +208.084 +212.582 +254.405 +232.994 +203.263 +203.409 +197.35 +189.628 +217.243 +223.551 +181.247 +228.391 +221.701 +252.128 +210.65 +226.253 +212.413 +215.916 +225.395 +242.464 +194.468 +223.975 +191.243 +223.213 +206.498 +200.508 +232.713 +233.455 +218.831 +278.472 +202.505 +237.611 +222.704 +215.068 +243.65 +279.577 +185.929 +200.348 +212.262 +216.56 +220.799 +203.551 +215.113 +252.985 +189.53 +246.286 +200.739 +274.27 +207.251 +223.877 +218.369 +184.794 +228.064 +242.68 +207.781 +180.093 +240.421 +244.614 +230.875 +166.147 +244.438 +236.881 +269.08 +226.565 +209.625 +230.205 +183.499 +224.238 +255.764 +243.406 +202.853 +236.104 +244.282 +246.25 +245.252 +221.375 +250.708 +197.442 +216.343 +205.377 +197.24 +213.491 +242.953 +202.597 +257.093 +269.909 +240.485 +193.523 +220.534 +241.175 +249.694 +220.167 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a/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.fit.log b/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.fit.log new file mode 100644 index 0000000..5f15f63 --- /dev/null +++ b/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "25_28-points-addedOne.csv" every ::1 using 2:5 + format = x:z + #datapoints = 325 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.80449e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707174 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 826345 +rel. change during last iteration : -2.42285e-12 + +degrees of freedom (FIT_NDF) : 323 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.5801 +variance of residuals (reduced chisquare) = WSSR/ndf : 2558.34 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -5946.59 +/- 1198 (20.15%) +b = 311.673 +/- 16.54 (5.308%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.986 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "25_28-points-addedOne.csv" every ::1 using 4:5 + format = x:z + #datapoints = 325 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.79018e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.986777 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 888767 +rel. change during last iteration : -1.9893e-07 + +degrees of freedom (FIT_NDF) : 323 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 52.4557 +variance of residuals (reduced chisquare) = WSSR/ndf : 2751.6 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 328.819 +/- 723.2 (219.9%) +bb = -89.2953 +/- 703.9 (788.3%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "25_28-points-addedOne.csv" every ::1 using 4:6 + format = x:z + #datapoints = 325 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 2.01631e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.986777 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 56.2206 +rel. change during last iteration : -7.96785e-07 + +degrees of freedom (FIT_NDF) : 323 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.417202 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.174058 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9307.2 +/- 5.752 (0.0618%) +bbb = 9307.54 +/- 5.598 (0.06015%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.log b/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.log new file mode 100644 index 0000000..dfae6cf --- /dev/null +++ b/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.log @@ -0,0 +1,250 @@ + + + Iteration 0 + WSSR : 1.80449e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707174 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 889017 delta(WSSR)/WSSR : -19.2976 + delta(WSSR) : -1.71559e+07 limit for stopping : 1e-05 + lambda : 0.0707174 + +resultant parameter values + +a = -16.9967 +b = 230.644 +/ + + Iteration 2 + WSSR : 860401 delta(WSSR)/WSSR : -0.0332595 + delta(WSSR) : -28616.5 limit for stopping : 1e-05 + lambda : 0.00707174 + +resultant parameter values + +a = -1574.16 +b = 252.183 +/ + + Iteration 3 + WSSR : 826370 delta(WSSR)/WSSR : -0.0411806 + delta(WSSR) : -34030.4 limit for stopping : 1e-05 + lambda : 0.000707174 + +resultant parameter values + +a = -5827.17 +b = 310.048 +/ + + Iteration 4 + WSSR : 826345 delta(WSSR)/WSSR : -3.07435e-05 + delta(WSSR) : -25.4048 limit for stopping : 1e-05 + lambda : 7.07174e-05 + +resultant parameter values + +a = -5946.56 +b = 311.673 +/ + + Iteration 5 + WSSR : 826345 delta(WSSR)/WSSR : -2.42285e-12 + delta(WSSR) : -2.00211e-06 limit for stopping : 1e-05 + lambda : 7.07174e-06 + +resultant parameter values + +a = -5946.59 +b = 311.673 + +After 5 iterations the fit converged. +final sum of squares of residuals : 826345 +rel. change during last iteration : -2.42285e-12 + +degrees of freedom (FIT_NDF) : 323 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.5801 +variance of residuals (reduced chisquare) = WSSR/ndf : 2558.34 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -5946.59 +/- 1198 (20.15%) +b = 311.673 +/- 16.54 (5.308%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.986 1.000 + + + Iteration 0 + WSSR : 1.79018e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.986777 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 889046 delta(WSSR)/WSSR : -19.136 + delta(WSSR) : -1.70128e+07 limit for stopping : 1e-05 + lambda : 0.0986777 + +resultant parameter values + +aa = 115.771 +bb = 117.729 +/ + + Iteration 2 + WSSR : 888913 delta(WSSR)/WSSR : -0.000149026 + delta(WSSR) : -132.471 limit for stopping : 1e-05 + lambda : 0.00986777 + +resultant parameter values + +aa = 162.183 +bb = 72.9037 +/ + + Iteration 3 + WSSR : 888768 delta(WSSR)/WSSR : -0.000164192 + delta(WSSR) : -145.928 limit for stopping : 1e-05 + lambda : 0.000986777 + +resultant parameter values + +aa = 323.024 +bb = -83.6549 +/ + + Iteration 4 + WSSR : 888767 delta(WSSR)/WSSR : -1.9893e-07 + delta(WSSR) : -0.176803 limit for stopping : 1e-05 + lambda : 9.86777e-05 + +resultant parameter values + +aa = 328.819 +bb = -89.2953 + +After 4 iterations the fit converged. +final sum of squares of residuals : 888767 +rel. change during last iteration : -1.9893e-07 + +degrees of freedom (FIT_NDF) : 323 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 52.4557 +variance of residuals (reduced chisquare) = WSSR/ndf : 2751.6 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 328.819 +/- 723.2 (219.9%) +bb = -89.2953 +/- 703.9 (788.3%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 2.01631e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.986777 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 465527 delta(WSSR)/WSSR : -42.3123 + delta(WSSR) : -1.96975e+07 limit for stopping : 1e-05 + lambda : 0.0986777 + +resultant parameter values + +aaa = 97.7556 +bbb = 152.614 +/ + + Iteration 2 + WSSR : 285256 delta(WSSR)/WSSR : -0.631961 + delta(WSSR) : -180271 limit for stopping : 1e-05 + lambda : 0.00986777 + +resultant parameter values + +aaa = -1944.86 +bbb = 2141.23 +/ + + Iteration 3 + WSSR : 401.343 delta(WSSR)/WSSR : -709.755 + delta(WSSR) : -284855 limit for stopping : 1e-05 + lambda : 0.000986777 + +resultant parameter values + +aaa = -9051.09 +bbb = 9058.25 +/ + + Iteration 4 + WSSR : 56.2206 delta(WSSR)/WSSR : -6.13871 + delta(WSSR) : -345.122 limit for stopping : 1e-05 + lambda : 9.86777e-05 + +resultant parameter values + +aaa = -9307.11 +bbb = 9307.45 +/ + + Iteration 5 + WSSR : 56.2206 delta(WSSR)/WSSR : -7.96785e-07 + delta(WSSR) : -4.47957e-05 limit for stopping : 1e-05 + lambda : 9.86777e-06 + +resultant parameter values + +aaa = -9307.2 +bbb = 9307.54 + +After 5 iterations the fit converged. +final sum of squares of residuals : 56.2206 +rel. change during last iteration : -7.96785e-07 + +degrees of freedom (FIT_NDF) : 323 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.417202 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.174058 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9307.2 +/- 5.752 (0.0618%) +bbb = 9307.54 +/- 5.598 (0.06015%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.script b/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.script new file mode 100644 index 0000000..bde0b3e --- /dev/null +++ b/dokumentation/evolution1d/25_28-points-addedOne.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "25_28-points-addedOne.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "25_28-points-addedOne_regularity-vs-steps.png" +plot "25_28-points-addedOne.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "25_28-points-addedOne.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "25_28-points-addedOne_improvement-vs-steps.png" +plot "25_28-points-addedOne.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "25_28-points-addedOne.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "25_28-points-addedOne_improvement-vs-evo-error.png" +plot "25_28-points-addedOne.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/25_28-points-addedOne.spearman b/dokumentation/evolution1d/25_28-points-addedOne.spearman new file mode 100644 index 0000000..227485e --- /dev/null +++ b/dokumentation/evolution1d/25_28-points-addedOne.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 25_28-points-addedOne.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 325 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.25 +y -0.25 1.00 + +n= 325 + + +P + x y +x 0 +y 0 +[1] "spearman for variability vs. evolution-error" + x y +x 1.00 0.48 +y 0.48 1.00 + +n= 325 + + +P + x y +x 0 +y 0 diff --git a/dokumentation/evolution1d/25_28-points-addedOne_improvement-vs-evo-error.png b/dokumentation/evolution1d/25_28-points-addedOne_improvement-vs-evo-error.png new file mode 100644 index 0000000..7e0968a Binary files /dev/null and b/dokumentation/evolution1d/25_28-points-addedOne_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/25_28-points-addedOne_improvement-vs-steps.png b/dokumentation/evolution1d/25_28-points-addedOne_improvement-vs-steps.png new file mode 100644 index 0000000..19a804b Binary files /dev/null and b/dokumentation/evolution1d/25_28-points-addedOne_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/25_28-points-addedOne_regularity-vs-steps.png b/dokumentation/evolution1d/25_28-points-addedOne_regularity-vs-steps.png new file mode 100644 index 0000000..9b802f0 Binary files /dev/null and b/dokumentation/evolution1d/25_28-points-addedOne_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/25_28-points-addedOne_variability-vs-evo-error.png 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+248.052 +282.84 +286.257 +284.314 +321.302 +260.894 +278.436 +274.697 +269.428 +287.274 +281.924 +263.843 +298.757 +275.521 +269.146 +273.475 +273.666 +298.125 +305.642 +297.086 +317.845 +274.586 +332.413 +301.147 +354.08 +266.461 diff --git a/dokumentation/evolution1d/25_28-points.gnuplot.fit.log b/dokumentation/evolution1d/25_28-points.gnuplot.fit.log new file mode 100644 index 0000000..3bb5b93 --- /dev/null +++ b/dokumentation/evolution1d/25_28-points.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "25_28-points.csv" every ::1 using 2:5 + format = x:z + #datapoints = 300 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.36082e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707197 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 608699 +rel. change during last iteration : -1.44325e-11 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 45.1953 +variance of residuals (reduced chisquare) = WSSR/ndf : 2042.61 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -4438.07 +/- 1457 (32.84%) +b = 279.348 +/- 23.24 (8.318%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.994 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "25_28-points.csv" every ::1 using 4:5 + format = x:z + #datapoints = 300 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.34954e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.961372 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 624483 +rel. change during last iteration : -5.6311e-09 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 45.7775 +variance of residuals (reduced chisquare) = WSSR/ndf : 2095.58 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 303.118 +/- 246.8 (81.43%) +bb = -70.1643 +/- 227.3 (324%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "25_28-points.csv" every ::1 using 4:6 + format = x:z + #datapoints = 300 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.84922e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.961372 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 38.1466 +rel. change during last iteration : -6.10114e-11 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.357783 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.128009 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3133.45 +/- 1.929 (0.06156%) +bbb = 3134.02 +/- 1.777 (0.0567%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/25_28-points.gnuplot.log b/dokumentation/evolution1d/25_28-points.gnuplot.log new file mode 100644 index 0000000..edf52de --- /dev/null +++ b/dokumentation/evolution1d/25_28-points.gnuplot.log @@ -0,0 +1,250 @@ + + + Iteration 0 + WSSR : 1.36082e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707197 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 627644 delta(WSSR)/WSSR : -20.6814 + delta(WSSR) : -1.29806e+07 limit for stopping : 1e-05 + lambda : 0.0707197 + +resultant parameter values + +a = -4.23542 +b = 208.747 +/ + + Iteration 2 + WSSR : 622001 delta(WSSR)/WSSR : -0.00907213 + delta(WSSR) : -5642.87 limit for stopping : 1e-05 + lambda : 0.00707197 + +resultant parameter values + +a = -719.254 +b = 220.423 +/ + + Iteration 3 + WSSR : 608731 delta(WSSR)/WSSR : -0.0217985 + delta(WSSR) : -13269.4 limit for stopping : 1e-05 + lambda : 0.000707197 + +resultant parameter values + +a = -4254.22 +b = 276.434 +/ + + Iteration 4 + WSSR : 608699 delta(WSSR)/WSSR : -5.34122e-05 + delta(WSSR) : -32.512 limit for stopping : 1e-05 + lambda : 7.07197e-05 + +resultant parameter values + +a = -4437.97 +b = 279.346 +/ + + Iteration 5 + WSSR : 608699 delta(WSSR)/WSSR : -1.44325e-11 + delta(WSSR) : -8.78505e-06 limit for stopping : 1e-05 + lambda : 7.07197e-06 + +resultant parameter values + +a = -4438.07 +b = 279.348 + +After 5 iterations the fit converged. +final sum of squares of residuals : 608699 +rel. change during last iteration : -1.44325e-11 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 45.1953 +variance of residuals (reduced chisquare) = WSSR/ndf : 2042.61 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -4438.07 +/- 1457 (32.84%) +b = 279.348 +/- 23.24 (8.318%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.994 1.000 + + + Iteration 0 + WSSR : 1.34954e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.961372 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 625827 delta(WSSR)/WSSR : -20.5642 + delta(WSSR) : -1.28696e+07 limit for stopping : 1e-05 + lambda : 0.0961372 + +resultant parameter values + +aa = 107.967 +bb = 109.249 +/ + + Iteration 2 + WSSR : 624627 delta(WSSR)/WSSR : -0.00192026 + delta(WSSR) : -1199.45 limit for stopping : 1e-05 + lambda : 0.00961372 + +resultant parameter values + +aa = 238.419 +bb = -10.5684 +/ + + Iteration 3 + WSSR : 624483 delta(WSSR)/WSSR : -0.00023059 + delta(WSSR) : -143.999 limit for stopping : 1e-05 + lambda : 0.000961372 + +resultant parameter values + +aa = 302.798 +bb = -69.8698 +/ + + Iteration 4 + WSSR : 624483 delta(WSSR)/WSSR : -5.6311e-09 + delta(WSSR) : -0.00351653 limit for stopping : 1e-05 + lambda : 9.61372e-05 + +resultant parameter values + +aa = 303.118 +bb = -70.1643 + +After 4 iterations the fit converged. +final sum of squares of residuals : 624483 +rel. change during last iteration : -5.6311e-09 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 45.7775 +variance of residuals (reduced chisquare) = WSSR/ndf : 2095.58 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 303.118 +/- 246.8 (81.43%) +bb = -70.1643 +/- 227.3 (324%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 1.84922e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.961372 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 350739 delta(WSSR)/WSSR : -51.7234 + delta(WSSR) : -1.81414e+07 limit for stopping : 1e-05 + lambda : 0.0961372 + +resultant parameter values + +aaa = 59.0028 +bbb = 192.98 +/ + + Iteration 2 + WSSR : 38648.1 delta(WSSR)/WSSR : -8.07521 + delta(WSSR) : -312091 limit for stopping : 1e-05 + lambda : 0.00961372 + +resultant parameter values + +aaa = -2074.04 +bbb = 2158.18 +/ + + Iteration 3 + WSSR : 39.0894 delta(WSSR)/WSSR : -987.709 + delta(WSSR) : -38609 limit for stopping : 1e-05 + lambda : 0.000961372 + +resultant parameter values + +aaa = -3128.22 +bbb = 3129.2 +/ + + Iteration 4 + WSSR : 38.1466 delta(WSSR)/WSSR : -0.0247165 + delta(WSSR) : -0.94285 limit for stopping : 1e-05 + lambda : 9.61372e-05 + +resultant parameter values + +aaa = -3133.45 +bbb = 3134.02 +/ + + Iteration 5 + WSSR : 38.1466 delta(WSSR)/WSSR : -6.10114e-11 + delta(WSSR) : -2.32738e-09 limit for stopping : 1e-05 + lambda : 9.61372e-06 + +resultant parameter values + +aaa = -3133.45 +bbb = 3134.02 + +After 5 iterations the fit converged. +final sum of squares of residuals : 38.1466 +rel. change during last iteration : -6.10114e-11 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.357783 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.128009 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3133.45 +/- 1.929 (0.06156%) +bbb = 3134.02 +/- 1.777 (0.0567%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/25_28-points.gnuplot.script b/dokumentation/evolution1d/25_28-points.gnuplot.script new file mode 100644 index 0000000..2b03e1b --- /dev/null +++ b/dokumentation/evolution1d/25_28-points.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "25_28-points.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "25_28-points_regularity-vs-steps.png" +plot "25_28-points.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "25_28-points.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "25_28-points_improvement-vs-steps.png" +plot "25_28-points.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "25_28-points.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "25_28-points_improvement-vs-evo-error.png" +plot "25_28-points.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/25_28-points.spearman b/dokumentation/evolution1d/25_28-points.spearman new file mode 100644 index 0000000..b5bf04d --- /dev/null +++ b/dokumentation/evolution1d/25_28-points.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 25_28-points.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 300 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 -0.15 +y -0.15 1.00 + +n= 300 + + +P + x y +x 0.0077 +y 0.0077 +[1] "spearman for variability vs. evolution-error" + x y +x 1.00 0.52 +y 0.52 1.00 + +n= 300 + + +P + x y +x 0 +y 0 diff --git a/dokumentation/evolution1d/25_28-points_improvement-vs-evo-error.png b/dokumentation/evolution1d/25_28-points_improvement-vs-evo-error.png new file mode 100644 index 0000000..c69ff03 Binary files /dev/null and b/dokumentation/evolution1d/25_28-points_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/25_28-points_improvement-vs-steps.png b/dokumentation/evolution1d/25_28-points_improvement-vs-steps.png new file mode 100644 index 0000000..ff9cc43 Binary files /dev/null and b/dokumentation/evolution1d/25_28-points_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/25_28-points_regularity-vs-steps.png b/dokumentation/evolution1d/25_28-points_regularity-vs-steps.png new file mode 100644 index 0000000..c26290b Binary files /dev/null and b/dokumentation/evolution1d/25_28-points_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/25_28-points_variability-vs-evo-error.png b/dokumentation/evolution1d/25_28-points_variability-vs-evo-error.png new file mode 100644 index 0000000..ea23594 Binary files /dev/null and b/dokumentation/evolution1d/25_28-points_variability-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/55_to_1010.csv b/dokumentation/evolution1d/55_to_1010.csv new file mode 100644 index 0000000..5116a08 --- /dev/null +++ b/dokumentation/evolution1d/55_to_1010.csv @@ -0,0 +1,311 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +208.251,0.0156103,0.00111111,0.930454,219,218.554,0.0237623 +205.745,0.0164894,0.00111111,0.931291,284,215.888,0.0246676 +262.299,0.0141122,0.00111111,0.912515,129,274.375,0.0565738 +224.957,0.0152828,0.00111111,0.924875,200,236.199,0.0374467 +210.151,0.0132398,0.00111111,0.92982,261,220.524,0.025062 +187.467,0.0159945,0.00111111,0.937395,202,196.458,0.0294108 +243.284,0.0186985,0.00111111,0.918838,151,255.181,0.0419001 +205.644,0.0179346,0.00111111,0.931659,219,215.837,0.0289177 +218.884,0.0197365,0.00111111,0.926907,215,229.777,0.0268596 +188.388,0.0155439,0.00111111,0.937088,226,197.728,0.0254865 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+******************************************************************************* +Tue Oct 24 02:28:00 2017 + + +FIT: data read from "55_to_1010.csv" every ::1 using 2:5 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.627e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707427 + +initial set of free parameter values + +a = 1 +b = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 2.4082e+06 +rel. change during last iteration : -8.58918e-08 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 88.4241 +variance of residuals (reduced chisquare) = WSSR/ndf : 7818.83 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 11361.2 +/- 515.6 (4.538%) +b = -10.818 +/- 15.51 (143.3%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.946 1.000 + + +******************************************************************************* +Tue Oct 24 02:28:00 2017 + + +FIT: data read from "55_to_1010.csv" every ::1 using 4:5 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.60888e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.980932 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 1.67477e+06 +rel. change during last iteration : -7.73616e-09 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 73.7398 +variance of residuals (reduced chisquare) = WSSR/ndf : 5437.55 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 4480.74 +/- 155.2 (3.465%) +bb = -3994.01 +/- 149.3 (3.737%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:28:00 2017 + + +FIT: data read from "55_to_1010.csv" every ::1 using 4:6 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.70805e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.980932 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 22.7366 +rel. change during last iteration : -5.78146e-14 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.271698 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.07382 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3140.63 +/- 0.572 (0.01821%) +bbb = 3140.67 +/- 0.55 (0.01751%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:28:00 2017 + + +FIT: data read from "55_to_1010.csv" every ::1 using 3:6 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: i(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.77844e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.70711 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 147912 +rel. change during last iteration : -4.19318e-08 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 21.9143 +variance of residuals (reduced chisquare) = WSSR/ndf : 480.235 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -58205.4 +/- 884.9 (1.52%) +bbbb = 275.735 +/- 2.645 (0.9594%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.882 1.000 diff --git a/dokumentation/evolution1d/55_to_1010.gnuplot.log b/dokumentation/evolution1d/55_to_1010.gnuplot.log new file mode 100644 index 0000000..454cb1d --- /dev/null +++ b/dokumentation/evolution1d/55_to_1010.gnuplot.log @@ -0,0 +1,326 @@ + + + Iteration 0 + WSSR : 3.627e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707427 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 5.78957e+06 delta(WSSR)/WSSR : -5.26472 + delta(WSSR) : -3.04804e+07 limit for stopping : 1e-05 + lambda : 0.0707427 + +resultant parameter values + +a = 639.503 +b = 293.786 +/ + + Iteration 2 + WSSR : 2.47978e+06 delta(WSSR)/WSSR : -1.33471 + delta(WSSR) : -3.30978e+06 limit for stopping : 1e-05 + lambda : 0.00707427 + +resultant parameter values + +a = 9801.15 +b = 33.575 +/ + + Iteration 3 + WSSR : 2.4082e+06 delta(WSSR)/WSSR : -0.0297249 + delta(WSSR) : -71583.4 limit for stopping : 1e-05 + lambda : 0.000707427 + +resultant parameter values + +a = 11358.5 +b = -10.7425 +/ + + Iteration 4 + WSSR : 2.4082e+06 delta(WSSR)/WSSR : -8.58918e-08 + delta(WSSR) : -0.206844 limit for stopping : 1e-05 + lambda : 7.07427e-05 + +resultant parameter values + +a = 11361.2 +b = -10.818 + +After 4 iterations the fit converged. +final sum of squares of residuals : 2.4082e+06 +rel. change during last iteration : -8.58918e-08 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 88.4241 +variance of residuals (reduced chisquare) = WSSR/ndf : 7818.83 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 11361.2 +/- 515.6 (4.538%) +b = -10.818 +/- 15.51 (143.3%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.946 1.000 + + + Iteration 0 + WSSR : 3.60888e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.980932 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 5.02706e+06 delta(WSSR)/WSSR : -6.17891 + delta(WSSR) : -3.10618e+07 limit for stopping : 1e-05 + lambda : 0.0980932 + +resultant parameter values + +aa = 626.403 +bb = -288.686 +/ + + Iteration 2 + WSSR : 1.69404e+06 delta(WSSR)/WSSR : -1.96749 + delta(WSSR) : -3.33302e+06 limit for stopping : 1e-05 + lambda : 0.00980932 + +resultant parameter values + +aa = 4188.48 +bb = -3713.02 +/ + + Iteration 3 + WSSR : 1.67477e+06 delta(WSSR)/WSSR : -0.0115096 + delta(WSSR) : -19275.9 limit for stopping : 1e-05 + lambda : 0.000980932 + +resultant parameter values + +aa = 4480.5 +bb = -3993.78 +/ + + Iteration 4 + WSSR : 1.67477e+06 delta(WSSR)/WSSR : -7.73616e-09 + delta(WSSR) : -0.0129563 limit for stopping : 1e-05 + lambda : 9.80932e-05 + +resultant parameter values + +aa = 4480.74 +bb = -3994.01 + +After 4 iterations the fit converged. +final sum of squares of residuals : 1.67477e+06 +rel. change during last iteration : -7.73616e-09 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 73.7398 +variance of residuals (reduced chisquare) = WSSR/ndf : 5437.55 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 4480.74 +/- 155.2 (3.465%) +bb = -3994.01 +/- 149.3 (3.737%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 6.70805e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.980932 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 1.83745e+06 delta(WSSR)/WSSR : -2.65075 + delta(WSSR) : -4.87061e+06 limit for stopping : 1e-05 + lambda : 0.0980932 + +resultant parameter values + +aaa = -287.351 +bbb = 397.135 +/ + + Iteration 2 + WSSR : 10588.2 delta(WSSR)/WSSR : -172.537 + delta(WSSR) : -1.82686e+06 limit for stopping : 1e-05 + lambda : 0.00980932 + +resultant parameter values + +aaa = -2924.26 +bbb = 2932.63 +/ + + Iteration 3 + WSSR : 22.7437 delta(WSSR)/WSSR : -464.545 + delta(WSSR) : -10565.4 limit for stopping : 1e-05 + lambda : 0.000980932 + +resultant parameter values + +aaa = -3140.45 +bbb = 3140.5 +/ + + Iteration 4 + WSSR : 22.7366 delta(WSSR)/WSSR : -0.000312341 + delta(WSSR) : -0.00710156 limit for stopping : 1e-05 + lambda : 9.80932e-05 + +resultant parameter values + +aaa = -3140.63 +bbb = 3140.67 +/ + + Iteration 5 + WSSR : 22.7366 delta(WSSR)/WSSR : -5.78146e-14 + delta(WSSR) : -1.3145e-12 limit for stopping : 1e-05 + lambda : 9.80932e-06 + +resultant parameter values + +aaa = -3140.63 +bbb = 3140.67 + +After 5 iterations the fit converged. +final sum of squares of residuals : 22.7366 +rel. change during last iteration : -5.78146e-14 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.271698 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.07382 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3140.63 +/- 0.572 (0.01821%) +bbb = 3140.67 +/- 0.55 (0.01751%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 + + + Iteration 0 + WSSR : 6.77844e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.70711 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 +/ + + Iteration 1 + WSSR : 2.22062e+06 delta(WSSR)/WSSR : -2.0525 + delta(WSSR) : -4.55782e+06 limit for stopping : 1e-05 + lambda : 0.070711 + +resultant parameter values + +aaaa = -69.9856 +bbbb = 122.179 +/ + + Iteration 2 + WSSR : 1.79245e+06 delta(WSSR)/WSSR : -0.238872 + delta(WSSR) : -428167 limit for stopping : 1e-05 + lambda : 0.0070711 + +resultant parameter values + +aaaa = -6421.44 +bbbb = 139.129 +/ + + Iteration 3 + WSSR : 157258 delta(WSSR)/WSSR : -10.3982 + delta(WSSR) : -1.6352e+06 limit for stopping : 1e-05 + lambda : 0.00070711 + +resultant parameter values + +aaaa = -54301.6 +bbbb = 265.437 +/ + + Iteration 4 + WSSR : 147912 delta(WSSR)/WSSR : -0.0631839 + delta(WSSR) : -9345.68 limit for stopping : 1e-05 + lambda : 7.0711e-05 + +resultant parameter values + +aaaa = -58202.2 +bbbb = 275.727 +/ + + Iteration 5 + WSSR : 147912 delta(WSSR)/WSSR : -4.19318e-08 + delta(WSSR) : -0.00620222 limit for stopping : 1e-05 + lambda : 7.0711e-06 + +resultant parameter values + +aaaa = -58205.4 +bbbb = 275.735 + +After 5 iterations the fit converged. +final sum of squares of residuals : 147912 +rel. change during last iteration : -4.19318e-08 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 21.9143 +variance of residuals (reduced chisquare) = WSSR/ndf : 480.235 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -58205.4 +/- 884.9 (1.52%) +bbbb = 275.735 +/- 2.645 (0.9594%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.882 1.000 diff --git a/dokumentation/evolution1d/55_to_1010.gnuplot.script b/dokumentation/evolution1d/55_to_1010.gnuplot.script new file mode 100644 index 0000000..a120c5c --- /dev/null +++ b/dokumentation/evolution1d/55_to_1010.gnuplot.script @@ -0,0 +1,26 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "55_to_1010.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "55_to_1010_regularity-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 2:5 title "5x5", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 2:5 title "7x7", "20171021-evolution1D_10x10_100Times.csv" every ::1 using 2:5 title "10x10", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "55_to_1010.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iteration' +set output "55_to_1010_improvement-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:5 title "5x5", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:5 title "7x7", "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:5 title "10x10", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "55_to_1010.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "55_to_1010_improvement-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:6 title "5x5", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 4:6 title "7x7", "20171021-evolution1D_10x10_100Times.csv" every ::1 using 4:6 title "10x10", h(x) title "lin. fit" lc rgb "black" +i(x)=aaaa*x+bbbb +fit i(x) "55_to_1010.csv" every ::1 using 3:6 via aaaa,bbbb +set xlabel 'Variability' +set ylabel 'Fitting error' +set output "55_to_1010_variability-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 3:6 title "5x5", "20171005-evolution1D_7x7_100Times.csv" every ::1 using 3:6 title "7x7", "20171021-evolution1D_10x10_100Times.csv" every ::1 using 3:6 title "10x10", i(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/55_to_1010.spearman b/dokumentation/evolution1d/55_to_1010.spearman new file mode 100644 index 0000000..27186ab --- /dev/null +++ b/dokumentation/evolution1d/55_to_1010.spearman @@ -0,0 +1,49 @@ +[1] "================ Analyzing 55_to_1010.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 310 + + +P + x y +x 0 +y 0 +[1] "spearman for improvement-potential vs. steps" + x y +x 1.00 0.82 +y 0.82 1.00 + +n= 310 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 0.72 +y 0.72 1.00 + +n= 310 + + +P + x y +x 0 +y 0 +[1] "spearman for variability vs. evolution-error" + x y +x 1.00 -0.94 +y -0.94 1.00 + +n= 310 + + +P + x y +x 0 +y 0 diff --git a/dokumentation/evolution1d/55_to_1010_improvement-vs-evo-error.png b/dokumentation/evolution1d/55_to_1010_improvement-vs-evo-error.png new file mode 100644 index 0000000..a4b4e8a Binary files /dev/null and b/dokumentation/evolution1d/55_to_1010_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/55_to_1010_improvement-vs-steps.png b/dokumentation/evolution1d/55_to_1010_improvement-vs-steps.png new file mode 100644 index 0000000..e48b5f5 Binary files /dev/null and b/dokumentation/evolution1d/55_to_1010_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/55_to_1010_regularity-vs-steps.png b/dokumentation/evolution1d/55_to_1010_regularity-vs-steps.png new file mode 100644 index 0000000..0df7581 Binary files /dev/null and b/dokumentation/evolution1d/55_to_1010_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/55_to_1010_steps.png b/dokumentation/evolution1d/55_to_1010_steps.png new file mode 100644 index 0000000..33c524e Binary files /dev/null and b/dokumentation/evolution1d/55_to_1010_steps.png differ diff --git a/dokumentation/evolution1d/55_to_1010_variability-vs-evo-error.png b/dokumentation/evolution1d/55_to_1010_variability-vs-evo-error.png new file mode 100644 index 0000000..70701fc Binary files /dev/null and b/dokumentation/evolution1d/55_to_1010_variability-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/55_vs_77.csv b/dokumentation/evolution1d/55_vs_77.csv new file mode 100644 index 0000000..4357235 --- /dev/null +++ b/dokumentation/evolution1d/55_vs_77.csv @@ -0,0 +1,201 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +208.251,0.0156103,0.00111111,0.930454,219,218.554,0.0237623 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+156.553 +116.304 +113.339 +118.637 +164.957 +97.1774 +137.814 +158.652 +128.639 +144.853 +136.728 +100.103 +129.972 +134.171 +102.086 +137.823 +120.165 +121.511 +110.067 +112.614 +105.271 +140.821 +124.285 +158.103 +140.515 +101.64 +129.887 +167.194 +110.881 +146.669 +118.035 +150.583 +143.211 +114.785 +146.421 +130.875 +107.373 +152.164 +129.282 +98.1416 +129.997 +117 +111.092 +114.087 +107.558 +144.45 +118.484 +109.701 +126.593 +168.971 +143.838 diff --git a/dokumentation/evolution1d/55_vs_77.gnuplot.fit.log b/dokumentation/evolution1d/55_vs_77.gnuplot.fit.log new file mode 100644 index 0000000..625635e --- /dev/null +++ b/dokumentation/evolution1d/55_vs_77.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "55_vs_77.csv" every ::1 using 2:5 + format = x:z + #datapoints = 200 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 9.66726e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707302 + +initial set of free parameter values + +a = 1 +b = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 421624 +rel. change during last iteration : -6.34169e-08 + +degrees of freedom (FIT_NDF) : 198 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 46.1456 +variance of residuals (reduced chisquare) = WSSR/ndf : 2129.41 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 917.12 +/- 480.9 (52.44%) +b = 195.33 +/- 11.29 (5.78%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.957 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "55_vs_77.csv" every ::1 using 4:5 + format = x:z + #datapoints = 200 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 9.58815e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.972317 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 380453 +rel. change during last iteration : -6.44724e-08 + +degrees of freedom (FIT_NDF) : 198 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 43.8347 +variance of residuals (reduced chisquare) = WSSR/ndf : 1921.48 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 952.476 +/- 188.8 (19.82%) +bb = -682.892 +/- 178.2 (26.09%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "55_vs_77.csv" every ::1 using 4:6 + format = x:z + #datapoints = 200 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.6554e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.972317 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 14.0608 +rel. change during last iteration : -2.80474e-11 + +degrees of freedom (FIT_NDF) : 198 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.266484 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0710139 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3145.15 +/- 1.148 (0.03649%) +bbb = 3144.91 +/- 1.083 (0.03444%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/55_vs_77.gnuplot.log b/dokumentation/evolution1d/55_vs_77.gnuplot.log new file mode 100644 index 0000000..bd9a198 --- /dev/null +++ b/dokumentation/evolution1d/55_vs_77.gnuplot.log @@ -0,0 +1,239 @@ + + + Iteration 0 + WSSR : 9.66726e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707302 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 429053 delta(WSSR)/WSSR : -21.5316 + delta(WSSR) : -9.23821e+06 limit for stopping : 1e-05 + lambda : 0.0707302 + +resultant parameter values + +a = 22.2741 +b = 214.904 +/ + + Iteration 2 + WSSR : 422538 delta(WSSR)/WSSR : -0.015418 + delta(WSSR) : -6514.71 limit for stopping : 1e-05 + lambda : 0.00707302 + +resultant parameter values + +a = 601.96 +b = 202.413 +/ + + Iteration 3 + WSSR : 421624 delta(WSSR)/WSSR : -0.00216873 + delta(WSSR) : -914.389 limit for stopping : 1e-05 + lambda : 0.000707302 + +resultant parameter values + +a = 915.416 +b = 195.369 +/ + + Iteration 4 + WSSR : 421624 delta(WSSR)/WSSR : -6.34169e-08 + delta(WSSR) : -0.0267381 limit for stopping : 1e-05 + lambda : 7.07302e-05 + +resultant parameter values + +a = 917.12 +b = 195.33 + +After 4 iterations the fit converged. +final sum of squares of residuals : 421624 +rel. change during last iteration : -6.34169e-08 + +degrees of freedom (FIT_NDF) : 198 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 46.1456 +variance of residuals (reduced chisquare) = WSSR/ndf : 2129.41 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 917.12 +/- 480.9 (52.44%) +b = 195.33 +/- 11.29 (5.78%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.957 1.000 + + + Iteration 0 + WSSR : 9.58815e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.972317 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 416754 delta(WSSR)/WSSR : -22.0067 + delta(WSSR) : -9.1714e+06 limit for stopping : 1e-05 + lambda : 0.0972317 + +resultant parameter values + +aa = 132.348 +bb = 90.6225 +/ + + Iteration 2 + WSSR : 382700 delta(WSSR)/WSSR : -0.088985 + delta(WSSR) : -34054.5 limit for stopping : 1e-05 + lambda : 0.00972317 + +resultant parameter values + +aa = 748.351 +bb = -490.236 +/ + + Iteration 3 + WSSR : 380453 delta(WSSR)/WSSR : -0.00590532 + delta(WSSR) : -2246.69 limit for stopping : 1e-05 + lambda : 0.000972317 + +resultant parameter values + +aa = 951.802 +bb = -682.256 +/ + + Iteration 4 + WSSR : 380453 delta(WSSR)/WSSR : -6.44724e-08 + delta(WSSR) : -0.0245287 limit for stopping : 1e-05 + lambda : 9.72317e-05 + +resultant parameter values + +aa = 952.476 +bb = -682.892 + +After 4 iterations the fit converged. +final sum of squares of residuals : 380453 +rel. change during last iteration : -6.44724e-08 + +degrees of freedom (FIT_NDF) : 198 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 43.8347 +variance of residuals (reduced chisquare) = WSSR/ndf : 1921.48 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 952.476 +/- 188.8 (19.82%) +bb = -682.892 +/- 178.2 (26.09%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 6.6554e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.972317 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 531214 delta(WSSR)/WSSR : -11.5287 + delta(WSSR) : -6.12418e+06 limit for stopping : 1e-05 + lambda : 0.0972317 + +resultant parameter values + +aaa = -6.77303 +bbb = 182.43 +/ + + Iteration 2 + WSSR : 32939.9 delta(WSSR)/WSSR : -15.1268 + delta(WSSR) : -498274 limit for stopping : 1e-05 + lambda : 0.00972317 + +resultant parameter values + +aaa = -2363.72 +bbb = 2407.38 +/ + + Iteration 3 + WSSR : 14.4202 delta(WSSR)/WSSR : -2283.28 + delta(WSSR) : -32925.5 limit for stopping : 1e-05 + lambda : 0.000972317 + +resultant parameter values + +aaa = -3142.56 +bbb = 3142.47 +/ + + Iteration 4 + WSSR : 14.0608 delta(WSSR)/WSSR : -0.0255655 + delta(WSSR) : -0.35947 limit for stopping : 1e-05 + lambda : 9.72317e-05 + +resultant parameter values + +aaa = -3145.15 +bbb = 3144.91 +/ + + Iteration 5 + WSSR : 14.0608 delta(WSSR)/WSSR : -2.80474e-11 + delta(WSSR) : -3.94367e-10 limit for stopping : 1e-05 + lambda : 9.72317e-06 + +resultant parameter values + +aaa = -3145.15 +bbb = 3144.91 + +After 5 iterations the fit converged. +final sum of squares of residuals : 14.0608 +rel. change during last iteration : -2.80474e-11 + +degrees of freedom (FIT_NDF) : 198 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.266484 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0710139 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3145.15 +/- 1.148 (0.03649%) +bbb = 3144.91 +/- 1.083 (0.03444%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/55_vs_77.gnuplot.script b/dokumentation/evolution1d/55_vs_77.gnuplot.script new file mode 100644 index 0000000..cef657d --- /dev/null +++ b/dokumentation/evolution1d/55_vs_77.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "55_vs_77.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "55_vs_77_regularity-vs-steps.png" +plot "55_vs_77.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "55_vs_77.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "55_vs_77_improvement-vs-steps.png" +plot "55_vs_77.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "55_vs_77.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "55_vs_77_improvement-vs-evo-error.png" +plot "55_vs_77.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/55_vs_77.spearman b/dokumentation/evolution1d/55_vs_77.spearman new file mode 100644 index 0000000..ccf20bb --- /dev/null +++ b/dokumentation/evolution1d/55_vs_77.spearman @@ -0,0 +1,37 @@ +[1] "================ Analyzing 55_vs_77.csv" +[1] "spearman for improvement-potential vs. evolution-error" + x y +x 1 -1 +y -1 1 + +n= 200 + + +P + x y +x 0 +y 0 +[1] "spearman for regularity vs. steps" + x y +x 1.00 0.12 +y 0.12 1.00 + +n= 200 + + +P + x y +x 0.0957 +y 0.0957 +[1] "spearman for variability vs. evolution-error" + x y +x 1.00 -0.87 +y -0.87 1.00 + +n= 200 + + +P + x y +x 0 +y 0 diff --git a/dokumentation/evolution1d/55_vs_77_improvement-vs-evo-error.png b/dokumentation/evolution1d/55_vs_77_improvement-vs-evo-error.png new file mode 100644 index 0000000..2205780 Binary files /dev/null and b/dokumentation/evolution1d/55_vs_77_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/55_vs_77_improvement-vs-steps.png b/dokumentation/evolution1d/55_vs_77_improvement-vs-steps.png new file mode 100644 index 0000000..e47c79f Binary files /dev/null and b/dokumentation/evolution1d/55_vs_77_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/55_vs_77_regularity-vs-steps.png b/dokumentation/evolution1d/55_vs_77_regularity-vs-steps.png new file mode 100644 index 0000000..3883cfa Binary files /dev/null and b/dokumentation/evolution1d/55_vs_77_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/55_vs_77_variability-vs-evo-error.png b/dokumentation/evolution1d/55_vs_77_variability-vs-evo-error.png new file mode 100644 index 0000000..58818b5 Binary files /dev/null and b/dokumentation/evolution1d/55_vs_77_variability-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/R_analysis.r b/dokumentation/evolution1d/R_analysis.r index a5b36c7..e4c64f1 100644 --- a/dokumentation/evolution1d/R_analysis.r +++ b/dokumentation/evolution1d/R_analysis.r @@ -1,9 +1,12 @@ library(Hmisc) -DF=read.table("potential_lambda05_fitness_R_gia2_ffd_im_mid_25.txt",header=TRUE,skip=1, sep="") -head(DF) -rcorr(as.matrix(DF),type="spearman") +DF=as.matrix(read.csv("20171020-evolution1D_5x5_100Times-addedOne.csv",header=TRUE)) +rcorr(DF[,4],DF[,6],type="spearman") -DF=read.table("potential_lambda075_fitness_R_gia2_ffd_im_mid_25.txt",header=TRUE,skip=1, sep="") -head(DF) -rcorr(as.matrix(DF),type="spearman") +DF=as.matrix(read.csv("20171020-evolution1D_5x5_100Times.csv",header=TRUE)) +rcorr(DF[,4],DF[,6],type="spearman") +DF=as.matrix(read.csv("20171020-evolution1D_5x5_100Times-addedOne.csv",header=TRUE)) +rcorr(DF[,2],DF[,5],type="spearman") + +DF=as.matrix(read.csv("20171020-evolution1D_5x5_100Times.csv",header=TRUE)) +rcorr(DF[,2],DF[,5],type="spearman") diff --git a/dokumentation/evolution1d/R_analysis.sh b/dokumentation/evolution1d/R_analysis.sh new file mode 100755 index 0000000..d7fdbfb --- /dev/null +++ b/dokumentation/evolution1d/R_analysis.sh @@ -0,0 +1,29 @@ +#!/bin/bash + +if [[ -f "$1" ]]; then + +R -q --slave --vanilla <" +fi + diff --git a/dokumentation/evolution1d/adv-lamb.csv b/dokumentation/evolution1d/adv-lamb.csv new file mode 100644 index 0000000..7a6e81e --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb.csv @@ -0,0 +1,101 @@ +"Least squares",regularity,variability,improvement,improvement.5,improvement.75,improvement.25,steps,"Evolution error",sigma +179.603,0.026188,0.00111111,0.940021,0.979787,0.958161,0.995351,253,188.254,0.0232041 +196.451,0.0244511,0.00111111,0.93446,0.977913,0.954281,0.99492,157,205.896,0.0228021 +189.09,0.0262443,0.00111111,0.936855,0.97872,0.955952,0.995106,159,198.496,0.0265 +190.532,0.0261834,0.00111111,0.936372,0.978557,0.955615,0.995068,237,199.725,0.0171699 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+215.099,0.0251406,0.00111111,0.975792,182,225.686,0.0172172 +196.048,0.0244025,0.00111111,0.977936,171,205.79,0.0216345 +192.129,0.0250595,0.00111111,0.978378,163,201.653,0.0246749 +189.835,0.025235,0.00111111,0.978661,113,198.984,0.0430281 +205.107,0.0256549,0.00111111,0.976916,165,214.844,0.0304616 +193.362,0.0281933,0.00111111,0.978238,133,202.594,0.0230947 +176.783,0.0253994,0.00111111,0.980104,165,185.619,0.0298644 +201.911,0.0267396,0.00111111,0.977276,247,211.904,0.0184367 +187.159,0.0264083,0.00111111,0.978936,185,195.98,0.0301479 +184.049,0.0259232,0.00111111,0.979291,232,192.979,0.0173422 +204.792,0.0254979,0.00111111,0.976952,167,214.577,0.0239699 +199.555,0.0258068,0.00111111,0.977541,157,209.134,0.0261165 +190.76,0.0261192,0.00111111,0.978571,227,200.294,0.023586 +186.16,0.0270901,0.00111111,0.979049,154,194.941,0.0553742 +191.062,0.0244287,0.00111111,0.978497,206,199.917,0.0297287 +195.72,0.0264288,0.00111111,0.977973,181,205.385,0.0241264 +194.606,0.0260995,0.00111111,0.978111,183,204.299,0.0164021 +200.328,0.0273905,0.00111111,0.977454,195,210.307,0.0270821 +194.583,0.0264801,0.00111111,0.978101,167,203.889,0.0308113 +183.311,0.025923,0.00111111,0.97937,167,192.409,0.0247795 diff --git a/dokumentation/evolution1d/adv-lamb_05.gnuplot.fit.log b/dokumentation/evolution1d/adv-lamb_05.gnuplot.fit.log new file mode 100644 index 0000000..291665a --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_05.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_05.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_05.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.39898e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.989074 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 102920 +rel. change during last iteration : -2.92502e-06 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4068 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.2 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 4824.54 +/- 3133 (64.93%) +bb = -4535.06 +/- 3064 (67.56%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_05.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.12478e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.989074 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 6.62349 +rel. change during last iteration : -5.80352e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259974 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0675867 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9355.22 +/- 25.13 (0.2686%) +bbb = 9354.48 +/- 24.58 (0.2627%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_05.gnuplot.log b/dokumentation/evolution1d/adv-lamb_05.gnuplot.log new file mode 100644 index 0000000..f636b06 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_05.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 105495 delta(WSSR)/WSSR : -31.5479 + delta(WSSR) : -3.32814e+06 limit for stopping : 1e-05 + lambda : 0.0707341 + +resultant parameter values + +a = 5.32798 +b = 182.415 +/ + + Iteration 2 + WSSR : 105402 delta(WSSR)/WSSR : -0.000885427 + delta(WSSR) : -93.3255 limit for stopping : 1e-05 + lambda : 0.00707341 + +resultant parameter values + +a = -27.5466 +b = 184.168 +/ + + Iteration 3 + WSSR : 105161 delta(WSSR)/WSSR : -0.00228785 + delta(WSSR) : -240.593 limit for stopping : 1e-05 + lambda : 0.000707341 + +resultant parameter values + +a = -1123.3 +b = 212.337 +/ + + Iteration 4 + WSSR : 105131 delta(WSSR)/WSSR : -0.000285564 + delta(WSSR) : -30.0216 limit for stopping : 1e-05 + lambda : 7.07341e-05 + +resultant parameter values + +a = -1667.84 +b = 226.336 +/ + + Iteration 5 + WSSR : 105131 delta(WSSR)/WSSR : -7.05227e-09 + delta(WSSR) : -0.000741413 limit for stopping : 1e-05 + lambda : 7.07341e-06 + +resultant parameter values + +a = -1670.56 +b = 226.406 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + + Iteration 0 + WSSR : 3.39898e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.989074 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 105398 delta(WSSR)/WSSR : -31.2489 + delta(WSSR) : -3.29358e+06 limit for stopping : 1e-05 + lambda : 0.0989074 + +resultant parameter values + +aa = 91.5331 +bb = 93.0379 +/ + + Iteration 2 + WSSR : 105290 delta(WSSR)/WSSR : -0.00102673 + delta(WSSR) : -108.104 limit for stopping : 1e-05 + lambda : 0.00989074 + +resultant parameter values + +aa = 118.298 +bb = 67.7639 +/ + + Iteration 3 + WSSR : 103895 delta(WSSR)/WSSR : -0.0134291 + delta(WSSR) : -1395.21 limit for stopping : 1e-05 + lambda : 0.000989074 + +resultant parameter values + +aa = 1806.02 +bb = -1582.88 +/ + + Iteration 4 + WSSR : 102920 delta(WSSR)/WSSR : -0.00947123 + delta(WSSR) : -974.781 limit for stopping : 1e-05 + lambda : 9.89074e-05 + +resultant parameter values + +aa = 4771.51 +bb = -4483.19 +/ + + Iteration 5 + WSSR : 102920 delta(WSSR)/WSSR : -2.92502e-06 + delta(WSSR) : -0.301043 limit for stopping : 1e-05 + lambda : 9.89074e-06 + +resultant parameter values + +aa = 4824.54 +bb = -4535.06 + +After 5 iterations the fit converged. +final sum of squares of residuals : 102920 +rel. change during last iteration : -2.92502e-06 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4068 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.2 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 4824.54 +/- 3133 (64.93%) +bb = -4535.06 +/- 3064 (67.56%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.12478e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.989074 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 9679.72 delta(WSSR)/WSSR : -425.127 + delta(WSSR) : -4.11511e+06 limit for stopping : 1e-05 + lambda : 0.0989074 + +resultant parameter values + +aaa = 101.372 +bbb = 104.685 +/ + + Iteration 2 + WSSR : 9471.72 delta(WSSR)/WSSR : -0.0219599 + delta(WSSR) : -207.998 limit for stopping : 1e-05 + lambda : 0.00989074 + +resultant parameter values + +aaa = 49.2932 +bbb = 156.628 +/ + + Iteration 3 + WSSR : 3900.34 delta(WSSR)/WSSR : -1.42844 + delta(WSSR) : -5571.38 limit for stopping : 1e-05 + lambda : 0.000989074 + +resultant parameter values + +aaa = -3323.3 +bbb = 3455.11 +/ + + Iteration 4 + WSSR : 7.82562 delta(WSSR)/WSSR : -497.406 + delta(WSSR) : -3892.51 limit for stopping : 1e-05 + lambda : 9.89074e-05 + +resultant parameter values + +aaa = -9249.24 +bbb = 9250.83 +/ + + Iteration 5 + WSSR : 6.62349 delta(WSSR)/WSSR : -0.181495 + delta(WSSR) : -1.20213 limit for stopping : 1e-05 + lambda : 9.89074e-06 + +resultant parameter values + +aaa = -9355.2 +bbb = 9354.46 +/ + + Iteration 6 + WSSR : 6.62349 delta(WSSR)/WSSR : -5.80352e-09 + delta(WSSR) : -3.84395e-08 limit for stopping : 1e-05 + lambda : 9.89074e-07 + +resultant parameter values + +aaa = -9355.22 +bbb = 9354.48 + +After 6 iterations the fit converged. +final sum of squares of residuals : 6.62349 +rel. change during last iteration : -5.80352e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259974 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0675867 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -9355.22 +/- 25.13 (0.2686%) +bbb = 9354.48 +/- 24.58 (0.2627%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_05.gnuplot.script b/dokumentation/evolution1d/adv-lamb_05.gnuplot.script new file mode 100644 index 0000000..5c8a17b --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_05.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "adv-lamb_05.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "adv-lamb_05_regularity-vs-steps.png" +plot "adv-lamb_05.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "adv-lamb_05.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "adv-lamb_05_improvement-vs-steps.png" +plot "adv-lamb_05.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "adv-lamb_05.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "adv-lamb_05_improvement-vs-evo-error.png" +plot "adv-lamb_05.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/adv-lamb_05_improvement-vs-evo-error.png b/dokumentation/evolution1d/adv-lamb_05_improvement-vs-evo-error.png new file mode 100644 index 0000000..171dacb Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_05_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/adv-lamb_05_improvement-vs-steps.png b/dokumentation/evolution1d/adv-lamb_05_improvement-vs-steps.png new file mode 100644 index 0000000..ec7665e Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_05_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_05_regularity-vs-steps.png b/dokumentation/evolution1d/adv-lamb_05_regularity-vs-steps.png new file mode 100644 index 0000000..23bfc4c Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_05_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_1.csv b/dokumentation/evolution1d/adv-lamb_1.csv new file mode 100644 index 0000000..14f5d27 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_1.csv @@ -0,0 +1,101 @@ +"Least squares",regularity,variability,improvement,steps,"Evolution error",sigma +179.603,0.026188,0.00111111,0.940021,253,188.254,0.0232041 +196.451,0.0244511,0.00111111,0.93446,157,205.896,0.0228021 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+212.338,0.0246703,0.00111111,0.929237,209,222.918,0.0241369 +181.9,0.0245309,0.00111111,0.939254,172,190.866,0.0173801 +193.352,0.0258004,0.00111111,0.93543,181,202.647,0.0281892 +201.972,0.0257228,0.00111111,0.932551,159,211.847,0.0197761 +189.39,0.024665,0.00111111,0.936753,213,198.75,0.0378911 +213.861,0.024889,0.00111111,0.928915,164,224.289,0.0270203 +208.41,0.0265947,0.00111111,0.930403,178,218.633,0.0445227 +197.211,0.0248719,0.00111111,0.934141,214,206.585,0.0256113 +193.28,0.0264211,0.00111111,0.935595,145,202.822,0.0209876 +184.13,0.0247761,0.00111111,0.938843,154,192.806,0.0281888 +214.345,0.0254178,0.00111111,0.928419,204,224.986,0.0233669 +198.282,0.0243538,0.00111111,0.933783,159,207.701,0.017893 +190.332,0.026492,0.00111111,0.936439,265,199.844,0.0225251 +187.448,0.0255424,0.00111111,0.937614,174,196.687,0.0194459 +186.94,0.0237614,0.00111111,0.937571,205,196.03,0.0327835 +204.373,0.0291347,0.00111111,0.931749,154,214.317,0.0221349 +189.99,0.0245251,0.00111111,0.936553,243,199.197,0.0280832 +193.767,0.0250692,0.00111111,0.935291,208,203.173,0.0213713 +207.374,0.0247131,0.00111111,0.930747,208,217.691,0.0213977 +201.25,0.0258389,0.00111111,0.932792,143,210.68,0.0255796 +212.58,0.0246806,0.00111111,0.929009,166,223.133,0.0236094 +191.974,0.025784,0.00111111,0.93589,157,201.275,0.0330152 +185.387,0.0252672,0.00111111,0.938097,189,194.38,0.0257366 +212.023,0.0263675,0.00111111,0.929196,145,222.547,0.0246763 +186.682,0.026184,0.00111111,0.937657,186,195.909,0.0179976 +182.965,0.0268297,0.00111111,0.938978,161,191.875,0.0360357 +204.758,0.0256502,0.00111111,0.931784,135,214.718,0.0244786 +195.023,0.0240548,0.00111111,0.934872,236,204.506,0.0168769 +200.375,0.0256024,0.00111111,0.933085,163,209.762,0.0341017 +176.392,0.02493,0.00111111,0.941094,246,185.182,0.024624 +215.099,0.0251406,0.00111111,0.928167,182,225.686,0.0172172 +196.048,0.0244025,0.00111111,0.934529,171,205.79,0.0216345 +192.129,0.0250595,0.00111111,0.935842,163,201.653,0.0246749 +189.835,0.025235,0.00111111,0.936682,113,198.984,0.0430281 +205.107,0.0256549,0.00111111,0.931504,165,214.844,0.0304616 +193.362,0.0281933,0.00111111,0.935426,133,202.594,0.0230947 +176.783,0.0253994,0.00111111,0.940963,165,185.619,0.0298644 +201.911,0.0267396,0.00111111,0.932571,247,211.904,0.0184367 +187.159,0.0264083,0.00111111,0.937498,185,195.98,0.0301479 +184.049,0.0259232,0.00111111,0.938551,232,192.979,0.0173422 +204.792,0.0254979,0.00111111,0.93161,167,214.577,0.0239699 +199.555,0.0258068,0.00111111,0.933358,157,209.134,0.0261165 +190.76,0.0261192,0.00111111,0.936414,227,200.294,0.023586 +186.16,0.0270901,0.00111111,0.937832,154,194.941,0.0553742 +191.062,0.0244287,0.00111111,0.936195,206,199.917,0.0297287 +195.72,0.0264288,0.00111111,0.934639,181,205.385,0.0241264 +194.606,0.0260995,0.00111111,0.935048,183,204.299,0.0164021 +200.328,0.0273905,0.00111111,0.9331,195,210.307,0.0270821 +194.583,0.0264801,0.00111111,0.935019,167,203.889,0.0308113 +183.311,0.025923,0.00111111,0.938783,167,192.409,0.0247795 diff --git a/dokumentation/evolution1d/adv-lamb_1.gnuplot.fit.log b/dokumentation/evolution1d/adv-lamb_1.gnuplot.fit.log new file mode 100644 index 0000000..bb1e5e9 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_1.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_1.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_1.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.40055e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.967948 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 102920 +rel. change during last iteration : -1.65455e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4068 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.2 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 1625.98 +/- 1056 (64.93%) +bb = -1336.49 +/- 986.9 (73.84%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_1.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.12654e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.967948 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 6.60519 +rel. change during last iteration : -6.76367e-14 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259615 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0673999 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3152.73 +/- 8.457 (0.2683%) +bbb = 3151.99 +/- 7.906 (0.2508%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_1.gnuplot.log b/dokumentation/evolution1d/adv-lamb_1.gnuplot.log new file mode 100644 index 0000000..7804041 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_1.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 105495 delta(WSSR)/WSSR : -31.5479 + delta(WSSR) : -3.32814e+06 limit for stopping : 1e-05 + lambda : 0.0707341 + +resultant parameter values + +a = 5.32798 +b = 182.415 +/ + + Iteration 2 + WSSR : 105402 delta(WSSR)/WSSR : -0.000885427 + delta(WSSR) : -93.3255 limit for stopping : 1e-05 + lambda : 0.00707341 + +resultant parameter values + +a = -27.5466 +b = 184.168 +/ + + Iteration 3 + WSSR : 105161 delta(WSSR)/WSSR : -0.00228785 + delta(WSSR) : -240.593 limit for stopping : 1e-05 + lambda : 0.000707341 + +resultant parameter values + +a = -1123.3 +b = 212.337 +/ + + Iteration 4 + WSSR : 105131 delta(WSSR)/WSSR : -0.000285564 + delta(WSSR) : -30.0216 limit for stopping : 1e-05 + lambda : 7.07341e-05 + +resultant parameter values + +a = -1667.84 +b = 226.336 +/ + + Iteration 5 + WSSR : 105131 delta(WSSR)/WSSR : -7.05227e-09 + delta(WSSR) : -0.000741413 limit for stopping : 1e-05 + lambda : 7.07341e-06 + +resultant parameter values + +a = -1670.56 +b = 226.406 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + + Iteration 0 + WSSR : 3.40055e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.967948 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 105217 delta(WSSR)/WSSR : -31.3193 + delta(WSSR) : -3.29533e+06 limit for stopping : 1e-05 + lambda : 0.0967948 + +resultant parameter values + +aa = 91.9331 +bb = 96.6256 +/ + + Iteration 2 + WSSR : 104916 delta(WSSR)/WSSR : -0.00287467 + delta(WSSR) : -301.598 limit for stopping : 1e-05 + lambda : 0.00967948 + +resultant parameter values + +aa = 170.503 +bb = 24.0822 +/ + + Iteration 3 + WSSR : 102969 delta(WSSR)/WSSR : -0.0189081 + delta(WSSR) : -1946.94 limit for stopping : 1e-05 + lambda : 0.000967948 + +resultant parameter values + +aa = 1397.39 +bb = -1122.81 +/ + + Iteration 4 + WSSR : 102920 delta(WSSR)/WSSR : -0.000478408 + delta(WSSR) : -49.2375 limit for stopping : 1e-05 + lambda : 9.67948e-05 + +resultant parameter values + +aa = 1625.55 +bb = -1336.1 +/ + + Iteration 5 + WSSR : 102920 delta(WSSR)/WSSR : -1.65455e-09 + delta(WSSR) : -0.000170286 limit for stopping : 1e-05 + lambda : 9.67948e-06 + +resultant parameter values + +aa = 1625.98 +bb = -1336.49 + +After 5 iterations the fit converged. +final sum of squares of residuals : 102920 +rel. change during last iteration : -1.65455e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4068 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.2 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 1625.98 +/- 1056 (64.93%) +bb = -1336.49 +/- 986.9 (73.84%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.12654e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.967948 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 10081.1 delta(WSSR)/WSSR : -408.333 + delta(WSSR) : -4.11646e+06 limit for stopping : 1e-05 + lambda : 0.0967948 + +resultant parameter values + +aaa = 99.9668 +bbb = 110.37 +/ + + Iteration 2 + WSSR : 8989.14 delta(WSSR)/WSSR : -0.12148 + delta(WSSR) : -1092 limit for stopping : 1e-05 + lambda : 0.00967948 + +resultant parameter values + +aaa = -65.2423 +bbb = 265.816 +/ + + Iteration 3 + WSSR : 228.168 delta(WSSR)/WSSR : -38.397 + delta(WSSR) : -8760.97 limit for stopping : 1e-05 + lambda : 0.000967948 + +resultant parameter values + +aaa = -2667.83 +bbb = 2698.71 +/ + + Iteration 4 + WSSR : 6.60596 delta(WSSR)/WSSR : -33.5397 + delta(WSSR) : -221.562 limit for stopping : 1e-05 + lambda : 9.67948e-05 + +resultant parameter values + +aaa = -3151.83 +bbb = 3151.15 +/ + + Iteration 5 + WSSR : 6.60519 delta(WSSR)/WSSR : -0.000116009 + delta(WSSR) : -0.000766263 limit for stopping : 1e-05 + lambda : 9.67948e-06 + +resultant parameter values + +aaa = -3152.73 +bbb = 3151.99 +/ + + Iteration 6 + WSSR : 6.60519 delta(WSSR)/WSSR : -6.76367e-14 + delta(WSSR) : -4.46754e-13 limit for stopping : 1e-05 + lambda : 9.67948e-07 + +resultant parameter values + +aaa = -3152.73 +bbb = 3151.99 + +After 6 iterations the fit converged. +final sum of squares of residuals : 6.60519 +rel. change during last iteration : -6.76367e-14 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259615 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0673999 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -3152.73 +/- 8.457 (0.2683%) +bbb = 3151.99 +/- 7.906 (0.2508%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_1.gnuplot.script b/dokumentation/evolution1d/adv-lamb_1.gnuplot.script new file mode 100644 index 0000000..101c0b0 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_1.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "adv-lamb_1.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "adv-lamb_1_regularity-vs-steps.png" +plot "adv-lamb_1.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "adv-lamb_1.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "adv-lamb_1_improvement-vs-steps.png" +plot "adv-lamb_1.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "adv-lamb_1.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "adv-lamb_1_improvement-vs-evo-error.png" +plot "adv-lamb_1.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/adv-lamb_1_improvement-vs-evo-error.png b/dokumentation/evolution1d/adv-lamb_1_improvement-vs-evo-error.png new file mode 100644 index 0000000..1d2e13a Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_1_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/adv-lamb_1_improvement-vs-steps.png b/dokumentation/evolution1d/adv-lamb_1_improvement-vs-steps.png new file mode 100644 index 0000000..51aa93e Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_1_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_1_regularity-vs-steps.png b/dokumentation/evolution1d/adv-lamb_1_regularity-vs-steps.png new file mode 100644 index 0000000..23bfc4c Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_1_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_25.csv b/dokumentation/evolution1d/adv-lamb_25.csv new file mode 100644 index 0000000..a03ed63 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_25.csv @@ -0,0 +1,101 @@ +"Least squares",regularity,variability,improvement.25,steps,"Evolution error",sigma +179.603,0.026188,0.00111111,0.995351,253,188.254,0.0232041 +196.451,0.0244511,0.00111111,0.99492,157,205.896,0.0228021 +189.09,0.0262443,0.00111111,0.995106,159,198.496,0.0265 +190.532,0.0261834,0.00111111,0.995068,237,199.725,0.0171699 +190.508,0.0256818,0.00111111,0.995069,187,200.021,0.0279554 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+190.941,0.02429,0.00111111,0.995058,121,200.174,0.0488998 +188.434,0.026564,0.00111111,0.995124,139,197.224,0.022272 +192.602,0.0257663,0.00111111,0.995015,194,202.147,0.0170614 +189.234,0.0234601,0.00111111,0.995102,138,198.141,0.0424643 +196.368,0.025791,0.00111111,0.994917,173,206.172,0.0266269 +206.929,0.0257442,0.00111111,0.994644,177,217.236,0.0313754 +208.073,0.0248913,0.00111111,0.994614,171,218.32,0.0186665 +196.852,0.02525,0.00111111,0.994905,162,206.082,0.0317539 +196.103,0.0269448,0.00111111,0.994924,213,205.887,0.0319141 +200.662,0.02717,0.00111111,0.994806,166,210.591,0.0191685 +192.795,0.0248511,0.00111111,0.99501,188,202.024,0.0216186 +201.416,0.0255063,0.00111111,0.994787,248,211.435,0.0186956 +192.352,0.0236198,0.00111111,0.995021,184,201.584,0.027124 +183.207,0.0272397,0.00111111,0.995258,167,191.923,0.0400563 +208.013,0.0253904,0.00111111,0.994616,148,217.876,0.0354772 +198.242,0.02544,0.00111111,0.994869,220,207.826,0.0198802 +190.364,0.0261942,0.00111111,0.995073,229,199.813,0.017872 +199.888,0.0260878,0.00111111,0.994826,196,209.821,0.0433316 +192.861,0.0268398,0.00111111,0.995008,191,202.42,0.0178469 +192.098,0.0262855,0.00111111,0.995028,183,201.417,0.0248602 +181.505,0.0252787,0.00111111,0.995315,186,190.047,0.0284528 +187.323,0.0267028,0.00111111,0.995151,183,196.374,0.0358928 +184.677,0.0255025,0.00111111,0.99522,198,193.685,0.024289 +205.213,0.0252094,0.00111111,0.994688,194,215.462,0.0177816 +202.104,0.0274611,0.00111111,0.994769,145,212.139,0.0193782 +188.727,0.0261381,0.00111111,0.995115,146,197.984,0.022975 +195.625,0.0255377,0.00111111,0.994936,157,204.831,0.0274209 +192.408,0.0243666,0.00111111,0.99502,184,201.998,0.0295321 +194.585,0.0257087,0.00111111,0.994964,209,204.132,0.0176607 +212.338,0.0246703,0.00111111,0.994515,209,222.918,0.0241369 +181.9,0.0245309,0.00111111,0.995292,172,190.866,0.0173801 +193.352,0.0258004,0.00111111,0.994995,181,202.647,0.0281892 +201.972,0.0257228,0.00111111,0.994772,159,211.847,0.0197761 +189.39,0.024665,0.00111111,0.995098,213,198.75,0.0378911 +213.861,0.024889,0.00111111,0.99449,164,224.289,0.0270203 +208.41,0.0265947,0.00111111,0.994606,178,218.633,0.0445227 +197.211,0.0248719,0.00111111,0.994895,214,206.585,0.0256113 +193.28,0.0264211,0.00111111,0.995008,145,202.822,0.0209876 +184.13,0.0247761,0.00111111,0.99526,154,192.806,0.0281888 +214.345,0.0254178,0.00111111,0.994452,204,224.986,0.0233669 +198.282,0.0243538,0.00111111,0.994868,159,207.701,0.017893 +190.332,0.026492,0.00111111,0.995073,265,199.844,0.0225251 +187.448,0.0255424,0.00111111,0.995165,174,196.687,0.0194459 +186.94,0.0237614,0.00111111,0.995161,205,196.03,0.0327835 +204.373,0.0291347,0.00111111,0.99471,154,214.317,0.0221349 +189.99,0.0245251,0.00111111,0.995082,243,199.197,0.0280832 +193.767,0.0250692,0.00111111,0.994985,208,203.173,0.0213713 +207.374,0.0247131,0.00111111,0.994632,208,217.691,0.0213977 +201.25,0.0258389,0.00111111,0.994791,143,210.68,0.0255796 +212.58,0.0246806,0.00111111,0.994498,166,223.133,0.0236094 +191.974,0.025784,0.00111111,0.995031,157,201.275,0.0330152 +185.387,0.0252672,0.00111111,0.995202,189,194.38,0.0257366 +212.023,0.0263675,0.00111111,0.994512,145,222.547,0.0246763 +186.682,0.026184,0.00111111,0.995168,186,195.909,0.0179976 +182.965,0.0268297,0.00111111,0.99527,161,191.875,0.0360357 +204.758,0.0256502,0.00111111,0.994713,135,214.718,0.0244786 +195.023,0.0240548,0.00111111,0.994952,236,204.506,0.0168769 +200.375,0.0256024,0.00111111,0.994814,163,209.762,0.0341017 +176.392,0.02493,0.00111111,0.995434,246,185.182,0.024624 +215.099,0.0251406,0.00111111,0.994432,182,225.686,0.0172172 +196.048,0.0244025,0.00111111,0.994926,171,205.79,0.0216345 +192.129,0.0250595,0.00111111,0.995027,163,201.653,0.0246749 +189.835,0.025235,0.00111111,0.995092,113,198.984,0.0430281 +205.107,0.0256549,0.00111111,0.994691,165,214.844,0.0304616 +193.362,0.0281933,0.00111111,0.994995,133,202.594,0.0230947 +176.783,0.0253994,0.00111111,0.995424,165,185.619,0.0298644 +201.911,0.0267396,0.00111111,0.994774,247,211.904,0.0184367 +187.159,0.0264083,0.00111111,0.995156,185,195.98,0.0301479 +184.049,0.0259232,0.00111111,0.995237,232,192.979,0.0173422 +204.792,0.0254979,0.00111111,0.994699,167,214.577,0.0239699 +199.555,0.0258068,0.00111111,0.994835,157,209.134,0.0261165 +190.76,0.0261192,0.00111111,0.995072,227,200.294,0.023586 +186.16,0.0270901,0.00111111,0.995181,154,194.941,0.0553742 +191.062,0.0244287,0.00111111,0.995055,206,199.917,0.0297287 +195.72,0.0264288,0.00111111,0.994934,181,205.385,0.0241264 +194.606,0.0260995,0.00111111,0.994966,183,204.299,0.0164021 +200.328,0.0273905,0.00111111,0.994815,195,210.307,0.0270821 +194.583,0.0264801,0.00111111,0.994963,167,203.889,0.0308113 +183.311,0.025923,0.00111111,0.995255,167,192.409,0.0247795 diff --git a/dokumentation/evolution1d/adv-lamb_25.gnuplot.fit.log b/dokumentation/evolution1d/adv-lamb_25.gnuplot.fit.log new file mode 100644 index 0000000..f8137e0 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_25.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_25.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_25.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.39837e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.997476 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 102922 +rel. change during last iteration : -1.84717e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4071 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.22 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 20969.5 +/- 1.362e+04 (64.96%) +bb = -20680 +/- 1.355e+04 (65.53%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_25.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.1241e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.997476 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 7 iterations the fit converged. +final sum of squares of residuals : 6.60327 +rel. change during last iteration : -1.86291e-12 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259577 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0673803 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -40676.3 +/- 109.1 (0.2682%) +bbb = 40675.5 +/- 108.5 (0.2669%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_25.gnuplot.log b/dokumentation/evolution1d/adv-lamb_25.gnuplot.log new file mode 100644 index 0000000..bc8d761 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_25.gnuplot.log @@ -0,0 +1,294 @@ + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 105495 delta(WSSR)/WSSR : -31.5479 + delta(WSSR) : -3.32814e+06 limit for stopping : 1e-05 + lambda : 0.0707341 + +resultant parameter values + +a = 5.32798 +b = 182.415 +/ + + Iteration 2 + WSSR : 105402 delta(WSSR)/WSSR : -0.000885427 + delta(WSSR) : -93.3255 limit for stopping : 1e-05 + lambda : 0.00707341 + +resultant parameter values + +a = -27.5466 +b = 184.168 +/ + + Iteration 3 + WSSR : 105161 delta(WSSR)/WSSR : -0.00228785 + delta(WSSR) : -240.593 limit for stopping : 1e-05 + lambda : 0.000707341 + +resultant parameter values + +a = -1123.3 +b = 212.337 +/ + + Iteration 4 + WSSR : 105131 delta(WSSR)/WSSR : -0.000285564 + delta(WSSR) : -30.0216 limit for stopping : 1e-05 + lambda : 7.07341e-05 + +resultant parameter values + +a = -1667.84 +b = 226.336 +/ + + Iteration 5 + WSSR : 105131 delta(WSSR)/WSSR : -7.05227e-09 + delta(WSSR) : -0.000741413 limit for stopping : 1e-05 + lambda : 7.07341e-06 + +resultant parameter values + +a = -1670.56 +b = 226.406 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + + Iteration 0 + WSSR : 3.39837e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.997476 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 105471 delta(WSSR)/WSSR : -31.221 + delta(WSSR) : -3.2929e+06 limit for stopping : 1e-05 + lambda : 0.0997476 + +resultant parameter values + +aa = 91.34 +bb = 91.6795 +/ + + Iteration 2 + WSSR : 105388 delta(WSSR)/WSSR : -0.000786787 + delta(WSSR) : -82.9177 limit for stopping : 1e-05 + lambda : 0.00997476 + +resultant parameter values + +aa = 97.7589 +bb = 86.1957 +/ + + Iteration 3 + WSSR : 105252 delta(WSSR)/WSSR : -0.00128443 + delta(WSSR) : -135.189 limit for stopping : 1e-05 + lambda : 0.000997476 + +resultant parameter values + +aa = 677.927 +bb = -491.04 +/ + + Iteration 4 + WSSR : 103078 delta(WSSR)/WSSR : -0.0210939 + delta(WSSR) : -2174.32 limit for stopping : 1e-05 + lambda : 9.97476e-05 + +resultant parameter values + +aa = 15711.5 +bb = -15448.6 +/ + + Iteration 5 + WSSR : 102922 delta(WSSR)/WSSR : -0.00152059 + delta(WSSR) : -156.502 limit for stopping : 1e-05 + lambda : 9.97476e-06 + +resultant parameter values + +aa = 20951.2 +bb = -20661.8 +/ + + Iteration 6 + WSSR : 102922 delta(WSSR)/WSSR : -1.84717e-08 + delta(WSSR) : -0.00190114 limit for stopping : 1e-05 + lambda : 9.97476e-07 + +resultant parameter values + +aa = 20969.5 +bb = -20680 + +After 6 iterations the fit converged. +final sum of squares of residuals : 102922 +rel. change during last iteration : -1.84717e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4071 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.22 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 20969.5 +/- 1.362e+04 (64.96%) +bb = -20680 +/- 1.355e+04 (65.53%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.1241e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.997476 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 9521.77 delta(WSSR)/WSSR : -432.123 + delta(WSSR) : -4.11458e+06 limit for stopping : 1e-05 + lambda : 0.0997476 + +resultant parameter values + +aaa = 101.801 +bbb = 102.546 +/ + + Iteration 2 + WSSR : 9414.55 delta(WSSR)/WSSR : -0.0113894 + delta(WSSR) : -107.226 limit for stopping : 1e-05 + lambda : 0.00997476 + +resultant parameter values + +aaa = 90.6495 +bbb = 114.65 +/ + + Iteration 3 + WSSR : 8898.8 delta(WSSR)/WSSR : -0.0579576 + delta(WSSR) : -515.753 limit for stopping : 1e-05 + lambda : 0.000997476 + +resultant parameter values + +aaa = -1042.54 +bbb = 1242.12 +/ + + Iteration 4 + WSSR : 603.67 delta(WSSR)/WSSR : -13.7411 + delta(WSSR) : -8295.12 limit for stopping : 1e-05 + lambda : 9.97476e-05 + +resultant parameter values + +aaa = -30406.2 +bbb = 30457.4 +/ + + Iteration 5 + WSSR : 6.61053 delta(WSSR)/WSSR : -90.3196 + delta(WSSR) : -597.06 limit for stopping : 1e-05 + lambda : 9.97476e-06 + +resultant parameter values + +aaa = -40640.5 +bbb = 40639.9 +/ + + Iteration 6 + WSSR : 6.60327 delta(WSSR)/WSSR : -0.00109838 + delta(WSSR) : -0.00725293 limit for stopping : 1e-05 + lambda : 9.97476e-07 + +resultant parameter values + +aaa = -40676.3 +bbb = 40675.5 +/ + + Iteration 7 + WSSR : 6.60327 delta(WSSR)/WSSR : -1.86291e-12 + delta(WSSR) : -1.23013e-11 limit for stopping : 1e-05 + lambda : 9.97476e-08 + +resultant parameter values + +aaa = -40676.3 +bbb = 40675.5 + +After 7 iterations the fit converged. +final sum of squares of residuals : 6.60327 +rel. change during last iteration : -1.86291e-12 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259577 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.0673803 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -40676.3 +/- 109.1 (0.2682%) +bbb = 40675.5 +/- 108.5 (0.2669%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_25.gnuplot.script b/dokumentation/evolution1d/adv-lamb_25.gnuplot.script new file mode 100644 index 0000000..d8ba6c5 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_25.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "adv-lamb_25.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "adv-lamb_25_regularity-vs-steps.png" +plot "adv-lamb_25.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "adv-lamb_25.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "adv-lamb_25_improvement-vs-steps.png" +plot "adv-lamb_25.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "adv-lamb_25.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "adv-lamb_25_improvement-vs-evo-error.png" +plot "adv-lamb_25.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/adv-lamb_25_improvement-vs-evo-error.png b/dokumentation/evolution1d/adv-lamb_25_improvement-vs-evo-error.png new file mode 100644 index 0000000..c7ce3aa Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_25_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/adv-lamb_25_improvement-vs-steps.png b/dokumentation/evolution1d/adv-lamb_25_improvement-vs-steps.png new file mode 100644 index 0000000..036ad2f Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_25_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_25_regularity-vs-steps.png b/dokumentation/evolution1d/adv-lamb_25_regularity-vs-steps.png new file mode 100644 index 0000000..23bfc4c Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_25_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_75.csv b/dokumentation/evolution1d/adv-lamb_75.csv new file mode 100644 index 0000000..97f89ca --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_75.csv @@ -0,0 +1,101 @@ +"Least squares",regularity,variability,improvement.75,steps,"Evolution error",sigma 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+215.099,0.0251406,0.00111111,0.949892,182,225.686,0.0172172 +196.048,0.0244025,0.00111111,0.95433,171,205.79,0.0216345 +192.129,0.0250595,0.00111111,0.955245,163,201.653,0.0246749 +189.835,0.025235,0.00111111,0.955831,113,198.984,0.0430281 +205.107,0.0256549,0.00111111,0.952219,165,214.844,0.0304616 +193.362,0.0281933,0.00111111,0.954955,133,202.594,0.0230947 +176.783,0.0253994,0.00111111,0.958818,165,185.619,0.0298644 +201.911,0.0267396,0.00111111,0.952964,247,211.904,0.0184367 +187.159,0.0264083,0.00111111,0.9564,185,195.98,0.0301479 +184.049,0.0259232,0.00111111,0.957135,232,192.979,0.0173422 +204.792,0.0254979,0.00111111,0.952293,167,214.577,0.0239699 +199.555,0.0258068,0.00111111,0.953513,157,209.134,0.0261165 +190.76,0.0261192,0.00111111,0.955644,227,200.294,0.023586 +186.16,0.0270901,0.00111111,0.956633,154,194.941,0.0553742 +191.062,0.0244287,0.00111111,0.955491,206,199.917,0.0297287 +195.72,0.0264288,0.00111111,0.954406,181,205.385,0.0241264 +194.606,0.0260995,0.00111111,0.954691,183,204.299,0.0164021 +200.328,0.0273905,0.00111111,0.953333,195,210.307,0.0270821 +194.583,0.0264801,0.00111111,0.954671,167,203.889,0.0308113 +183.311,0.025923,0.00111111,0.957297,167,192.409,0.0247795 diff --git a/dokumentation/evolution1d/adv-lamb_75.gnuplot.fit.log b/dokumentation/evolution1d/adv-lamb_75.gnuplot.fit.log new file mode 100644 index 0000000..89ef2df --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_75.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_75.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_75.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.39983e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.977523 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 102919 +rel. change during last iteration : -2.71334e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4067 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.19 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 2331.24 +/- 1513 (64.92%) +bb = -2041.74 +/- 1445 (70.75%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:58:38 2017 + + +FIT: data read from "adv-lamb_75.csv" every ::1 using 4:6 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 4.12574e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.977523 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 6.61117 +rel. change during last iteration : -3.28097e-12 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259732 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.067461 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -4519.58 +/- 12.13 (0.2684%) +bbb = 4518.85 +/- 11.58 (0.2562%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_75.gnuplot.log b/dokumentation/evolution1d/adv-lamb_75.gnuplot.log new file mode 100644 index 0000000..d781528 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_75.gnuplot.log @@ -0,0 +1,272 @@ + + + Iteration 0 + WSSR : 3.43364e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707341 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 105495 delta(WSSR)/WSSR : -31.5479 + delta(WSSR) : -3.32814e+06 limit for stopping : 1e-05 + lambda : 0.0707341 + +resultant parameter values + +a = 5.32798 +b = 182.415 +/ + + Iteration 2 + WSSR : 105402 delta(WSSR)/WSSR : -0.000885427 + delta(WSSR) : -93.3255 limit for stopping : 1e-05 + lambda : 0.00707341 + +resultant parameter values + +a = -27.5466 +b = 184.168 +/ + + Iteration 3 + WSSR : 105161 delta(WSSR)/WSSR : -0.00228785 + delta(WSSR) : -240.593 limit for stopping : 1e-05 + lambda : 0.000707341 + +resultant parameter values + +a = -1123.3 +b = 212.337 +/ + + Iteration 4 + WSSR : 105131 delta(WSSR)/WSSR : -0.000285564 + delta(WSSR) : -30.0216 limit for stopping : 1e-05 + lambda : 7.07341e-05 + +resultant parameter values + +a = -1667.84 +b = 226.336 +/ + + Iteration 5 + WSSR : 105131 delta(WSSR)/WSSR : -7.05227e-09 + delta(WSSR) : -0.000741413 limit for stopping : 1e-05 + lambda : 7.07341e-06 + +resultant parameter values + +a = -1670.56 +b = 226.406 + +After 5 iterations the fit converged. +final sum of squares of residuals : 105131 +rel. change during last iteration : -7.05227e-09 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.7531 +variance of residuals (reduced chisquare) = WSSR/ndf : 1072.77 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1670.56 +/- 3271 (195.8%) +b = 226.406 +/- 84.16 (37.17%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.999 1.000 + + + Iteration 0 + WSSR : 3.39983e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.977523 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 105299 delta(WSSR)/WSSR : -31.2874 + delta(WSSR) : -3.29453e+06 limit for stopping : 1e-05 + lambda : 0.0977523 + +resultant parameter values + +aa = 91.7683 +bb = 94.968 +/ + + Iteration 2 + WSSR : 105106 delta(WSSR)/WSSR : -0.00183411 + delta(WSSR) : -192.776 limit for stopping : 1e-05 + lambda : 0.00977523 + +resultant parameter values + +aa = 147.062 +bb = 43.0927 +/ + + Iteration 3 + WSSR : 103096 delta(WSSR)/WSSR : -0.0194963 + delta(WSSR) : -2010 limit for stopping : 1e-05 + lambda : 0.000977523 + +resultant parameter values + +aa = 1709.12 +bb = -1447.92 +/ + + Iteration 4 + WSSR : 102919 delta(WSSR)/WSSR : -0.00172426 + delta(WSSR) : -177.459 limit for stopping : 1e-05 + lambda : 9.77523e-05 + +resultant parameter values + +aa = 2328.77 +bb = -2039.38 +/ + + Iteration 5 + WSSR : 102919 delta(WSSR)/WSSR : -2.71334e-08 + delta(WSSR) : -0.00279254 limit for stopping : 1e-05 + lambda : 9.77523e-06 + +resultant parameter values + +aa = 2331.24 +bb = -2041.74 + +After 5 iterations the fit converged. +final sum of squares of residuals : 102919 +rel. change during last iteration : -2.71334e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 32.4067 +variance of residuals (reduced chisquare) = WSSR/ndf : 1050.19 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 2331.24 +/- 1513 (64.92%) +bb = -2041.74 +/- 1445 (70.75%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 4.12574e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.977523 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 9898.65 delta(WSSR)/WSSR : -415.798 + delta(WSSR) : -4.11584e+06 limit for stopping : 1e-05 + lambda : 0.0977523 + +resultant parameter values + +aaa = 100.665 +bbb = 107.737 +/ + + Iteration 2 + WSSR : 9323.05 delta(WSSR)/WSSR : -0.0617396 + delta(WSSR) : -575.602 limit for stopping : 1e-05 + lambda : 0.00977523 + +resultant parameter values + +aaa = -12.0112 +bbb = 216.297 +/ + + Iteration 3 + WSSR : 762.427 delta(WSSR)/WSSR : -11.2281 + delta(WSSR) : -8560.62 limit for stopping : 1e-05 + lambda : 0.000977523 + +resultant parameter values + +aaa = -3235.7 +bbb = 3293.36 +/ + + Iteration 4 + WSSR : 6.62307 delta(WSSR)/WSSR : -114.117 + delta(WSSR) : -755.804 limit for stopping : 1e-05 + lambda : 9.77523e-05 + +resultant parameter values + +aaa = -4514.49 +bbb = 4513.99 +/ + + Iteration 5 + WSSR : 6.61117 delta(WSSR)/WSSR : -0.001799 + delta(WSSR) : -0.0118935 limit for stopping : 1e-05 + lambda : 9.77523e-06 + +resultant parameter values + +aaa = -4519.58 +bbb = 4518.85 +/ + + Iteration 6 + WSSR : 6.61117 delta(WSSR)/WSSR : -3.28097e-12 + delta(WSSR) : -2.16911e-11 limit for stopping : 1e-05 + lambda : 9.77523e-07 + +resultant parameter values + +aaa = -4519.58 +bbb = 4518.85 + +After 6 iterations the fit converged. +final sum of squares of residuals : 6.61117 +rel. change during last iteration : -3.28097e-12 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 0.259732 +variance of residuals (reduced chisquare) = WSSR/ndf : 0.067461 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -4519.58 +/- 12.13 (0.2684%) +bbb = 4518.85 +/- 11.58 (0.2562%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution1d/adv-lamb_75.gnuplot.script b/dokumentation/evolution1d/adv-lamb_75.gnuplot.script new file mode 100644 index 0000000..52889f4 --- /dev/null +++ b/dokumentation/evolution1d/adv-lamb_75.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "adv-lamb_75.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "adv-lamb_75_regularity-vs-steps.png" +plot "adv-lamb_75.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "adv-lamb_75.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "adv-lamb_75_improvement-vs-steps.png" +plot "adv-lamb_75.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "adv-lamb_75.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "adv-lamb_75_improvement-vs-evo-error.png" +plot "adv-lamb_75.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/adv-lamb_75_improvement-vs-evo-error.png b/dokumentation/evolution1d/adv-lamb_75_improvement-vs-evo-error.png new file mode 100644 index 0000000..769daac Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_75_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/adv-lamb_75_improvement-vs-steps.png b/dokumentation/evolution1d/adv-lamb_75_improvement-vs-steps.png new file mode 100644 index 0000000..0a4d392 Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_75_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/adv-lamb_75_regularity-vs-steps.png b/dokumentation/evolution1d/adv-lamb_75_regularity-vs-steps.png new file mode 100644 index 0000000..23bfc4c Binary files /dev/null and b/dokumentation/evolution1d/adv-lamb_75_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/combine.sh b/dokumentation/evolution1d/combine.sh index 7f29d8b..9576e0b 100755 --- a/dokumentation/evolution1d/combine.sh +++ b/dokumentation/evolution1d/combine.sh @@ -10,51 +10,47 @@ set datafile separator "," f(x)=a*x+b fit f(x) "$data" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "${png}_regularity-vs-steps.png" plot \ - "$2" every ::1 using 2:5 title "$2", \ - "$3" every ::1 using 2:5 title "$3", \ - "$4" every ::1 using 2:5 title "$4", \ - "$5" every ::1 using 2:5 title "$5", \ - "$6" every ::1 using 2:5 title "$6", \ + "$2" every ::1 using 2:5 title "$3", \ + "$4" every ::1 using 2:5 title "$5", \ + "$6" every ::1 using 2:5 title "$7", \ + "$8" every ::1 using 2:5 title "$9", \ f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "$data" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iteration' set output "${png}_improvement-vs-steps.png" plot \ - "$2" every ::1 using 4:5 title "$2", \ - "$3" every ::1 using 4:5 title "$3", \ - "$4" every ::1 using 4:5 title "$4", \ - "$5" every ::1 using 4:5 title "$5", \ - "$6" every ::1 using 4:5 title "$6", \ + "$2" every ::1 using 4:5 title "$3", \ + "$4" every ::1 using 4:5 title "$5", \ + "$6" every ::1 using 4:5 title "$7", \ + "$8" every ::1 using 4:5 title "$9", \ g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "$data" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "${png}_improvement-vs-evo-error.png" plot \ - "$2" every ::1 using 4:6 title "$2", \ - "$3" every ::1 using 4:6 title "$3", \ - "$4" every ::1 using 4:6 title "$4", \ - "$5" every ::1 using 4:6 title "$5", \ - "$6" every ::1 using 4:6 title "$6", \ + "$2" every ::1 using 4:6 title "$3", \ + "$4" every ::1 using 4:6 title "$5", \ + "$6" every ::1 using 4:6 title "$7", \ + "$8" every ::1 using 4:6 title "$9", \ h(x) title "lin. fit" lc rgb "black" i(x)=aaaa*x+bbbb fit i(x) "$data" every ::1 using 3:6 via aaaa,bbbb -set xlabel 'variability' -set ylabel 'evolution error' +set xlabel 'Variability' +set ylabel 'Fitting error' set output "${png}_variability-vs-evo-error.png" plot \ - "$2" every ::1 using 3:6 title "$2", \ - "$3" every ::1 using 3:6 title "$3", \ - "$4" every ::1 using 3:6 title "$4", \ - "$5" every ::1 using 3:6 title "$5", \ - "$6" every ::1 using 3:6 title "$6", \ + "$2" every ::1 using 3:6 title "$3", \ + "$4" every ::1 using 3:6 title "$5", \ + "$6" every ::1 using 3:6 title "$7", \ + "$8" every ::1 using 3:6 title "$9", \ i(x) title "lin. fit" lc rgb "black" EOD ) > "${png}.gnuplot.script" diff --git a/dokumentation/evolution1d/combine2.sh b/dokumentation/evolution1d/combine2.sh new file mode 100755 index 0000000..6f0650c --- /dev/null +++ b/dokumentation/evolution1d/combine2.sh @@ -0,0 +1,51 @@ +#!/bin/bash + +if [[ $# -eq 0 ]]; then + echo "usage: $0 " +else + data="$1"; + png="`echo $1 | sed -s "s/\.csv$//"`" # strip ending + (cat < "${png}.gnuplot.script" + gnuplot "${png}.gnuplot.script" 2> "${png}.gnuplot.log" + mv fit.log "${png}.gnuplot.fit.log" +fi diff --git a/dokumentation/evolution1d/combine3.sh b/dokumentation/evolution1d/combine3.sh new file mode 100755 index 0000000..f410be1 --- /dev/null +++ b/dokumentation/evolution1d/combine3.sh @@ -0,0 +1,55 @@ +#!/bin/bash + +if [[ $# -eq 0 ]]; then + echo "usage: $0 " +else + data="$1"; + png="`echo $1 | sed -s "s/\.csv$//"`" # strip ending + (cat < "${png}.gnuplot.script" + gnuplot "${png}.gnuplot.script" 2> "${png}.gnuplot.log" + mv fit.log "${png}.gnuplot.fit.log" +fi diff --git a/dokumentation/evolution1d/errors.csv b/dokumentation/evolution1d/errors.csv new file mode 100644 index 0000000..41400f0 --- /dev/null +++ b/dokumentation/evolution1d/errors.csv @@ -0,0 +1,101 @@ +"5x5","7x4","4x7","7x7","10x10" +218.554,280.917,211.096,126.241,15.0742 +215.888,315.729,233.828,110.962,19.0281 +274.375,264.639,205.276,125.853,11.8948 +236.199,275.922,261.016,140.195,18.0701 +220.524,323.159,205.753,126.647,20.3853 +196.458,300.933,244.494,154.539,16.101 +255.181,264.541,236.857,107.206,16.9929 +215.837,264.875,243.624,128.558,13.8083 +229.777,286.999,227.071,136.77,31.8503 +197.728,314.771,228.254,145.941,20.2287 +222.315,254.996,219.293,171.996,26.601 +204.324,270.99,235.159,118.437,25.9728 +187.221,336.401,240.691,143.556,27.952 +289.253,249.761,232.853,120.873,30.9166 +209.38,310.473,243.665,105.887,37.7335 +201.838,282.476,242.766,154.67,21.1088 +234.713,301.45,243.618,154.182,23.3533 +194.356,304.67,238.051,116.314,14.7229 +207.713,300.451,224.685,113.496,30.4122 +221.794,315.122,206.919,159.92,20.1003 +231.891,302.947,266.62,158.727,29.603 +252.009,262.796,229.771,108.387,14.7313 +217.426,272.873,241.243,148.334,21.6474 +221.445,291.472,228.75,112.767,31.1977 +257.465,280.073,246.415,139.428,17.9073 +256.592,274.973,245.936,124.479,16.4491 +234.339,277.642,234.603,106.309,15.6155 +229.724,266.096,230.971,139.721,18.1249 +207.016,300.458,246.319,133.951,28.6527 +196.505,281.797,235.173,135.062,14.5189 +202.122,287.84,250.199,133.884,28.4225 +212.556,270.181,240.854,120.051,19.084 +197.783,304.713,233.456,101.318,27.5589 +240.317,301.015,216.659,135.279,27.6698 +240.693,250.936,240.033,110.051,23.8114 +258.116,327.876,244.108,136.437,14.9353 +221.524,267.093,216.874,134.697,30.5353 +216.335,266.032,242.058,113.78,17.4914 +214.214,293.5,221.484,122.484,25.621 +204.095,274.145,222.485,114.487,28.5755 +234.645,302.284,239.78,127.55,35.9108 +227.992,296.447,232.709,125.629,26.8903 +237.221,290.496,230.785,162.041,11.5852 +205.039,326.409,229.968,156.364,22.5038 +228.952,252.376,235.149,113.788,27.8448 +219.368,285.256,233.462,138.26,27.9976 +218.239,261.023,241.027,109.996,15.7772 +226.308,273.732,229.139,164.442,27.9869 +220.379,287.211,210.309,105.711,13.479 +205.943,246.715,222.927,156.553,15.2337 +219.746,317.892,236.762,116.304,23.3786 +216.152,265.825,244.312,113.339,29.2883 +225.258,259.862,225.283,118.637,15.6505 +214.278,273.217,228.831,164.957,33.2044 +191.56,269.759,234.735,97.1774,17.4096 +193.72,314.394,222.154,137.814,14.4648 +257.562,314.765,215.144,158.652,18.6431 +216.097,284.627,247.533,128.639,25.5686 +231.642,262.319,242.563,144.853,28.5265 +258.616,269.132,231.706,136.728,17.9579 +214.487,259.973,245.743,100.103,12.7723 +214.517,296.171,233.422,129.972,14.164 +217.707,264.153,221.213,134.171,40.785 +231.438,307.381,223.48,102.086,21.3255 +246.342,248.894,234.243,137.823,13.8092 +243.702,312.436,246.759,120.165,20.4791 +252.271,273.599,225.232,121.511,24.5176 +234.365,286.954,233.179,110.067,24.1726 +197.813,313.315,256.94,112.614,17.4869 +236.785,290.546,237.977,105.271,25.0945 +199.476,317.095,238.547,140.821,27.7059 +190.418,289.397,254.967,124.285,26.4754 +183.54,293.925,223.3,158.103,21.1716 +251.338,273.573,243.823,140.515,32.5459 +226.87,248.052,240.056,101.64,16.2751 +209.377,282.84,220.234,129.887,33.2403 +224.776,286.257,242.633,167.194,33.8464 +231.062,284.314,244.981,110.881,16.8093 +223.872,321.302,244.803,146.669,23.1384 +243.782,260.894,241.898,118.035,17.8291 +237.917,278.436,222.32,150.583,24.2039 +251.363,274.697,232.013,143.211,23.2424 +198.154,269.428,228.661,114.785,18.7146 +234.026,287.274,241.097,146.421,27.4515 +228.503,281.924,225.772,130.875,30.3024 +230.184,263.843,243.746,107.373,19.1617 +241.123,298.757,209.245,152.164,20.4544 +264.597,275.521,235.881,129.282,34.8182 +198.256,269.146,241.881,98.1416,24.2079 +200.756,273.475,231.035,129.997,17.546 +200.251,273.666,220.946,117,19.9468 +250.132,298.125,212.015,111.092,24.0261 +197.721,305.642,234.886,114.087,16.2007 +231.451,297.086,234.38,107.558,15.4723 +238.912,317.845,250.999,144.45,21.1418 +204.402,274.586,229.239,118.484,15.6044 +203.589,332.413,222.041,109.701,23.9062 +203.051,301.147,208.038,126.593,15.4203 +281.253,354.08,217.716,168.971,32.8987 +269.672,266.461,220.769,143.838,40.8623 diff --git a/dokumentation/evolution1d/errors.gnuplot.fit.log b/dokumentation/evolution1d/errors.gnuplot.fit.log new file mode 100644 index 0000000..6052d16 --- /dev/null +++ b/dokumentation/evolution1d/errors.gnuplot.fit.log @@ -0,0 +1,102 @@ + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "errors.csv" every ::1 using 2:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 7.05244e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 203.071 + +initial set of free parameter values + +a = 1 +b = 1 + +After 6 iterations the fit converged. +final sum of squares of residuals : 4615.53 +rel. change during last iteration : -3.96547e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.86275 +variance of residuals (reduced chisquare) = WSSR/ndf : 47.0973 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 0.0257814 +/- 0.03085 (119.6%) +b = 15.3481 +/- 8.858 (57.72%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.997 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "errors.csv" every ::1 using 4:5 + format = x:z + #datapoints = 100 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.19512e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 92.4954 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 4462.22 +rel. change during last iteration : -9.93651e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.7478 +variance of residuals (reduced chisquare) = WSSR/ndf : 45.5328 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 0.0728779 +/- 0.03604 (49.45%) +bb = 13.2953 +/- 4.714 (35.45%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.990 1.000 + + +******************************************************************************* +Tue Oct 24 02:24:05 2017 + + +FIT: data read from "errors.csv" every ::1 using 4:6 + format = x:z +BREAK: No data to fit + diff --git a/dokumentation/evolution1d/errors.gnuplot.log b/dokumentation/evolution1d/errors.gnuplot.log new file mode 100644 index 0000000..ef5af1e --- /dev/null +++ b/dokumentation/evolution1d/errors.gnuplot.log @@ -0,0 +1,188 @@ + + + Iteration 0 + WSSR : 7.05244e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 203.071 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 4913.59 delta(WSSR)/WSSR : -1434.29 + delta(WSSR) : -7.04753e+06 limit for stopping : 1e-05 + lambda : 20.3071 + +resultant parameter values + +a = 0.0802021 +b = 0.997016 +/ + + Iteration 2 + WSSR : 4738.79 delta(WSSR)/WSSR : -0.0368877 + delta(WSSR) : -174.803 limit for stopping : 1e-05 + lambda : 2.03071 + +resultant parameter values + +a = 0.0755309 +b = 1.01786 +/ + + Iteration 3 + WSSR : 4709.46 delta(WSSR)/WSSR : -0.00622767 + delta(WSSR) : -29.3289 limit for stopping : 1e-05 + lambda : 0.203071 + +resultant parameter values + +a = 0.06921 +b = 2.83852 +/ + + Iteration 4 + WSSR : 4615.92 delta(WSSR)/WSSR : -0.0202636 + delta(WSSR) : -93.5353 limit for stopping : 1e-05 + lambda : 0.0203071 + +resultant parameter values + +a = 0.0285735 +b = 14.5439 +/ + + Iteration 5 + WSSR : 4615.53 delta(WSSR)/WSSR : -8.41131e-05 + delta(WSSR) : -0.388227 limit for stopping : 1e-05 + lambda : 0.00203071 + +resultant parameter values + +a = 0.0257833 +b = 15.3476 +/ + + Iteration 6 + WSSR : 4615.53 delta(WSSR)/WSSR : -3.96547e-11 + delta(WSSR) : -1.83028e-07 limit for stopping : 1e-05 + lambda : 0.000203071 + +resultant parameter values + +a = 0.0257814 +b = 15.3481 + +After 6 iterations the fit converged. +final sum of squares of residuals : 4615.53 +rel. change during last iteration : -3.96547e-11 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.86275 +variance of residuals (reduced chisquare) = WSSR/ndf : 47.0973 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 0.0257814 +/- 0.03085 (119.6%) +b = 15.3481 +/- 8.858 (57.72%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.997 1.000 + + + Iteration 0 + WSSR : 1.19512e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 92.4954 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 4801.64 delta(WSSR)/WSSR : -247.898 + delta(WSSR) : -1.19032e+06 limit for stopping : 1e-05 + lambda : 9.24954 + +resultant parameter values + +aa = 0.170082 +bb = 0.996666 +/ + + Iteration 2 + WSSR : 4757.84 delta(WSSR)/WSSR : -0.00920458 + delta(WSSR) : -43.7939 limit for stopping : 1e-05 + lambda : 0.924954 + +resultant parameter values + +aa = 0.163757 +bb = 1.28431 +/ + + Iteration 3 + WSSR : 4487.86 delta(WSSR)/WSSR : -0.0601576 + delta(WSSR) : -269.979 limit for stopping : 1e-05 + lambda : 0.0924954 + +resultant parameter values + +aa = 0.0996456 +bb = 9.75754 +/ + + Iteration 4 + WSSR : 4462.22 delta(WSSR)/WSSR : -0.00574758 + delta(WSSR) : -25.647 limit for stopping : 1e-05 + lambda : 0.00924954 + +resultant parameter values + +aa = 0.0729892 +bb = 13.2806 +/ + + Iteration 5 + WSSR : 4462.22 delta(WSSR)/WSSR : -9.93651e-08 + delta(WSSR) : -0.000443389 limit for stopping : 1e-05 + lambda : 0.000924954 + +resultant parameter values + +aa = 0.0728779 +bb = 13.2953 + +After 5 iterations the fit converged. +final sum of squares of residuals : 4462.22 +rel. change during last iteration : -9.93651e-08 + +degrees of freedom (FIT_NDF) : 98 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.7478 +variance of residuals (reduced chisquare) = WSSR/ndf : 45.5328 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 0.0728779 +/- 0.03604 (49.45%) +bb = 13.2953 +/- 4.714 (35.45%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.990 1.000 + No data to fit +"errors.gnuplot.script", line 16: + diff --git a/dokumentation/evolution1d/errors.gnuplot.script b/dokumentation/evolution1d/errors.gnuplot.script new file mode 100644 index 0000000..91e9a50 --- /dev/null +++ b/dokumentation/evolution1d/errors.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "errors.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "errors_regularity-vs-steps.png" +plot "errors.csv" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "errors.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iterations' +set output "errors_improvement-vs-steps.png" +plot "errors.csv" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "errors.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "errors_improvement-vs-evo-error.png" +plot "errors.csv" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/errors_improvement-vs-steps.png b/dokumentation/evolution1d/errors_improvement-vs-steps.png new file mode 100644 index 0000000..0cca197 Binary files /dev/null and b/dokumentation/evolution1d/errors_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/errors_regularity-vs-steps.png b/dokumentation/evolution1d/errors_regularity-vs-steps.png new file mode 100644 index 0000000..adacc72 Binary files /dev/null and b/dokumentation/evolution1d/errors_regularity-vs-steps.png differ diff --git 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+185.884,0.026278,0.00111111,0.938303,211,195.018,0.025583 +184.878,0.0253248,0.00111111,0.93826,239,193.907,0.0281573 +181.157,0.0254367,0.00111111,0.939503,227,190.152,0.0213958 +174.989,0.0266925,0.00111111,0.941562,178,183.368,0.020574 +183.553,0.0259315,0.00111111,0.938702,229,192.687,0.0173681 +188.762,0.0268868,0.00111111,0.936963,228,198.059,0.0220334 diff --git a/dokumentation/evolution1d/gradient.gnuplot.fit.log b/dokumentation/evolution1d/gradient.gnuplot.fit.log new file mode 100644 index 0000000..6b83c53 --- /dev/null +++ b/dokumentation/evolution1d/gradient.gnuplot.fit.log @@ -0,0 +1,184 @@ + + +******************************************************************************* +Tue Oct 24 02:36:17 2017 + + +FIT: data read from "gradient.csv" every ::1 using 2:5 + format = x:z + #datapoints = 305 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.35967e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707243 + +initial set of free parameter values + +a = 1 +b = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 773379 +rel. change during last iteration : -8.7995e-07 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.5213 +variance of residuals (reduced chisquare) = WSSR/ndf : 2552.4 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -3455.11 +/- 597.4 (17.29%) +b = 271.216 +/- 11.74 (4.33%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.969 1.000 + + +******************************************************************************* +Tue Oct 24 02:36:17 2017 + + +FIT: data read from "gradient.csv" every ::1 using 4:5 + format = x:z + #datapoints = 305 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.3481e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.974091 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 799152 +rel. change during last iteration : -9.18053e-10 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 51.3562 +variance of residuals (reduced chisquare) = WSSR/ndf : 2637.46 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 647.632 +/- 136.2 (21.03%) +bb = -408.074 +/- 129.1 (31.63%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:36:17 2017 + + +FIT: data read from "gradient.csv" every ::1 using 4:6 + format = x:z + #datapoints = 305 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.4212e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.974091 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 146702 +rel. change during last iteration : -2.79543e-10 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 22.0038 +variance of residuals (reduced chisquare) = WSSR/ndf : 484.166 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -20.6354 +/- 58.36 (282.8%) +bbb = 236.239 +/- 55.3 (23.41%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 + + +******************************************************************************* +Tue Oct 24 02:36:17 2017 + + +FIT: data read from "gradient.csv" every ::1 using 3:6 + format = x:z + #datapoints = 305 + residuals are weighted equally (unit weight) + +function used for fitting: i(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 1.43362e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707107 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 + +After 3 iterations the fit converged. +final sum of squares of residuals : 146763 +rel. change during last iteration : -6.86135e-14 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 22.0083 +variance of residuals (reduced chisquare) = WSSR/ndf : 484.366 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = 1.23966 +/- 4.167e+17 (3.362e+19%) +bbbb = 216.691 +/- 4.63e+14 (2.137e+14%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -1.000 1.000 diff --git a/dokumentation/evolution1d/gradient.gnuplot.log b/dokumentation/evolution1d/gradient.gnuplot.log new file mode 100644 index 0000000..7221495 --- /dev/null +++ b/dokumentation/evolution1d/gradient.gnuplot.log @@ -0,0 +1,294 @@ + + + Iteration 0 + WSSR : 1.35967e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707243 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 856647 delta(WSSR)/WSSR : -14.872 + delta(WSSR) : -1.274e+07 limit for stopping : 1e-05 + lambda : 0.0707243 + +resultant parameter values + +a = -43.8773 +b = 205.88 +/ + + Iteration 2 + WSSR : 787480 delta(WSSR)/WSSR : -0.0878333 + delta(WSSR) : -69167 limit for stopping : 1e-05 + lambda : 0.00707243 + +resultant parameter values + +a = -2051.02 +b = 244.461 +/ + + Iteration 3 + WSSR : 773379 delta(WSSR)/WSSR : -0.018233 + delta(WSSR) : -14101 limit for stopping : 1e-05 + lambda : 0.000707243 + +resultant parameter values + +a = -3445.36 +b = 271.03 +/ + + Iteration 4 + WSSR : 773379 delta(WSSR)/WSSR : -8.7995e-07 + delta(WSSR) : -0.680534 limit for stopping : 1e-05 + lambda : 7.07243e-05 + +resultant parameter values + +a = -3455.11 +b = 271.216 + +After 4 iterations the fit converged. +final sum of squares of residuals : 773379 +rel. change during last iteration : -8.7995e-07 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 50.5213 +variance of residuals (reduced chisquare) = WSSR/ndf : 2552.4 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -3455.11 +/- 597.4 (17.29%) +b = 271.216 +/- 11.74 (4.33%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.969 1.000 + + + Iteration 0 + WSSR : 1.3481e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.974091 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 835454 delta(WSSR)/WSSR : -15.1362 + delta(WSSR) : -1.26456e+07 limit for stopping : 1e-05 + lambda : 0.0974091 + +resultant parameter values + +aa = 142.354 +bb = 70.3226 +/ + + Iteration 2 + WSSR : 799610 delta(WSSR)/WSSR : -0.044827 + delta(WSSR) : -35844.1 limit for stopping : 1e-05 + lambda : 0.00974091 + +resultant parameter values + +aa = 590.844 +bb = -354.27 +/ + + Iteration 3 + WSSR : 799152 delta(WSSR)/WSSR : -0.000573639 + delta(WSSR) : -458.425 limit for stopping : 1e-05 + lambda : 0.000974091 + +resultant parameter values + +aa = 647.56 +bb = -408.006 +/ + + Iteration 4 + WSSR : 799152 delta(WSSR)/WSSR : -9.18053e-10 + delta(WSSR) : -0.000733664 limit for stopping : 1e-05 + lambda : 9.74091e-05 + +resultant parameter values + +aa = 647.632 +bb = -408.074 + +After 4 iterations the fit converged. +final sum of squares of residuals : 799152 +rel. change during last iteration : -9.18053e-10 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 51.3562 +variance of residuals (reduced chisquare) = WSSR/ndf : 2637.46 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 647.632 +/- 136.2 (21.03%) +bb = -408.074 +/- 129.1 (31.63%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 1.4212e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.974091 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 148767 delta(WSSR)/WSSR : -94.5315 + delta(WSSR) : -1.40632e+07 limit for stopping : 1e-05 + lambda : 0.0974091 + +resultant parameter values + +aaa = 98.6103 +bbb = 122.906 +/ + + Iteration 2 + WSSR : 146728 delta(WSSR)/WSSR : -0.013899 + delta(WSSR) : -2039.37 limit for stopping : 1e-05 + lambda : 0.00974091 + +resultant parameter values + +aaa = -7.20931 +bbb = 223.518 +/ + + Iteration 3 + WSSR : 146702 delta(WSSR)/WSSR : -0.000174671 + delta(WSSR) : -25.6246 limit for stopping : 1e-05 + lambda : 0.000974091 + +resultant parameter values + +aaa = -20.6184 +bbb = 236.223 +/ + + Iteration 4 + WSSR : 146702 delta(WSSR)/WSSR : -2.79543e-10 + delta(WSSR) : -4.10096e-05 limit for stopping : 1e-05 + lambda : 9.74091e-05 + +resultant parameter values + +aaa = -20.6354 +bbb = 236.239 + +After 4 iterations the fit converged. +final sum of squares of residuals : 146702 +rel. change during last iteration : -2.79543e-10 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 22.0038 +variance of residuals (reduced chisquare) = WSSR/ndf : 484.166 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -20.6354 +/- 58.36 (282.8%) +bbb = 236.239 +/- 55.3 (23.41%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 + + + Iteration 0 + WSSR : 1.43362e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707107 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 +/ + + Iteration 1 + WSSR : 146801 delta(WSSR)/WSSR : -96.6572 + delta(WSSR) : -1.41894e+07 limit for stopping : 1e-05 + lambda : 0.0707107 + +resultant parameter values + +aaaa = 1.23926 +bbbb = 216.338 +/ + + Iteration 2 + WSSR : 146763 delta(WSSR)/WSSR : -0.00025898 + delta(WSSR) : -38.0086 limit for stopping : 1e-05 + lambda : 0.00707107 + +resultant parameter values + +aaaa = 1.23966 +bbbb = 216.691 +/ + + Iteration 3 + WSSR : 146763 delta(WSSR)/WSSR : -6.86135e-14 + delta(WSSR) : -1.00699e-08 limit for stopping : 1e-05 + lambda : 0.000707107 + +resultant parameter values + +aaaa = 1.23966 +bbbb = 216.691 + +After 3 iterations the fit converged. +final sum of squares of residuals : 146763 +rel. change during last iteration : -6.86135e-14 + +degrees of freedom (FIT_NDF) : 303 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 22.0083 +variance of residuals (reduced chisquare) = WSSR/ndf : 484.366 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = 1.23966 +/- 4.167e+17 (3.362e+19%) +bbbb = 216.691 +/- 4.63e+14 (2.137e+14%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -1.000 1.000 +Warning: empty x range [0.00111111:0.00111111], adjusting to [0.0011:0.00112222] diff --git a/dokumentation/evolution1d/gradient.gnuplot.script b/dokumentation/evolution1d/gradient.gnuplot.script new file mode 100644 index 0000000..4216cda --- /dev/null +++ b/dokumentation/evolution1d/gradient.gnuplot.script @@ -0,0 +1,26 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "gradient.csv" every ::1 using 2:5 via a,b +set terminal png +set xlabel 'Regularity' +set ylabel 'Iterations' +set output "gradient_regularity-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 2:5 title "\lambda = 1", "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 2:5 title "\lambda = 0.5", "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 2:5 title "\lambda = -1", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "gradient.csv" every ::1 using 4:5 via aa,bb +set xlabel 'Improvement potential' +set ylabel 'Iteration' +set output "gradient_improvement-vs-steps.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:5 title "\lambda = 1", "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:5 title "\lambda = 0.5", "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:5 title "\lambda = -1", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "gradient.csv" every ::1 using 4:6 via aaa,bbb +set xlabel 'Improvement potential' +set ylabel 'Fitting error' +set output "gradient_improvement-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 4:6 title "\lambda = 1", "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 4:6 title "\lambda = 0.5", "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 4:6 title "\lambda = -1", h(x) title "lin. fit" lc rgb "black" +i(x)=aaaa*x+bbbb +fit i(x) "gradient.csv" every ::1 using 3:6 via aaaa,bbbb +set xlabel 'Variability' +set ylabel 'Fitting error' +set output "gradient_variability-vs-evo-error.png" +plot "20171020-evolution1D_5x5_100Times_2.csv" every ::1 using 3:6 title "\lambda = 1", "20171020-evolution1D_5x5_100Times-addedOne.csv" every ::1 using 3:6 title "\lambda = 0.5", "20171023-evolution1D_5x5_wrong_100Times.csv" every ::1 using 3:6 title "\lambda = -1", i(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution1d/gradient_improvement-vs-evo-error.png b/dokumentation/evolution1d/gradient_improvement-vs-evo-error.png new file mode 100644 index 0000000..c8a5cf2 Binary files /dev/null and b/dokumentation/evolution1d/gradient_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/gradient_improvement-vs-steps.png b/dokumentation/evolution1d/gradient_improvement-vs-steps.png new file mode 100644 index 0000000..d3ae60c Binary files /dev/null and b/dokumentation/evolution1d/gradient_improvement-vs-steps.png differ diff --git a/dokumentation/evolution1d/gradient_regularity-vs-steps.png b/dokumentation/evolution1d/gradient_regularity-vs-steps.png new file mode 100644 index 0000000..a6cba80 Binary files /dev/null and b/dokumentation/evolution1d/gradient_regularity-vs-steps.png differ diff --git a/dokumentation/evolution1d/gradient_variability-vs-evo-error.png b/dokumentation/evolution1d/gradient_variability-vs-evo-error.png new file mode 100644 index 0000000..6ed3074 Binary files /dev/null and b/dokumentation/evolution1d/gradient_variability-vs-evo-error.png differ diff --git a/dokumentation/evolution1d/images.sh b/dokumentation/evolution1d/images.sh index c042e3a..bb2bc5a 100755 --- a/dokumentation/evolution1d/images.sh +++ b/dokumentation/evolution1d/images.sh @@ -10,20 +10,20 @@ set datafile separator "," f(x)=a*x+b fit f(x) "$data" every ::1 using 2:5 via a,b set terminal png -set xlabel 'regularity' -set ylabel 'steps' +set xlabel 'Regularity' +set ylabel 'Iterations' set output "${png}_regularity-vs-steps.png" plot "$data" every ::1 using 2:5 title "data", f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "$data" every ::1 using 4:5 via aa,bb -set xlabel 'improvement potential' -set ylabel 'steps' +set xlabel 'Improvement potential' +set ylabel 'Iterations' set output "${png}_improvement-vs-steps.png" plot "$data" every ::1 using 4:5 title "data", g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "$data" every ::1 using 4:6 via aaa,bbb -set xlabel 'improvement potential' -set ylabel 'evolution error' +set xlabel 'Improvement potential' +set ylabel 'Fitting error' set output "${png}_improvement-vs-evo-error.png" plot "$data" every ::1 using 4:6 title "data", h(x) title "lin. fit" lc rgb "black" EOD diff --git a/dokumentation/evolution1d/post_lmb.sh b/dokumentation/evolution1d/post_lmb.sh new file mode 100755 index 0000000..cf7402d --- /dev/null +++ b/dokumentation/evolution1d/post_lmb.sh @@ -0,0 +1,26 @@ +#!/bin/bash +echo "\"Least squares\",regularity,variability,improvement,improvement.5,improvement.75,improvement.25,steps,\"Evolution error\",sigma" +cat "$1" | grep "EVOL" \ + | sed -s "s/info: EVOL: //" \ + | grep -v "Evolvability" \ + | grep -v "current error is" \ + | sed -s "s/fitting done.. Error: //" \ + | sed -s "s/Evolution step \(.*\): \(.*\)\t\(.*\)/\1\n\2\n\3/" \ + | sed -s "s/regularity: //" \ + | sed -s "s/variability: //" \ + | sed -s "s/improvement: //" \ + | sed -s "s/improvement l.5: //" \ + | sed -s "s/improvement l.75: //" \ + | sed -s "s/improvement l.25: //" \ + | while read -r ONE; do + read -r TWO + read -r THREE + read -r FOUR + read -r FIVE + read -r SIX + read -r SEVEN + read -r EIGHT + read -r NINE + read -r TEN + echo "$ONE,$TWO,$THREE,$FOUR,$FIVE,$SIX,$SEVEN,$EIGHT,$NINE,$TEN" + done diff --git a/dokumentation/evolution1d/variability.gnuplot b/dokumentation/evolution1d/variability.gnuplot new file mode 100644 index 0000000..5754057 --- /dev/null +++ b/dokumentation/evolution1d/variability.gnuplot @@ -0,0 +1,21 @@ + +set datafile separator "," +set terminal png +set output 'variability_boxplot.png' + +set border 2 front lt rgb "black" linewidth 1.000 +set boxwidth 0.5 absolute +set style fill solid 0.50 border lt -1 +unset key +set pointsize 0.5 +set style data boxplot +set xtics border in scale 0,0 nomirror norotate autojustify +set xtics norangelimit +set xtics () +set ytics border in scale 1,0.5 nomirror norotate autojustify +set title "Fitting Errors of 1D Function Approximation for various grids\n" +set ylabel "Squared Error of Vertex-Difference" + +header ="`head -1 errors.csv | sed -s "s/\"//g" | sed -s "s/,/ /g"`" +set for [i=1:words(header)] xtics (word(header,i) i) +plot for [i=1:words(header)] 'errors.csv' using (i):i title columnhead lc rgb "#6E6A9C" diff --git a/dokumentation/evolution1d/variability_boxplot.png b/dokumentation/evolution1d/variability_boxplot.png new file mode 100644 index 0000000..18e31f4 Binary files /dev/null and b/dokumentation/evolution1d/variability_boxplot.png differ diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.csv b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.csv new file mode 100644 index 0000000..ae827b4 --- /dev/null +++ b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.csv @@ -0,0 +1,111 @@ +regularity,variability,improvement,"Evolution error",steps +5.1634e-05,0.019987,0.821015,56.9424.,503 +5.98077e-05,0.019987,0.806926,65.8672.,369 +5.24599e-05,0.019987,0.819404,61.6979.,506 +4.79077e-05,0.019987,0.808663,64.1851.,343 +4.62386e-05,0.019987,0.81824,55.1204.,1027 +5.29607e-05,0.019987,0.818404,63.4494.,614 +5.96103e-05,0.019987,0.819549,56.8508.,704 +6.29854e-05,0.019987,0.81534,68.7883.,496 +4.80849e-05,0.019987,0.80758,63.1337.,494 +5.37275e-05,0.019987,0.82125,71.6163.,295 +4.93684e-05,0.019987,0.818061,71.1037.,395 +5.93542e-05,0.019987,0.818596,55.0916.,872 +4.82919e-05,0.019987,0.821873,63.109.,498 +4.3605e-05,0.019987,0.812444,56.7978.,654 +5.13112e-05,0.019987,0.819994,64.0039.,517 +4.85288e-05,0.019987,0.824177,63.2723.,456 +5.31536e-05,0.019987,0.817944,57.7703.,649 +5.11693e-05,0.019987,0.816308,61.9955.,697 +5.98874e-05,0.019987,0.813035,55.9687.,595 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+5.11719e-05,0.019987,0.815262,59.2356.,499 +6.10619e-05,0.019987,0.817943,55.0987.,1004 +4.4631e-05,0.019987,0.805461,64.6963.,474 diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.fit.log b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.fit.log new file mode 100644 index 0000000..7629cc9 --- /dev/null +++ b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.fit.log @@ -0,0 +1,138 @@ + + +******************************************************************************* +Mon Oct 23 12:06:26 2017 + + +FIT: data read from "20171021-evolution3D_6x6_100Times.csv" every ::1 using 1:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.41837e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707107 + +initial set of free parameter values + +a = 1 +b = 1 + +After 3 iterations the fit converged. +final sum of squares of residuals : 2.82403e+06 +rel. change during last iteration : -2.99991e-06 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 161.705 +variance of residuals (reduced chisquare) = WSSR/ndf : 26148.4 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 295.027 +/- 2.748e+06 (9.313e+05%) +b = 534.921 +/- 147.5 (27.58%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.995 1.000 + + +******************************************************************************* +Mon Oct 23 12:06:26 2017 + + +FIT: data read from "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:5 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.40877e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.91346 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 2.78082e+06 +rel. change during last iteration : -3.34692e-12 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 160.463 +variance of residuals (reduced chisquare) = WSSR/ndf : 25748.3 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 3735.6 +/- 2883 (77.19%) +bb = -2520.03 +/- 2358 (93.57%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + +******************************************************************************* +Mon Oct 23 12:06:26 2017 + + +FIT: data read from "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:4 + format = x:z + #datapoints = 110 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 413045 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.91346 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 3575.34 +rel. change during last iteration : -2.68313e-07 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 5.7537 +variance of residuals (reduced chisquare) = WSSR/ndf : 33.105 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = 15.0528 +/- 103.4 (686.9%) +bbb = 50.5195 +/- 84.55 (167.4%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.log b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.log new file mode 100644 index 0000000..a46f7af --- /dev/null +++ b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.log @@ -0,0 +1,228 @@ + + + Iteration 0 + WSSR : 3.41837e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707107 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 2.82468e+06 delta(WSSR)/WSSR : -11.1018 + delta(WSSR) : -3.1359e+07 limit for stopping : 1e-05 + lambda : 0.0707107 + +resultant parameter values + +a = 1.05749 +b = 532.52 +/ + + Iteration 2 + WSSR : 2.82404e+06 delta(WSSR)/WSSR : -0.000227391 + delta(WSSR) : -642.162 limit for stopping : 1e-05 + lambda : 0.00707107 + +resultant parameter values + +a = 3.96842 +b = 534.936 +/ + + Iteration 3 + WSSR : 2.82403e+06 delta(WSSR)/WSSR : -2.99991e-06 + delta(WSSR) : -8.47182 limit for stopping : 1e-05 + lambda : 0.000707107 + +resultant parameter values + +a = 295.027 +b = 534.921 + +After 3 iterations the fit converged. +final sum of squares of residuals : 2.82403e+06 +rel. change during last iteration : -2.99991e-06 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 161.705 +variance of residuals (reduced chisquare) = WSSR/ndf : 26148.4 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = 295.027 +/- 2.748e+06 (9.313e+05%) +b = 534.921 +/- 147.5 (27.58%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.995 1.000 + + + Iteration 0 + WSSR : 3.40877e+07 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.91346 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 2.81866e+06 delta(WSSR)/WSSR : -11.0936 + delta(WSSR) : -3.12691e+07 limit for stopping : 1e-05 + lambda : 0.091346 + +resultant parameter values + +aa = 268.808 +bb = 312.741 +/ + + Iteration 2 + WSSR : 2.80571e+06 delta(WSSR)/WSSR : -0.00461335 + delta(WSSR) : -12943.7 limit for stopping : 1e-05 + lambda : 0.0091346 + +resultant parameter values + +aa = 900.525 +bb = -201.471 +/ + + Iteration 3 + WSSR : 2.78087e+06 delta(WSSR)/WSSR : -0.00893463 + delta(WSSR) : -24846 limit for stopping : 1e-05 + lambda : 0.00091346 + +resultant parameter values + +aa = 3613.62 +bb = -2420.26 +/ + + Iteration 4 + WSSR : 2.78082e+06 delta(WSSR)/WSSR : -1.65729e-05 + delta(WSSR) : -46.0863 limit for stopping : 1e-05 + lambda : 9.1346e-05 + +resultant parameter values + +aa = 3735.55 +bb = -2519.98 +/ + + Iteration 5 + WSSR : 2.78082e+06 delta(WSSR)/WSSR : -3.34692e-12 + delta(WSSR) : -9.30717e-06 limit for stopping : 1e-05 + lambda : 9.1346e-06 + +resultant parameter values + +aa = 3735.6 +bb = -2520.03 + +After 5 iterations the fit converged. +final sum of squares of residuals : 2.78082e+06 +rel. change during last iteration : -3.34692e-12 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 160.463 +variance of residuals (reduced chisquare) = WSSR/ndf : 25748.3 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = 3735.6 +/- 2883 (77.19%) +bb = -2520.03 +/- 2358 (93.57%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -1.000 1.000 + + + Iteration 0 + WSSR : 413045 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.91346 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 3584.5 delta(WSSR)/WSSR : -114.231 + delta(WSSR) : -409460 limit for stopping : 1e-05 + lambda : 0.091346 + +resultant parameter values + +aaa = 30.7288 +bbb = 37.4234 +/ + + Iteration 2 + WSSR : 3575.86 delta(WSSR)/WSSR : -0.00241619 + delta(WSSR) : -8.63998 limit for stopping : 1e-05 + lambda : 0.0091346 + +resultant parameter values + +aaa = 27.9873 +bbb = 39.9415 +/ + + Iteration 3 + WSSR : 3575.35 delta(WSSR)/WSSR : -0.000144652 + delta(WSSR) : -0.517182 limit for stopping : 1e-05 + lambda : 0.00091346 + +resultant parameter values + +aaa = 15.6091 +bbb = 50.0645 +/ + + Iteration 4 + WSSR : 3575.34 delta(WSSR)/WSSR : -2.68313e-07 + delta(WSSR) : -0.00095931 limit for stopping : 1e-05 + lambda : 9.1346e-05 + +resultant parameter values + +aaa = 15.0528 +bbb = 50.5195 + +After 4 iterations the fit converged. +final sum of squares of residuals : 3575.34 +rel. change during last iteration : -2.68313e-07 + +degrees of freedom (FIT_NDF) : 108 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 5.7537 +variance of residuals (reduced chisquare) = WSSR/ndf : 33.105 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = 15.0528 +/- 103.4 (686.9%) +bbb = 50.5195 +/- 84.55 (167.4%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -1.000 1.000 diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.script b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.script new file mode 100644 index 0000000..f3c5918 --- /dev/null +++ b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.gnuplot.script @@ -0,0 +1,20 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "20171021-evolution3D_6x6_100Times.csv" every ::1 using 1:5 via a,b +set terminal png +set xlabel 'regularity' +set ylabel 'steps' +set output "20171021-evolution3D_6x6_100Times_regularity-vs-steps.png" +plot "20171021-evolution3D_6x6_100Times.csv" every ::1 using 1:5 title "data", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:5 via aa,bb +set xlabel 'improvement potential' +set ylabel 'steps' +set output "20171021-evolution3D_6x6_100Times_improvement-vs-steps.png" +plot "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:5 title "data", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:4 via aaa,bbb +set xlabel 'improvement potential' +set ylabel 'evolution error' +set output "20171021-evolution3D_6x6_100Times_improvement-vs-evo-error.png" +plot "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:4 title "data", h(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.log b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.log new file mode 100644 index 0000000..abfbf68 --- /dev/null +++ b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times.log @@ -0,0 +1,2010 @@ +info: using info log level +info: Free_form_deformation_plugin loaded. +info: Modelling_plugin loaded. +info: Point_set_io_plugin loaded. +info: Scene_graph_plugin loaded. +info: Selection_plugin loaded. +info: Surface_mesh_io_plugin loaded. +GL error at "after Initialize": invalid enum + +info: GLEW errorcode: 0 +info: GLEW 1.13.0 +info: OpenGL 3.3.0 NVIDIA 384.90 (Core Profile) +info: GLSL 3.30 NVIDIA via Cg compiler +info: GeForce GTX 1080/PCIe/SSE2 +info: OpenCL 1.2 CUDA 9.0.194 +info: 10807 Vertices, 21610 Faces. +info: Loaded /home/sdressel/git/graphene/offs/source_ball_10807v_good_normed.off. +info: 12024 Vertices, 23997 Faces. +info: Loaded /home/sdressel/git/graphene/offs/target_mario_12024v_rem_normed.off. +info: setting source +info: setting target +info: initialising Grid +info: bbmin: -1.01856 -1.01771 -1.01575 +info: bbmax: 1.02125 1.02206 1.02408 +info: bbsize: 2.03981 2.03977 2.03983 +info: setting up10807Points +info: worst iteration-count:3 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15602 1.15755 1.15215 +info: bbsize: 2.27657 2.27724 2.26989 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.1634e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821015 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 56.9424. +info: EVOL: TOTAL STEPS: 503 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15631 1.15464 1.15462 +info: bbsize: 2.27686 2.27433 2.27236 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.98077e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.806926 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 65.8672. +info: EVOL: TOTAL STEPS: 369 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1543 1.14465 1.15671 +info: bbsize: 2.27485 2.26435 2.27446 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.24599e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819404 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 61.6979. +info: EVOL: TOTAL STEPS: 506 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15304 1.15433 1.14452 +info: bbsize: 2.27359 2.27402 2.26227 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.79077e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.808663 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 64.1851. +info: EVOL: TOTAL STEPS: 343 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15631 1.15712 1.15217 +info: bbsize: 2.27686 2.27681 2.26992 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.62386e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81824 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 55.1204. +info: EVOL: TOTAL STEPS: 1027 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.13613 1.14317 1.15824 +info: bbsize: 2.25668 2.26287 2.27599 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.29607e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818404 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 63.4494. +info: EVOL: TOTAL STEPS: 614 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1455 1.14267 1.14944 +info: bbsize: 2.26605 2.26237 2.26718 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.96103e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819549 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 56.8508. +info: EVOL: TOTAL STEPS: 704 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14842 1.14932 1.15639 +info: bbsize: 2.26897 2.26902 2.27413 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.29854e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81534 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 68.7883. +info: EVOL: TOTAL STEPS: 496 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15274 1.1358 1.15436 +info: bbsize: 2.27329 2.2555 2.2721 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.80849e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.80758 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 63.1337. +info: EVOL: TOTAL STEPS: 494 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15553 1.15453 1.15827 +info: bbsize: 2.27608 2.27423 2.27601 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.37275e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.82125 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 71.6163. +info: EVOL: TOTAL STEPS: 295 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14677 1.15717 1.15687 +info: bbsize: 2.26732 2.27686 2.27462 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.93684e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818061 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 71.1037. +info: EVOL: TOTAL STEPS: 395 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14541 1.14687 1.15483 +info: bbsize: 2.26596 2.26657 2.27258 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.93542e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818596 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 55.0916. +info: EVOL: TOTAL STEPS: 872 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14227 1.1507 1.15294 +info: bbsize: 2.26282 2.27039 2.27068 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.82919e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821873 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 63.109. +info: EVOL: TOTAL STEPS: 498 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15548 1.15457 1.14978 +info: bbsize: 2.27603 2.27426 2.26753 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.3605e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.812444 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 56.7978. +info: EVOL: TOTAL STEPS: 654 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14453 1.15126 1.15477 +info: bbsize: 2.26509 2.27096 2.27252 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.13112e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819994 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 64.0039. +info: EVOL: TOTAL STEPS: 517 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15266 1.14438 1.153 +info: bbsize: 2.27322 2.26408 2.27074 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.85288e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824177 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 63.2723. +info: EVOL: TOTAL STEPS: 456 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14814 1.15714 1.15586 +info: bbsize: 2.26869 2.27684 2.2736 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.31536e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.817944 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 57.7703. +info: EVOL: TOTAL STEPS: 649 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15648 1.155 1.13572 +info: bbsize: 2.27704 2.27469 2.25346 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.11693e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.816308 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.9955. +info: EVOL: TOTAL STEPS: 697 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1449 1.14441 1.14722 +info: bbsize: 2.26545 2.26411 2.26496 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.98874e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.813035 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 55.9687. +info: EVOL: TOTAL STEPS: 595 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15352 1.15726 1.15128 +info: bbsize: 2.27407 2.27695 2.26903 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.77375e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818061 +info: EVOL: Converged after 9 resets of correspondences +info: EVOL: Best value: 78.0966. +info: EVOL: TOTAL STEPS: 352 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15707 1.1514 1.15878 +info: bbsize: 2.27763 2.2711 2.27652 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.86381e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819193 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 65.5659. +info: EVOL: TOTAL STEPS: 372 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15631 1.14141 1.1456 +info: bbsize: 2.27686 2.26111 2.26334 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.18629e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.807262 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 65.5294. +info: EVOL: TOTAL STEPS: 306 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14986 1.1448 1.14833 +info: bbsize: 2.27041 2.2645 2.26608 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.98871e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821836 +info: EVOL: Converged after 18 resets of correspondences +info: EVOL: Best value: 52.8169. +info: EVOL: TOTAL STEPS: 1140 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14363 1.15213 1.15566 +info: bbsize: 2.26418 2.27182 2.27341 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.75005e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.814927 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 59.6491. +info: EVOL: TOTAL STEPS: 414 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15461 1.15123 1.15381 +info: bbsize: 2.27516 2.27093 2.27155 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.57343e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.816886 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 54.1868. +info: EVOL: TOTAL STEPS: 714 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14743 1.15284 1.15112 +info: bbsize: 2.26799 2.27254 2.26887 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.81255e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.814093 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 64.4377. +info: EVOL: TOTAL STEPS: 387 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15364 1.15147 1.14576 +info: bbsize: 2.27419 2.27117 2.26351 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.66296e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.822315 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 64.634. +info: EVOL: TOTAL STEPS: 416 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15545 1.15067 1.15919 +info: bbsize: 2.276 2.27037 2.27693 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.52324e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824189 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.125. +info: EVOL: TOTAL STEPS: 418 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15569 1.15329 1.15638 +info: bbsize: 2.27624 2.27299 2.27412 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.31071e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819961 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 59.6531. +info: EVOL: TOTAL STEPS: 642 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15017 1.15651 1.14519 +info: bbsize: 2.27072 2.27621 2.26293 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.02423e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824477 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 61.0567. +info: EVOL: TOTAL STEPS: 373 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15497 1.15801 1.15758 +info: bbsize: 2.27552 2.27771 2.27533 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.64297e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.815652 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 66.6297. +info: EVOL: TOTAL STEPS: 360 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15458 1.15684 1.15515 +info: bbsize: 2.27514 2.27654 2.27289 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.86533e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81838 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 70.4683. +info: EVOL: TOTAL STEPS: 344 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15527 1.15455 1.15446 +info: bbsize: 2.27583 2.27425 2.2722 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.52632e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.825565 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 63.4839. +info: EVOL: TOTAL STEPS: 516 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15489 1.15701 1.15491 +info: bbsize: 2.27544 2.27671 2.27265 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.40725e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81282 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 58.2558. +info: EVOL: TOTAL STEPS: 638 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15016 1.1536 1.1524 +info: bbsize: 2.27071 2.27329 2.27014 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.39424e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.82055 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 66.0124. +info: EVOL: TOTAL STEPS: 401 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1557 1.14805 1.1517 +info: bbsize: 2.27625 2.26774 2.26944 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.06277e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.813651 +info: EVOL: Converged after 15 resets of correspondences +info: EVOL: Best value: 57.8232. +info: EVOL: TOTAL STEPS: 549 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15484 1.15564 1.14551 +info: bbsize: 2.27539 2.27534 2.26325 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.27257e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824169 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 63.7635. +info: EVOL: TOTAL STEPS: 581 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15373 1.14201 1.15762 +info: bbsize: 2.27428 2.26171 2.27536 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.30141e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81621 +info: EVOL: Converged after 15 resets of correspondences +info: EVOL: Best value: 58.0721. +info: EVOL: TOTAL STEPS: 799 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14801 1.15715 1.15324 +info: bbsize: 2.26856 2.27685 2.27098 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.5507e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81341 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 60.9659. +info: EVOL: TOTAL STEPS: 561 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14945 1.14627 1.15943 +info: bbsize: 2.27 2.26596 2.27718 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.39461e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.817711 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 62.2392. +info: EVOL: TOTAL STEPS: 489 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14386 1.15441 1.15287 +info: bbsize: 2.26441 2.27411 2.27061 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.84306e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818441 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 75.0921. +info: EVOL: TOTAL STEPS: 324 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15475 1.15444 1.14853 +info: bbsize: 2.2753 2.27414 2.26627 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.23019e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818999 +info: EVOL: Converged after 15 resets of correspondences +info: EVOL: Best value: 55.2029. +info: EVOL: TOTAL STEPS: 894 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15263 1.15697 1.15875 +info: bbsize: 2.27318 2.27666 2.27649 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.93436e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819546 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 82.5252. +info: EVOL: TOTAL STEPS: 232 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15471 1.14913 1.1518 +info: bbsize: 2.27526 2.26882 2.26954 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.32164e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.810498 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 60.4597. +info: EVOL: TOTAL STEPS: 641 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15237 1.15247 1.15719 +info: bbsize: 2.27292 2.27216 2.27494 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.31507e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821089 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 58.192. +info: EVOL: TOTAL STEPS: 650 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14542 1.15294 1.15159 +info: bbsize: 2.26597 2.27263 2.26933 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.35528e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818609 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 65.2124. +info: EVOL: TOTAL STEPS: 552 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15264 1.15433 1.14519 +info: bbsize: 2.27319 2.27402 2.26293 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.1614e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.811118 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 60.0963. +info: EVOL: TOTAL STEPS: 547 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14073 1.15237 1.15644 +info: bbsize: 2.26128 2.27207 2.27419 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.71983e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.820583 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 75.3887. +info: EVOL: TOTAL STEPS: 327 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15385 1.14805 1.15619 +info: bbsize: 2.27441 2.26774 2.27393 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.83152e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818396 +info: EVOL: Converged after 9 resets of correspondences +info: EVOL: Best value: 80.3804. +info: EVOL: TOTAL STEPS: 337 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15219 1.15468 1.15858 +info: bbsize: 2.27274 2.27437 2.27632 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.61514e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.815516 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 55.2663. +info: EVOL: TOTAL STEPS: 820 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15264 1.15272 1.14939 +info: bbsize: 2.27319 2.27241 2.26713 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.82425e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818924 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 60.0725. +info: EVOL: TOTAL STEPS: 659 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14604 1.15048 1.15818 +info: bbsize: 2.26659 2.27017 2.27592 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.62528e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.814976 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 62.3384. +info: EVOL: TOTAL STEPS: 561 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15016 1.14654 1.15289 +info: bbsize: 2.27071 2.26623 2.27064 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.729e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.813128 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 64.2813. +info: EVOL: TOTAL STEPS: 423 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15459 1.15567 1.15798 +info: bbsize: 2.27514 2.27537 2.27572 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.05547e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.828796 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.7037. +info: EVOL: TOTAL STEPS: 452 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15585 1.15659 1.14954 +info: bbsize: 2.27641 2.27629 2.26729 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.5795e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819006 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 59.3731. +info: EVOL: TOTAL STEPS: 682 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14236 1.15065 1.15913 +info: bbsize: 2.26291 2.27034 2.27688 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.81851e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.810773 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 65.7621. +info: EVOL: TOTAL STEPS: 519 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15027 1.15433 1.15175 +info: bbsize: 2.27082 2.27402 2.2695 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.71572e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818411 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 63.3544. +info: EVOL: TOTAL STEPS: 597 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14811 1.15272 1.15119 +info: bbsize: 2.26866 2.27241 2.26894 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.51473e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821968 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 56.9314. +info: EVOL: TOTAL STEPS: 714 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14993 1.15739 1.15355 +info: bbsize: 2.27048 2.27708 2.27129 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.11641e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818027 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 59.2639. +info: EVOL: TOTAL STEPS: 508 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15019 1.15595 1.15387 +info: bbsize: 2.27074 2.27565 2.27162 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.6152e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.814812 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 73.3526. +info: EVOL: TOTAL STEPS: 334 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15143 1.15554 1.14748 +info: bbsize: 2.27198 2.27524 2.26522 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.38669e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.826693 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 66.3558. +info: EVOL: TOTAL STEPS: 487 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14586 1.14471 1.15452 +info: bbsize: 2.26641 2.26441 2.27226 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.32945e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821158 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 60.2468. +info: EVOL: TOTAL STEPS: 587 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15646 1.14595 1.15477 +info: bbsize: 2.27701 2.26565 2.27251 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.13858e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.819076 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 59.9975. +info: EVOL: TOTAL STEPS: 683 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1453 1.15263 1.15401 +info: bbsize: 2.26585 2.27233 2.27176 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.70354e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.812178 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 66.071. +info: EVOL: TOTAL STEPS: 418 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14764 1.15394 1.15576 +info: bbsize: 2.26819 2.27363 2.2735 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.69061e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821529 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 66.9982. +info: EVOL: TOTAL STEPS: 484 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15683 1.15016 1.13509 +info: bbsize: 2.27738 2.26986 2.25284 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.00754e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821096 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 56.1226. +info: EVOL: TOTAL STEPS: 754 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15496 1.15781 1.15253 +info: bbsize: 2.27551 2.27751 2.27028 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.19496e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.822357 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 66.7656. +info: EVOL: TOTAL STEPS: 602 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15688 1.1496 1.15987 +info: bbsize: 2.27743 2.2693 2.27762 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.63659e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.822386 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 65.502. +info: EVOL: TOTAL STEPS: 459 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15686 1.14378 1.15979 +info: bbsize: 2.27741 2.26347 2.27753 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.77469e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.823807 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 59.5304. +info: EVOL: TOTAL STEPS: 745 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15631 1.145 1.15945 +info: bbsize: 2.27686 2.26469 2.2772 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.46184e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.817669 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 59.7764. +info: EVOL: TOTAL STEPS: 536 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15398 1.14317 1.15674 +info: bbsize: 2.27453 2.26287 2.27448 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.2327e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.822045 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 62.1932. +info: EVOL: TOTAL STEPS: 439 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15115 1.15251 1.14906 +info: bbsize: 2.2717 2.27221 2.26681 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.12023e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818101 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.2462. +info: EVOL: TOTAL STEPS: 463 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15109 1.14643 1.15684 +info: bbsize: 2.27164 2.26612 2.27458 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.40361e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.812991 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 75.8608. +info: EVOL: TOTAL STEPS: 319 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15435 1.15523 1.15968 +info: bbsize: 2.2749 2.27493 2.27742 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.30794e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.81467 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 69.8036. +info: EVOL: TOTAL STEPS: 417 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15201 1.1521 1.15129 +info: bbsize: 2.27256 2.2718 2.26904 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.08535e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.812769 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 64.1075. +info: EVOL: TOTAL STEPS: 567 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14213 1.15465 1.1551 +info: bbsize: 2.26268 2.27435 2.27284 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.70836e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821128 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 66.444. +info: EVOL: TOTAL STEPS: 419 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1531 1.15405 1.15079 +info: bbsize: 2.27365 2.27375 2.26853 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.12706e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.826058 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 55.9495. +info: EVOL: TOTAL STEPS: 596 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1492 1.15443 1.15413 +info: bbsize: 2.26975 2.27413 2.27188 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.15447e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824358 +info: EVOL: Converged after 9 resets of correspondences +info: EVOL: Best value: 74.2188. +info: EVOL: TOTAL STEPS: 617 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14797 1.15392 1.15185 +info: bbsize: 2.26852 2.27361 2.2696 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.50095e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.808441 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 61.8076. +info: EVOL: TOTAL STEPS: 343 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15681 1.1481 1.15567 +info: bbsize: 2.27737 2.2678 2.27342 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.22578e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.826867 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 65.2168. +info: EVOL: TOTAL STEPS: 445 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14988 1.14265 1.15798 +info: bbsize: 2.27044 2.26234 2.27572 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.57071e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.814731 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 57.2958. +info: EVOL: TOTAL STEPS: 473 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15352 1.15333 1.15248 +info: bbsize: 2.27407 2.27303 2.27022 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.8164e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.811804 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 52.0186. +info: EVOL: TOTAL STEPS: 649 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15099 1.14847 1.14164 +info: bbsize: 2.27154 2.26816 2.25938 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.83922e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.812076 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 66.3049. +info: EVOL: TOTAL STEPS: 386 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15616 1.15193 1.15779 +info: bbsize: 2.27671 2.27163 2.27553 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.68428e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818022 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 68.9979. +info: EVOL: TOTAL STEPS: 485 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14798 1.15508 1.15305 +info: bbsize: 2.26853 2.27478 2.27079 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.56237e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.828738 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 64.4292. +info: EVOL: TOTAL STEPS: 587 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15515 1.13852 1.15783 +info: bbsize: 2.2757 2.25821 2.27557 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.75105e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.812075 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 57.3039. +info: EVOL: TOTAL STEPS: 681 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.13977 1.15257 1.15504 +info: bbsize: 2.26032 2.27227 2.27279 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.43022e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.821805 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 60.8438. +info: EVOL: TOTAL STEPS: 440 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14605 1.14717 1.15771 +info: bbsize: 2.2666 2.26687 2.27545 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.01032e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818629 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.5872. +info: EVOL: TOTAL STEPS: 452 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14445 1.15509 1.15752 +info: bbsize: 2.265 2.27478 2.27526 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.0508e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.823783 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 58.9557. +info: EVOL: TOTAL STEPS: 505 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1395 1.14608 1.15586 +info: bbsize: 2.26006 2.26578 2.2736 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.30727e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824292 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 58.0811. +info: EVOL: TOTAL STEPS: 515 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15081 1.14568 1.15615 +info: bbsize: 2.27136 2.26538 2.27389 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.77523e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.810299 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 61.8499. +info: EVOL: TOTAL STEPS: 662 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15571 1.15564 1.14741 +info: bbsize: 2.27626 2.27534 2.26515 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.4172e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.817539 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 58.8907. +info: EVOL: TOTAL STEPS: 516 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15689 1.15534 1.14982 +info: bbsize: 2.27744 2.27504 2.26756 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.48127e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.810484 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 60.5339. +info: EVOL: TOTAL STEPS: 607 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14942 1.14485 1.15271 +info: bbsize: 2.26997 2.26455 2.27045 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.55181e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818503 +info: EVOL: Converged after 10 resets of correspondences +info: EVOL: Best value: 66.9486. +info: EVOL: TOTAL STEPS: 408 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15474 1.15557 1.15558 +info: bbsize: 2.27529 2.27526 2.27333 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.62617e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.826397 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 57.7944. +info: EVOL: TOTAL STEPS: 720 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14685 1.14393 1.14077 +info: bbsize: 2.26741 2.26362 2.25851 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.60446e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.82628 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 62.5237. +info: EVOL: TOTAL STEPS: 605 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15682 1.15356 1.15842 +info: bbsize: 2.27737 2.27325 2.27616 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.49339e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.820646 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 60.6411. +info: EVOL: TOTAL STEPS: 411 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15335 1.15705 1.15481 +info: bbsize: 2.2739 2.27675 2.27256 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.71911e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.814597 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 72.3431. +info: EVOL: TOTAL STEPS: 372 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14653 1.15108 1.15821 +info: bbsize: 2.26708 2.27078 2.27595 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.07036e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.811846 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.1932. +info: EVOL: TOTAL STEPS: 503 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15352 1.15792 1.14761 +info: bbsize: 2.27407 2.27761 2.26535 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.71656e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.807624 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 59.7782. +info: EVOL: TOTAL STEPS: 506 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1569 1.15505 1.14983 +info: bbsize: 2.27745 2.27475 2.26757 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.68834e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.810044 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 58.5321. +info: EVOL: TOTAL STEPS: 460 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.1498 1.14317 1.14888 +info: bbsize: 2.27035 2.26287 2.26662 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.6687e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.824431 +info: EVOL: Converged after 14 resets of correspondences +info: EVOL: Best value: 60.3221. +info: EVOL: TOTAL STEPS: 726 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14424 1.15388 1.1558 +info: bbsize: 2.26479 2.27357 2.27355 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.41573e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.80597 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 62.104. +info: EVOL: TOTAL STEPS: 504 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14066 1.14621 1.15645 +info: bbsize: 2.26122 2.2659 2.27419 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.31651e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.825726 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 65.3453. +info: EVOL: TOTAL STEPS: 367 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15167 1.15303 1.15626 +info: bbsize: 2.27222 2.27272 2.274 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.70612e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.823074 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 61.6116. +info: EVOL: TOTAL STEPS: 745 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15471 1.15022 1.15589 +info: bbsize: 2.27526 2.26992 2.27364 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.58052e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.818552 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 62.1421. +info: EVOL: TOTAL STEPS: 411 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15426 1.14788 1.15233 +info: bbsize: 2.27482 2.26758 2.27007 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.92271e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.813883 +info: EVOL: Converged after 11 resets of correspondences +info: EVOL: Best value: 64.1642. +info: EVOL: TOTAL STEPS: 561 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.14795 1.139 1.15207 +info: bbsize: 2.2685 2.2587 2.26982 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 5.11719e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.815262 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 59.2356. +info: EVOL: TOTAL STEPS: 499 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15376 1.15433 1.1521 +info: bbsize: 2.27432 2.27402 2.26984 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 6.10619e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.817943 +info: EVOL: Converged after 13 resets of correspondences +info: EVOL: Best value: 55.0987. +info: EVOL: TOTAL STEPS: 1004 +info: perturbating... +info: initialising Grid +info: bbmin: -1.12055 -1.1197 -1.11774 +info: bbmax: 1.15089 1.15279 1.1398 +info: bbsize: 2.27144 2.27248 2.25754 +info: setting up10807Points +info: worst iteration-count:4 +info: generating Cache +info: cache size: 10807*216=2334312 +info: done. +info: entering fit.. +info: EVOL: Evolvability-criteria: +info: EVOL: regularity: 4.4631e-05 +info: EVOL: variability: 0.019987 +info: EVOL: improvement: 0.805461 +info: EVOL: Converged after 12 resets of correspondences +info: EVOL: Best value: 64.6963. +info: EVOL: TOTAL STEPS: 474 diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_improvement-vs-evo-error.png b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_improvement-vs-evo-error.png new file mode 100644 index 0000000..7ccfe0e Binary files /dev/null and b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_improvement-vs-steps.png b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_improvement-vs-steps.png new file mode 100644 index 0000000..2348823 Binary files /dev/null and b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_improvement-vs-steps.png differ diff --git a/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_regularity-vs-steps.png b/dokumentation/evolution3d/20171021-evolution3D_6x6_100Times_regularity-vs-steps.png new file mode 100644 index 0000000..21e726c Binary files /dev/null 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+5.12706e-05,0.019987,0.826058,55.9495,596 +5.15447e-05,0.019987,0.824358,74.2188,617 +5.50095e-05,0.019987,0.808441,61.8076,343 +5.22578e-05,0.019987,0.826867,65.2168,445 +5.57071e-05,0.019987,0.814731,57.2958,473 +5.8164e-05,0.019987,0.811804,52.0186,649 +4.83922e-05,0.019987,0.812076,66.3049,386 +5.68428e-05,0.019987,0.818022,68.9979,485 +5.56237e-05,0.019987,0.828738,64.4292,587 +5.75105e-05,0.019987,0.812075,57.3039,681 +4.43022e-05,0.019987,0.821805,60.8438,440 +6.01032e-05,0.019987,0.818629,61.5872,452 +5.0508e-05,0.019987,0.823783,58.9557,505 +5.30727e-05,0.019987,0.824292,58.0811,515 +5.77523e-05,0.019987,0.810299,61.8499,662 +5.4172e-05,0.019987,0.817539,58.8907,516 +5.48127e-05,0.019987,0.810484,60.5339,607 +5.55181e-05,0.019987,0.818503,66.9486,408 +5.62617e-05,0.019987,0.826397,57.7944,720 +4.60446e-05,0.019987,0.82628,62.5237,605 +5.49339e-05,0.019987,0.820646,60.6411,411 +6.71911e-05,0.019987,0.814597,72.3431,372 +5.07036e-05,0.019987,0.811846,61.1932,503 +5.71656e-05,0.019987,0.807624,59.7782,506 +5.68834e-05,0.019987,0.810044,58.5321,460 +4.6687e-05,0.019987,0.824431,60.3221,726 +6.41573e-05,0.019987,0.80597,62.104,504 +5.31651e-05,0.019987,0.825726,65.3453,367 +5.70612e-05,0.019987,0.823074,61.6116,745 +5.58052e-05,0.019987,0.818552,62.1421,411 +4.92271e-05,0.019987,0.813883,64.1642,561 +5.11719e-05,0.019987,0.815262,59.2356,499 +6.10619e-05,0.019987,0.817943,55.0987,1004 +4.4631e-05,0.019987,0.805461,64.6963,474 diff --git a/dokumentation/evolution3d/YxYxY.gnuplot.fit.log b/dokumentation/evolution3d/YxYxY.gnuplot.fit.log new file mode 100644 index 0000000..327f0f2 --- /dev/null +++ b/dokumentation/evolution3d/YxYxY.gnuplot.fit.log @@ -0,0 +1,184 @@ + + +******************************************************************************* +Mon Oct 23 12:09:55 2017 + + +FIT: data read from "YxYxY.csv" every ::1 using 1:5 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: f(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.92039e+08 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707107 + +initial set of free parameter values + +a = 1 +b = 1 + +After 2 iterations the fit converged. +final sum of squares of residuals : 2.0943e+08 +rel. change during last iteration : -6.36839e-06 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 824.601 +variance of residuals (reduced chisquare) = WSSR/ndf : 679967 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -90.5276 +/- 1.737e+06 (1.919e+06%) +b = 1248.73 +/- 133.7 (10.71%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.937 1.000 + + +******************************************************************************* +Mon Oct 23 12:09:55 2017 + + +FIT: data read from "YxYxY.csv" every ::1 using 3:5 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: g(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 6.91512e+08 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.877145 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 5.45204e+07 +rel. change during last iteration : -3.71707e-14 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 420.731 +variance of residuals (reduced chisquare) = WSSR/ndf : 177014 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -8487.73 +/- 286.9 (3.38%) +bb = 7438.54 +/- 210.6 (2.831%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.994 1.000 + + +******************************************************************************* +Mon Oct 23 12:09:55 2017 + + +FIT: data read from "YxYxY.csv" every ::1 using 3:4 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: h(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 2.36935e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.877145 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 12579.6 +rel. change during last iteration : -2.05041e-13 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.39083 +variance of residuals (reduced chisquare) = WSSR/ndf : 40.8428 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -285.646 +/- 4.358 (1.526%) +bbb = 293.902 +/- 3.199 (1.088%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -0.994 1.000 + + +******************************************************************************* +Mon Oct 23 12:09:55 2017 + + +FIT: data read from "YxYxY.csv" every ::1 using 2:4 + format = x:z + #datapoints = 310 + residuals are weighted equally (unit weight) + +function used for fitting: i(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 2.40562e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707176 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 36249.8 +rel. change during last iteration : -9.22032e-06 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 10.8487 +variance of residuals (reduced chisquare) = WSSR/ndf : 117.694 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -3790.61 +/- 105.6 (2.785%) +bbbb = 133.858 +/- 1.479 (1.105%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.909 1.000 diff --git a/dokumentation/evolution3d/YxYxY.gnuplot.log b/dokumentation/evolution3d/YxYxY.gnuplot.log new file mode 100644 index 0000000..9a55e3c --- /dev/null +++ b/dokumentation/evolution3d/YxYxY.gnuplot.log @@ -0,0 +1,282 @@ + + + Iteration 0 + WSSR : 6.92039e+08 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707107 + +initial set of free parameter values + +a = 1 +b = 1 +/ + + Iteration 1 + WSSR : 2.09431e+08 delta(WSSR)/WSSR : -2.30437 + delta(WSSR) : -4.82608e+08 limit for stopping : 1e-05 + lambda : 0.0707107 + +resultant parameter values + +a = 0.182673 +b = 1246.71 +/ + + Iteration 2 + WSSR : 2.0943e+08 delta(WSSR)/WSSR : -6.36839e-06 + delta(WSSR) : -1333.73 limit for stopping : 1e-05 + lambda : 0.00707107 + +resultant parameter values + +a = -90.5276 +b = 1248.73 + +After 2 iterations the fit converged. +final sum of squares of residuals : 2.0943e+08 +rel. change during last iteration : -6.36839e-06 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 824.601 +variance of residuals (reduced chisquare) = WSSR/ndf : 679967 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -90.5276 +/- 1.737e+06 (1.919e+06%) +b = 1248.73 +/- 133.7 (10.71%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.937 1.000 + + + Iteration 0 + WSSR : 6.91512e+08 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.877145 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 7.67742e+07 delta(WSSR)/WSSR : -8.00708 + delta(WSSR) : -6.14737e+08 limit for stopping : 1e-05 + lambda : 0.0877145 + +resultant parameter values + +aa = -5274.27 +bb = 5082.46 +/ + + Iteration 2 + WSSR : 5.4521e+07 delta(WSSR)/WSSR : -0.408157 + delta(WSSR) : -2.22532e+07 limit for stopping : 1e-05 + lambda : 0.00877145 + +resultant parameter values + +aa = -8470.18 +bb = 7425.69 +/ + + Iteration 3 + WSSR : 5.45204e+07 delta(WSSR)/WSSR : -1.21661e-05 + delta(WSSR) : -663.303 limit for stopping : 1e-05 + lambda : 0.000877145 + +resultant parameter values + +aa = -8487.73 +bb = 7438.54 +/ + + Iteration 4 + WSSR : 5.45204e+07 delta(WSSR)/WSSR : -3.71707e-14 + delta(WSSR) : -2.02656e-06 limit for stopping : 1e-05 + lambda : 8.77145e-05 + +resultant parameter values + +aa = -8487.73 +bb = 7438.54 + +After 4 iterations the fit converged. +final sum of squares of residuals : 5.45204e+07 +rel. change during last iteration : -3.71707e-14 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 420.731 +variance of residuals (reduced chisquare) = WSSR/ndf : 177014 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -8487.73 +/- 286.9 (3.38%) +bb = 7438.54 +/- 210.6 (2.831%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.994 1.000 + + + Iteration 0 + WSSR : 2.36935e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.877145 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 41364.3 delta(WSSR)/WSSR : -56.2801 + delta(WSSR) : -2.32799e+06 limit for stopping : 1e-05 + lambda : 0.0877145 + +resultant parameter values + +aaa = -170.112 +bbb = 209.13 +/ + + Iteration 2 + WSSR : 12580.4 delta(WSSR)/WSSR : -2.28799 + delta(WSSR) : -28783.9 limit for stopping : 1e-05 + lambda : 0.00877145 + +resultant parameter values + +aaa = -285.015 +bbb = 293.439 +/ + + Iteration 3 + WSSR : 12579.6 delta(WSSR)/WSSR : -6.81936e-05 + delta(WSSR) : -0.857846 limit for stopping : 1e-05 + lambda : 0.000877145 + +resultant parameter values + +aaa = -285.646 +bbb = 293.902 +/ + + Iteration 4 + WSSR : 12579.6 delta(WSSR)/WSSR : -2.05041e-13 + delta(WSSR) : -2.57933e-09 limit for stopping : 1e-05 + lambda : 8.77145e-05 + +resultant parameter values + +aaa = -285.646 +bbb = 293.902 + +After 4 iterations the fit converged. +final sum of squares of residuals : 12579.6 +rel. change during last iteration : -2.05041e-13 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.39083 +variance of residuals (reduced chisquare) = WSSR/ndf : 40.8428 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -285.646 +/- 4.358 (1.526%) +bbb = 293.902 +/- 3.199 (1.088%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -0.994 1.000 + + + Iteration 0 + WSSR : 2.40562e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.707176 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 +/ + + Iteration 1 + WSSR : 181981 delta(WSSR)/WSSR : -12.2191 + delta(WSSR) : -2.22364e+06 limit for stopping : 1e-05 + lambda : 0.0707176 + +resultant parameter values + +aaaa = -76.3651 +bbbb = 86.4242 +/ + + Iteration 2 + WSSR : 51298.2 delta(WSSR)/WSSR : -2.54751 + delta(WSSR) : -130683 limit for stopping : 1e-05 + lambda : 0.00707176 + +resultant parameter values + +aaaa = -2597.04 +bbbb = 118.659 +/ + + Iteration 3 + WSSR : 36250.1 delta(WSSR)/WSSR : -0.415118 + delta(WSSR) : -15048.1 limit for stopping : 1e-05 + lambda : 0.000707176 + +resultant parameter values + +aaaa = -3784.98 +bbbb = 133.786 +/ + + Iteration 4 + WSSR : 36249.8 delta(WSSR)/WSSR : -9.22032e-06 + delta(WSSR) : -0.334235 limit for stopping : 1e-05 + lambda : 7.07176e-05 + +resultant parameter values + +aaaa = -3790.61 +bbbb = 133.858 + +After 4 iterations the fit converged. +final sum of squares of residuals : 36249.8 +rel. change during last iteration : -9.22032e-06 + +degrees of freedom (FIT_NDF) : 308 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 10.8487 +variance of residuals (reduced chisquare) = WSSR/ndf : 117.694 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -3790.61 +/- 105.6 (2.785%) +bbbb = 133.858 +/- 1.479 (1.105%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.909 1.000 diff --git a/dokumentation/evolution3d/YxYxY.gnuplot.script b/dokumentation/evolution3d/YxYxY.gnuplot.script new file mode 100644 index 0000000..27e1023 --- /dev/null +++ b/dokumentation/evolution3d/YxYxY.gnuplot.script @@ -0,0 +1,26 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "YxYxY.csv" every ::1 using 1:5 via a,b +set terminal png +set xlabel 'regularity' +set ylabel 'steps' +set output "YxYxY_regularity-vs-steps.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5 title "4x4x4", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 1:5 title "5x5x5", "20171021-evolution3D_6x6_100Times.csv" every ::1 using 1:5 title "6x6x6", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "YxYxY.csv" every ::1 using 3:5 via aa,bb +set xlabel 'improvement potential' +set ylabel 'steps' +set output "YxYxY_improvement-vs-steps.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5 title "4x4x4", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:5 title "5x5x5", "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:5 title "6x6x6", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "YxYxY.csv" every ::1 using 3:4 via aaa,bbb +set xlabel 'improvement potential' +set ylabel 'evolution error' +set output "YxYxY_improvement-vs-evo-error.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 title "4x4x4", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:4 title "5x5x5", "20171021-evolution3D_6x6_100Times.csv" every ::1 using 3:4 title "6x6x6", h(x) title "lin. fit" lc rgb "black" +i(x)=aaaa*x+bbbb +fit i(x) "YxYxY.csv" every ::1 using 2:4 via aaaa,bbbb +set xlabel 'variability' +set ylabel 'evolution error' +set output "YxYxY_variability-vs-evo-error.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 2:4 title "4x4x4", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 2:4 title "5x5x5", "20171021-evolution3D_6x6_100Times.csv" every ::1 using 2:4 title "6x6x6", i(x) title "lin. fit" lc rgb "black" diff --git a/dokumentation/evolution3d/YxYxY_improvement-vs-evo-error.png b/dokumentation/evolution3d/YxYxY_improvement-vs-evo-error.png new file mode 100644 index 0000000..be32c29 Binary files /dev/null and b/dokumentation/evolution3d/YxYxY_improvement-vs-evo-error.png differ diff --git a/dokumentation/evolution3d/YxYxY_improvement-vs-steps.png b/dokumentation/evolution3d/YxYxY_improvement-vs-steps.png new file mode 100644 index 0000000..45c8885 Binary files /dev/null and b/dokumentation/evolution3d/YxYxY_improvement-vs-steps.png differ diff --git a/dokumentation/evolution3d/YxYxY_montage.png b/dokumentation/evolution3d/YxYxY_montage.png new file mode 100644 index 0000000..d072831 Binary files /dev/null and b/dokumentation/evolution3d/YxYxY_montage.png differ diff --git a/dokumentation/evolution3d/YxYxY_regularity-vs-steps.png b/dokumentation/evolution3d/YxYxY_regularity-vs-steps.png new file mode 100644 index 0000000..4885565 Binary files /dev/null and b/dokumentation/evolution3d/YxYxY_regularity-vs-steps.png differ diff --git a/dokumentation/evolution3d/YxYxY_variability-vs-evo-error.png b/dokumentation/evolution3d/YxYxY_variability-vs-evo-error.png new file mode 100644 index 0000000..96e3047 Binary files /dev/null and b/dokumentation/evolution3d/YxYxY_variability-vs-evo-error.png differ