From 8c4f776ea583afc5b4feb807cc888893692de129 Mon Sep 17 00:00:00 2001 From: Stefan Dresselhaus Date: Mon, 16 Oct 2017 22:45:06 +0200 Subject: [PATCH] updated results --- .../20171013_3dFit_4x4x7_100times.csv | 101 +++++ .../20171013_3dFit_5x4x4_100times.csv | 101 +++++ dokumentation/evolution3d/4x4xX.csv | 301 +++++++++++++++ .../evolution3d/4x4xX.gnuplot.fit.log | 184 +++++++++ dokumentation/evolution3d/4x4xX.gnuplot.log | 348 ++++++++++++++++++ .../evolution3d/4x4xX.gnuplot.script | 26 ++ .../4x4xX_improvement-vs-evo-error.png | Bin 0 -> 8895 bytes .../4x4xX_improvement-vs-steps.png | Bin 0 -> 8311 bytes dokumentation/evolution3d/4x4xX_montage.png | Bin 0 -> 29315 bytes .../evolution3d/4x4xX_regularity-vs-steps.png | Bin 0 -> 8780 bytes .../4x4xX_variability-vs-evo-error.png | Bin 0 -> 5894 bytes dokumentation/evolution3d/Xx4x4.csv | 301 +++++++++++++++ .../evolution3d/Xx4x4.gnuplot.fit.log | 184 +++++++++ dokumentation/evolution3d/Xx4x4.gnuplot.log | 348 ++++++++++++++++++ .../evolution3d/Xx4x4.gnuplot.script | 26 ++ .../Xx4x4_improvement-vs-evo-error.png | Bin 0 -> 8953 bytes .../Xx4x4_improvement-vs-steps.png | Bin 0 -> 8439 bytes dokumentation/evolution3d/Xx4x4_montage.png | Bin 0 -> 29132 bytes .../evolution3d/Xx4x4_regularity-vs-steps.png | Bin 0 -> 8704 bytes .../Xx4x4_variability-vs-evo-error.png | Bin 0 -> 5871 bytes dokumentation/evolution3d/combine.sh | 28 +- 21 files changed, 1932 insertions(+), 16 deletions(-) create mode 100644 dokumentation/evolution3d/20171013_3dFit_4x4x7_100times.csv create mode 100644 dokumentation/evolution3d/20171013_3dFit_5x4x4_100times.csv create mode 100644 dokumentation/evolution3d/4x4xX.csv create mode 100644 dokumentation/evolution3d/4x4xX.gnuplot.fit.log create mode 100644 dokumentation/evolution3d/4x4xX.gnuplot.log create mode 100644 dokumentation/evolution3d/4x4xX.gnuplot.script create mode 100644 dokumentation/evolution3d/4x4xX_improvement-vs-evo-error.png create mode 100644 dokumentation/evolution3d/4x4xX_improvement-vs-steps.png create mode 100644 dokumentation/evolution3d/4x4xX_montage.png create mode 100644 dokumentation/evolution3d/4x4xX_regularity-vs-steps.png create mode 100644 dokumentation/evolution3d/4x4xX_variability-vs-evo-error.png create mode 100644 dokumentation/evolution3d/Xx4x4.csv create mode 100644 dokumentation/evolution3d/Xx4x4.gnuplot.fit.log create mode 100644 dokumentation/evolution3d/Xx4x4.gnuplot.log create mode 100644 dokumentation/evolution3d/Xx4x4.gnuplot.script create mode 100644 dokumentation/evolution3d/Xx4x4_improvement-vs-evo-error.png create mode 100644 dokumentation/evolution3d/Xx4x4_improvement-vs-steps.png create mode 100644 dokumentation/evolution3d/Xx4x4_montage.png create mode 100644 dokumentation/evolution3d/Xx4x4_regularity-vs-steps.png create mode 100644 dokumentation/evolution3d/Xx4x4_variability-vs-evo-error.png diff --git a/dokumentation/evolution3d/20171013_3dFit_4x4x7_100times.csv 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+5.55332e-05,0.0103637,0.691656,116.609.,1170 +6.60943e-05,0.0103637,0.693062,83.6798.,1744 +5.83277e-05,0.0103637,0.692641,89.0655.,2169 +9.19515e-05,0.0103637,0.696555,82.225.,2525 +8.81229e-05,0.0103637,0.68317,90.5327.,2012 +5.85726e-05,0.0103637,0.692007,78.9694.,2646 +9.00751e-05,0.0103637,0.696617,83.061.,2168 +9.74536e-05,0.0103637,0.701995,97.7498.,1565 +8.15851e-05,0.0103637,0.693622,87.9928.,1602 +0.000105786,0.0103637,0.702003,83.4737.,1711 diff --git a/dokumentation/evolution3d/4x4xX.gnuplot.fit.log b/dokumentation/evolution3d/4x4xX.gnuplot.fit.log new file mode 100644 index 0000000..59b167c --- /dev/null +++ b/dokumentation/evolution3d/4x4xX.gnuplot.fit.log @@ -0,0 +1,184 @@ + + +******************************************************************************* +Mon Oct 16 12:22:40 2017 + + +FIT: data read from "4x4xX.csv" every ::1 using 1:5 + 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 : 1.32625e+09 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 7 iterations the fit converged. +final sum of squares of residuals : 7.7143e+07 +rel. change during last iteration : -3.63726e-13 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 508.792 +variance of residuals (reduced chisquare) = WSSR/ndf : 258869 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -6.4547e+06 +/- 8.988e+05 (13.92%) +b = 2603.14 +/- 84.97 (3.264%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.938 1.000 + + +******************************************************************************* +Mon Oct 16 12:22:40 2017 + + +FIT: data read from "4x4xX.csv" every ::1 using 3:5 + 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 : 1.32546e+09 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.84538 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 8.94193e+07 +rel. change during last iteration : -1.93107e-12 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 547.782 +variance of residuals (reduced chisquare) = WSSR/ndf : 300065 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -1884.14 +/- 995.6 (52.84%) +bb = 3263.68 +/- 652.3 (19.99%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.999 1.000 + + +******************************************************************************* +Mon Oct 16 12:22:40 2017 + + +FIT: data read from "4x4xX.csv" every ::1 using 3:4 + 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 : 3.18416e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.84538 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 9837.05 +rel. change during last iteration : -4.26287e-10 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 5.74545 +variance of residuals (reduced chisquare) = WSSR/ndf : 33.0102 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -390.954 +/- 10.44 (2.671%) +bbb = 359.628 +/- 6.842 (1.903%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -0.999 1.000 + + +******************************************************************************* +Mon Oct 16 12:22:40 2017 + + +FIT: data read from "4x4xX.csv" every ::1 using 2:4 + format = x:z + #datapoints = 300 + residuals are weighted equally (unit weight) + +function used for fitting: i(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.22367e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.70713 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 13663.3 +rel. change during last iteration : -1.10647e-09 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.77125 +variance of residuals (reduced chisquare) = WSSR/ndf : 45.8499 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -6441.69 +/- 211.7 (3.287%) +bbbb = 154.627 +/- 1.717 (1.11%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.974 1.000 diff --git a/dokumentation/evolution3d/4x4xX.gnuplot.log b/dokumentation/evolution3d/4x4xX.gnuplot.log new file mode 100644 index 0000000..bb16f6c --- /dev/null +++ b/dokumentation/evolution3d/4x4xX.gnuplot.log @@ -0,0 +1,348 @@ + + + Iteration 0 + WSSR : 1.32625e+09 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 : 9.04975e+07 delta(WSSR)/WSSR : -13.6551 + delta(WSSR) : -1.23575e+09 limit for stopping : 1e-05 + lambda : 0.0707107 + +resultant parameter values + +a = -2.95711 +b = 2027.2 +/ + + Iteration 2 + WSSR : 9.04923e+07 delta(WSSR)/WSSR : -5.67167e-05 + delta(WSSR) : -5132.43 limit for stopping : 1e-05 + lambda : 0.00707107 + +resultant parameter values + +a = -416.614 +b = 2030.62 +/ + + Iteration 3 + WSSR : 9.03228e+07 delta(WSSR)/WSSR : -0.0018764 + delta(WSSR) : -169482 limit for stopping : 1e-05 + lambda : 0.000707107 + +resultant parameter values + +a = -41519 +b = 2034.26 +/ + + Iteration 4 + WSSR : 8.20379e+07 delta(WSSR)/WSSR : -0.100989 + delta(WSSR) : -8.28494e+06 limit for stopping : 1e-05 + lambda : 7.07107e-05 + +resultant parameter values + +a = -2.54638e+06 +b = 2256.46 +/ + + Iteration 5 + WSSR : 7.71442e+07 delta(WSSR)/WSSR : -0.0634364 + delta(WSSR) : -4.89375e+06 limit for stopping : 1e-05 + lambda : 7.07107e-06 + +resultant parameter values + +a = -6.39466e+06 +b = 2597.82 +/ + + Iteration 6 + WSSR : 7.7143e+07 delta(WSSR)/WSSR : -1.49766e-05 + delta(WSSR) : -1155.34 limit for stopping : 1e-05 + lambda : 7.07107e-07 + +resultant parameter values + +a = -6.45469e+06 +b = 2603.14 +/ + + Iteration 7 + WSSR : 7.7143e+07 delta(WSSR)/WSSR : -3.63726e-13 + delta(WSSR) : -2.80589e-05 limit for stopping : 1e-05 + lambda : 7.07107e-08 + +resultant parameter values + +a = -6.4547e+06 +b = 2603.14 + +After 7 iterations the fit converged. +final sum of squares of residuals : 7.7143e+07 +rel. change during last iteration : -3.63726e-13 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 508.792 +variance of residuals (reduced chisquare) = WSSR/ndf : 258869 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -6.4547e+06 +/- 8.988e+05 (13.92%) +b = 2603.14 +/- 84.97 (3.264%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.938 1.000 + + + Iteration 0 + WSSR : 1.32546e+09 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.84538 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 9.08499e+07 delta(WSSR)/WSSR : -13.5895 + delta(WSSR) : -1.23461e+09 limit for stopping : 1e-05 + lambda : 0.084538 + +resultant parameter values + +aa = 285.251 +bb = 1839.51 +/ + + Iteration 2 + WSSR : 8.94208e+07 delta(WSSR)/WSSR : -0.015981 + delta(WSSR) : -1.42903e+06 limit for stopping : 1e-05 + lambda : 0.0084538 + +resultant parameter values + +aa = -1813.32 +bb = 3217.3 +/ + + Iteration 3 + WSSR : 8.94193e+07 delta(WSSR)/WSSR : -1.69869e-05 + delta(WSSR) : -1518.96 limit for stopping : 1e-05 + lambda : 0.00084538 + +resultant parameter values + +aa = -1884.12 +bb = 3263.67 +/ + + Iteration 4 + WSSR : 8.94193e+07 delta(WSSR)/WSSR : -1.93107e-12 + delta(WSSR) : -0.000172675 limit for stopping : 1e-05 + lambda : 8.4538e-05 + +resultant parameter values + +aa = -1884.14 +bb = 3263.68 + +After 4 iterations the fit converged. +final sum of squares of residuals : 8.94193e+07 +rel. change during last iteration : -1.93107e-12 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 547.782 +variance of residuals (reduced chisquare) = WSSR/ndf : 300065 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -1884.14 +/- 995.6 (52.84%) +bb = 3263.68 +/- 652.3 (19.99%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.999 1.000 + + + Iteration 0 + WSSR : 3.18416e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.84538 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 44510.3 delta(WSSR)/WSSR : -70.5376 + delta(WSSR) : -3.13965e+06 limit for stopping : 1e-05 + lambda : 0.084538 + +resultant parameter values + +aaa = -52.6873 +bbb = 137.918 +/ + + Iteration 2 + WSSR : 9873.94 delta(WSSR)/WSSR : -3.50786 + delta(WSSR) : -34636.4 limit for stopping : 1e-05 + lambda : 0.0084538 + +resultant parameter values + +aaa = -379.916 +bbb = 352.399 +/ + + Iteration 3 + WSSR : 9837.05 delta(WSSR)/WSSR : -0.00375062 + delta(WSSR) : -36.895 limit for stopping : 1e-05 + lambda : 0.00084538 + +resultant parameter values + +aaa = -390.95 +bbb = 359.626 +/ + + Iteration 4 + WSSR : 9837.05 delta(WSSR)/WSSR : -4.26287e-10 + delta(WSSR) : -4.1934e-06 limit for stopping : 1e-05 + lambda : 8.4538e-05 + +resultant parameter values + +aaa = -390.954 +bbb = 359.628 + +After 4 iterations the fit converged. +final sum of squares of residuals : 9837.05 +rel. change during last iteration : -4.26287e-10 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 5.74545 +variance of residuals (reduced chisquare) = WSSR/ndf : 33.0102 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -390.954 +/- 10.44 (2.671%) +bbb = 359.628 +/- 6.842 (1.903%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -0.999 1.000 + + + Iteration 0 + WSSR : 3.22367e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.70713 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 +/ + + Iteration 1 + WSSR : 55969.5 delta(WSSR)/WSSR : -56.597 + delta(WSSR) : -3.1677e+06 limit for stopping : 1e-05 + lambda : 0.070713 + +resultant parameter values + +aaaa = -11.3439 +bbbb = 103.681 +/ + + Iteration 2 + WSSR : 42814.5 delta(WSSR)/WSSR : -0.307254 + delta(WSSR) : -13154.9 limit for stopping : 1e-05 + lambda : 0.0070713 + +resultant parameter values + +aaaa = -1103.35 +bbbb = 112.475 +/ + + Iteration 3 + WSSR : 13726.6 delta(WSSR)/WSSR : -2.1191 + delta(WSSR) : -29087.9 limit for stopping : 1e-05 + lambda : 0.00070713 + +resultant parameter values + +aaaa = -6192.88 +bbbb = 152.662 +/ + + Iteration 4 + WSSR : 13663.3 delta(WSSR)/WSSR : -0.00463454 + delta(WSSR) : -63.3229 limit for stopping : 1e-05 + lambda : 7.0713e-05 + +resultant parameter values + +aaaa = -6441.56 +bbbb = 154.626 +/ + + Iteration 5 + WSSR : 13663.3 delta(WSSR)/WSSR : -1.10647e-09 + delta(WSSR) : -1.51181e-05 limit for stopping : 1e-05 + lambda : 7.0713e-06 + +resultant parameter values + +aaaa = -6441.69 +bbbb = 154.627 + +After 5 iterations the fit converged. +final sum of squares of residuals : 13663.3 +rel. change during last iteration : -1.10647e-09 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.77125 +variance of residuals (reduced chisquare) = WSSR/ndf : 45.8499 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -6441.69 +/- 211.7 (3.287%) +bbbb = 154.627 +/- 1.717 (1.11%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.974 1.000 diff --git a/dokumentation/evolution3d/4x4xX.gnuplot.script b/dokumentation/evolution3d/4x4xX.gnuplot.script new file mode 100644 index 0000000..f83c230 --- /dev/null +++ b/dokumentation/evolution3d/4x4xX.gnuplot.script @@ -0,0 +1,26 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "4x4xX.csv" every ::1 using 1:5 via a,b +set terminal png +set xlabel 'regularity' +set ylabel 'steps' +set output "4x4xX_regularity-vs-steps.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5 title "4x4x4", "20171005_3dFit_4x4x5_100times.csv" every ::1 using 1:5 title "4x4x5", "20171013_3dFit_4x4x7_100times.csv" every ::1 using 1:5 title "4x4x7", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "4x4xX.csv" every ::1 using 3:5 via aa,bb +set xlabel 'improvement potential' +set ylabel 'steps' +set output "4x4xX_improvement-vs-steps.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5 title "4x4x4", "20171005_3dFit_4x4x5_100times.csv" every ::1 using 3:5 title "4x4x5", "20171013_3dFit_4x4x7_100times.csv" every ::1 using 3:5 title "4x4x7", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "4x4xX.csv" every ::1 using 3:4 via aaa,bbb +set xlabel 'improvement potential' +set ylabel 'evolution error' +set output "4x4xX_improvement-vs-evo-error.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 title "4x4x4", "20171005_3dFit_4x4x5_100times.csv" every ::1 using 3:4 title "4x4x5", "20171013_3dFit_4x4x7_100times.csv" every ::1 using 3:4 title "4x4x7", h(x) title "lin. fit" lc rgb "black" 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a/dokumentation/evolution3d/Xx4x4.gnuplot.fit.log b/dokumentation/evolution3d/Xx4x4.gnuplot.fit.log new file mode 100644 index 0000000..9c7e917 --- /dev/null +++ b/dokumentation/evolution3d/Xx4x4.gnuplot.fit.log @@ -0,0 +1,184 @@ + + +******************************************************************************* +Mon Oct 16 12:15:22 2017 + + +FIT: data read from "Xx4x4.csv" every ::1 using 1:5 + 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 : 6.81227e+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 7 iterations the fit converged. +final sum of squares of residuals : 1.42477e+08 +rel. change during last iteration : -4.36753e-13 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 691.456 +variance of residuals (reduced chisquare) = WSSR/ndf : 478111 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1.13401e+07 +/- 1.169e+06 (10.31%) +b = 2295.89 +/- 111.7 (4.866%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.934 1.000 + + +******************************************************************************* +Mon Oct 16 12:15:22 2017 + + +FIT: data read from "Xx4x4.csv" every ::1 using 3:5 + 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 : 6.80731e+08 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.848453 + +initial set of free parameter values + +aa = 1 +bb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 7.54457e+07 +rel. change during last iteration : -4.78216e-11 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 503.163 +variance of residuals (reduced chisquare) = WSSR/ndf : 253173 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -17310 +/- 823 (4.754%) +bb = 12746.5 +/- 545.7 (4.282%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.999 1.000 + + +******************************************************************************* +Mon Oct 16 12:15:22 2017 + + +FIT: data read from "Xx4x4.csv" every ::1 using 3:4 + 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 : 3.08678e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.848453 + +initial set of free parameter values + +aaa = 1 +bbb = 1 + +After 4 iterations the fit converged. +final sum of squares of residuals : 12619.9 +rel. change during last iteration : -1.72365e-10 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.50758 +variance of residuals (reduced chisquare) = WSSR/ndf : 42.3486 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -392.375 +/- 10.64 (2.713%) +bbb = 361.762 +/- 7.058 (1.951%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -0.999 1.000 + + +******************************************************************************* +Mon Oct 16 12:15:22 2017 + + +FIT: data read from "Xx4x4.csv" every ::1 using 2:4 + format = x:z + #datapoints = 300 + residuals are weighted equally (unit weight) + +function used for fitting: i(x) +fitted parameters initialized with current variable values + + + + Iteration 0 + WSSR : 3.126e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.70713 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 + +After 5 iterations the fit converged. +final sum of squares of residuals : 15806.2 +rel. change during last iteration : -1.2249e-09 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 7.28292 +variance of residuals (reduced chisquare) = WSSR/ndf : 53.0409 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -7290.04 +/- 227.7 (3.124%) +bbbb = 159.497 +/- 1.847 (1.158%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.974 1.000 diff --git a/dokumentation/evolution3d/Xx4x4.gnuplot.log b/dokumentation/evolution3d/Xx4x4.gnuplot.log new file mode 100644 index 0000000..3150745 --- /dev/null +++ b/dokumentation/evolution3d/Xx4x4.gnuplot.log @@ -0,0 +1,348 @@ + + + Iteration 0 + WSSR : 6.81227e+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 : 1.87451e+08 delta(WSSR)/WSSR : -2.63417 + delta(WSSR) : -4.93777e+08 limit for stopping : 1e-05 + lambda : 0.0707107 + +resultant parameter values + +a = -6.81725 +b = 1281.8 +/ + + Iteration 2 + WSSR : 1.87443e+08 delta(WSSR)/WSSR : -4.08514e-05 + delta(WSSR) : -7657.32 limit for stopping : 1e-05 + lambda : 0.00707107 + +resultant parameter values + +a = -799.916 +b = 1284.01 +/ + + Iteration 3 + WSSR : 1.86821e+08 delta(WSSR)/WSSR : -0.0033319 + delta(WSSR) : -622468 limit for stopping : 1e-05 + lambda : 0.000707107 + +resultant parameter values + +a = -79558.9 +b = 1291.04 +/ + + Iteration 4 + WSSR : 1.57831e+08 delta(WSSR)/WSSR : -0.183673 + delta(WSSR) : -2.89894e+07 limit for stopping : 1e-05 + lambda : 7.07107e-05 + +resultant parameter values + +a = -4.71402e+06 +b = 1704.6 +/ + + Iteration 5 + WSSR : 1.4248e+08 delta(WSSR)/WSSR : -0.107743 + delta(WSSR) : -1.53512e+07 limit for stopping : 1e-05 + lambda : 7.07107e-06 + +resultant parameter values + +a = -1.12467e+07 +b = 2287.56 +/ + + Iteration 6 + WSSR : 1.42477e+08 delta(WSSR)/WSSR : -2.14129e-05 + delta(WSSR) : -3050.84 limit for stopping : 1e-05 + lambda : 7.07107e-07 + +resultant parameter values + +a = -1.13401e+07 +b = 2295.89 +/ + + Iteration 7 + WSSR : 1.42477e+08 delta(WSSR)/WSSR : -4.36753e-13 + delta(WSSR) : -6.22272e-05 limit for stopping : 1e-05 + lambda : 7.07107e-08 + +resultant parameter values + +a = -1.13401e+07 +b = 2295.89 + +After 7 iterations the fit converged. +final sum of squares of residuals : 1.42477e+08 +rel. change during last iteration : -4.36753e-13 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 691.456 +variance of residuals (reduced chisquare) = WSSR/ndf : 478111 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +a = -1.13401e+07 +/- 1.169e+06 (10.31%) +b = 2295.89 +/- 111.7 (4.866%) + + +correlation matrix of the fit parameters: + + a b +a 1.000 +b -0.934 1.000 + + + Iteration 0 + WSSR : 6.80731e+08 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.848453 + +initial set of free parameter values + +aa = 1 +bb = 1 +/ + + Iteration 1 + WSSR : 1.40112e+08 delta(WSSR)/WSSR : -3.85847 + delta(WSSR) : -5.40618e+08 limit for stopping : 1e-05 + lambda : 0.0848453 + +resultant parameter values + +aa = -4159.97 +bb = 4028.97 +/ + + Iteration 2 + WSSR : 7.54927e+07 delta(WSSR)/WSSR : -0.855972 + delta(WSSR) : -6.46196e+07 limit for stopping : 1e-05 + lambda : 0.00848453 + +resultant parameter values + +aa = -16955.4 +bb = 12511.5 +/ + + Iteration 3 + WSSR : 7.54457e+07 delta(WSSR)/WSSR : -0.000623127 + delta(WSSR) : -47012.2 limit for stopping : 1e-05 + lambda : 0.000848453 + +resultant parameter values + +aa = -17309.9 +bb = 12746.4 +/ + + Iteration 4 + WSSR : 7.54457e+07 delta(WSSR)/WSSR : -4.78216e-11 + delta(WSSR) : -0.00360793 limit for stopping : 1e-05 + lambda : 8.48453e-05 + +resultant parameter values + +aa = -17310 +bb = 12746.5 + +After 4 iterations the fit converged. +final sum of squares of residuals : 7.54457e+07 +rel. change during last iteration : -4.78216e-11 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 503.163 +variance of residuals (reduced chisquare) = WSSR/ndf : 253173 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aa = -17310 +/- 823 (4.754%) +bb = 12746.5 +/- 545.7 (4.282%) + + +correlation matrix of the fit parameters: + + aa bb +aa 1.000 +bb -0.999 1.000 + + + Iteration 0 + WSSR : 3.08678e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.848453 + +initial set of free parameter values + +aaa = 1 +bbb = 1 +/ + + Iteration 1 + WSSR : 51615.8 delta(WSSR)/WSSR : -58.8031 + delta(WSSR) : -3.03517e+06 limit for stopping : 1e-05 + lambda : 0.0848453 + +resultant parameter values + +aaa = -69.5385 +bbb = 147.63 +/ + + Iteration 2 + WSSR : 12648.2 delta(WSSR)/WSSR : -3.08087 + delta(WSSR) : -38967.5 limit for stopping : 1e-05 + lambda : 0.00848453 + +resultant parameter values + +aaa = -383.668 +bbb = 355.991 +/ + + Iteration 3 + WSSR : 12619.9 delta(WSSR)/WSSR : -0.002246 + delta(WSSR) : -28.3443 limit for stopping : 1e-05 + lambda : 0.000848453 + +resultant parameter values + +aaa = -392.373 +bbb = 361.76 +/ + + Iteration 4 + WSSR : 12619.9 delta(WSSR)/WSSR : -1.72365e-10 + delta(WSSR) : -2.17523e-06 limit for stopping : 1e-05 + lambda : 8.48453e-05 + +resultant parameter values + +aaa = -392.375 +bbb = 361.762 + +After 4 iterations the fit converged. +final sum of squares of residuals : 12619.9 +rel. change during last iteration : -1.72365e-10 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 6.50758 +variance of residuals (reduced chisquare) = WSSR/ndf : 42.3486 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaa = -392.375 +/- 10.64 (2.713%) +bbb = 361.762 +/- 7.058 (1.951%) + + +correlation matrix of the fit parameters: + + aaa bbb +aaa 1.000 +bbb -0.999 1.000 + + + Iteration 0 + WSSR : 3.126e+06 delta(WSSR)/WSSR : 0 + delta(WSSR) : 0 limit for stopping : 1e-05 + lambda : 0.70713 + +initial set of free parameter values + +aaaa = 1 +bbbb = 1 +/ + + Iteration 1 + WSSR : 69982.9 delta(WSSR)/WSSR : -43.668 + delta(WSSR) : -3.05601e+06 limit for stopping : 1e-05 + lambda : 0.070713 + +resultant parameter values + +aaaa = -13.0902 +bbbb = 101.869 +/ + + Iteration 2 + WSSR : 53138.8 delta(WSSR)/WSSR : -0.316984 + delta(WSSR) : -16844.1 limit for stopping : 1e-05 + lambda : 0.0070713 + +resultant parameter values + +aaaa = -1248.87 +bbbb = 111.795 +/ + + Iteration 3 + WSSR : 15887.3 delta(WSSR)/WSSR : -2.34474 + delta(WSSR) : -37251.5 limit for stopping : 1e-05 + lambda : 0.00070713 + +resultant parameter values + +aaaa = -7008.48 +bbbb = 157.274 +/ + + Iteration 4 + WSSR : 15806.2 delta(WSSR)/WSSR : -0.00513056 + delta(WSSR) : -81.0945 limit for stopping : 1e-05 + lambda : 7.0713e-05 + +resultant parameter values + +aaaa = -7289.9 +bbbb = 159.496 +/ + + Iteration 5 + WSSR : 15806.2 delta(WSSR)/WSSR : -1.2249e-09 + delta(WSSR) : -1.9361e-05 limit for stopping : 1e-05 + lambda : 7.0713e-06 + +resultant parameter values + +aaaa = -7290.04 +bbbb = 159.497 + +After 5 iterations the fit converged. +final sum of squares of residuals : 15806.2 +rel. change during last iteration : -1.2249e-09 + +degrees of freedom (FIT_NDF) : 298 +rms of residuals (FIT_STDFIT) = sqrt(WSSR/ndf) : 7.28292 +variance of residuals (reduced chisquare) = WSSR/ndf : 53.0409 + +Final set of parameters Asymptotic Standard Error +======================= ========================== + +aaaa = -7290.04 +/- 227.7 (3.124%) +bbbb = 159.497 +/- 1.847 (1.158%) + + +correlation matrix of the fit parameters: + + aaaa bbbb +aaaa 1.000 +bbbb -0.974 1.000 diff --git a/dokumentation/evolution3d/Xx4x4.gnuplot.script b/dokumentation/evolution3d/Xx4x4.gnuplot.script new file mode 100644 index 0000000..e4a19e8 --- /dev/null +++ b/dokumentation/evolution3d/Xx4x4.gnuplot.script @@ -0,0 +1,26 @@ +set datafile separator "," +f(x)=a*x+b +fit f(x) "Xx4x4.csv" every ::1 using 1:5 via a,b +set terminal png +set xlabel 'regularity' +set ylabel 'steps' +set output "Xx4x4_regularity-vs-steps.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5 title "4x4x4", "20171013_3dFit_5x4x4_100times.csv" every ::1 using 1:5 title "5x4x4", "20171005_3dFit_7x4x4_100times.csv" every ::1 using 1:5 title "7x4x4", f(x) title "lin. fit" lc rgb "black" +g(x)=aa*x+bb +fit g(x) "Xx4x4.csv" every ::1 using 3:5 via aa,bb +set xlabel 'improvement potential' +set ylabel 'steps' +set output "Xx4x4_improvement-vs-steps.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5 title "4x4x4", "20171013_3dFit_5x4x4_100times.csv" every ::1 using 3:5 title "5x4x4", "20171005_3dFit_7x4x4_100times.csv" every ::1 using 3:5 title "7x4x4", g(x) title "lin. fit" lc rgb "black" +h(x)=aaa*x+bbb +fit h(x) "Xx4x4.csv" every ::1 using 3:4 via aaa,bbb +set xlabel 'improvement potential' +set ylabel 'evolution error' +set output "Xx4x4_improvement-vs-evo-error.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 title "4x4x4", "20171013_3dFit_5x4x4_100times.csv" every ::1 using 3:4 title "5x4x4", "20171005_3dFit_7x4x4_100times.csv" every ::1 using 3:4 title "7x4x4", h(x) title "lin. fit" lc rgb "black" +i(x)=aaaa*x+bbbb +fit i(x) "Xx4x4.csv" every ::1 using 2:4 via aaaa,bbbb +set xlabel 'variability' +set ylabel 'evolution error' +set output "Xx4x4_variability-vs-evo-error.png" +plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 2:4 title "4x4x4", "20171013_3dFit_5x4x4_100times.csv" every ::1 using 2:4 title "5x4x4", "20171005_3dFit_7x4x4_100times.csv" every ::1 using 2:4 title "7x4x4", i(x) title "lin. fit" lc rgb "black" diff --git 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zoKrA{GBuHFPg}?8Ve6f%-wrkxXG`ZkD6u?N+D#oSJH6`a+rn7V6Dvte7?CgKVrVan zhFD6B@Z3}S&|c{=n!P);1L?m5ScG4$N)O|pAx{n{ljjZ>PDOQf)y>qLzpRi#Ql-mo zaeIDw<-O(ik`r2ga`v`$Dy%oI!}8J|1Ca2z`FiRjg!`GjA|?_NH%gxsoTN+`Mwec1O^6(ADGUoTsi0TD8T&OjreK zLKf^QRQ4`v9zV(`o19W-%+3u>wnoPRya(E7y!WD&2)dDtjsK#Q)yN8b`2-6ETK)Gp N26`sC#oEr4{{ecEqig^G literal 0 HcmV?d00001 diff --git a/dokumentation/evolution3d/combine.sh b/dokumentation/evolution3d/combine.sh index ea48c2f..e554650 100755 --- a/dokumentation/evolution3d/combine.sh +++ b/dokumentation/evolution3d/combine.sh @@ -14,10 +14,9 @@ set xlabel 'regularity' set ylabel 'steps' set output "${png}_regularity-vs-steps.png" plot \ - "$2" every ::1 using 1:5 title "$2", \ - "$3" every ::1 using 1:5 title "$3", \ - "$4" every ::1 using 1:5 title "$4", \ - "$5" every ::1 using 1:5 title "$5", \ + "$2" every ::1 using 1:5 title "$3", \ + "$4" every ::1 using 1:5 title "$5", \ + "$6" every ::1 using 1:5 title "$7", \ f(x) title "lin. fit" lc rgb "black" g(x)=aa*x+bb fit g(x) "$data" every ::1 using 3:5 via aa,bb @@ -25,10 +24,9 @@ set xlabel 'improvement potential' set ylabel 'steps' set output "${png}_improvement-vs-steps.png" plot \ - "$2" every ::1 using 3:5 title "$2", \ - "$3" every ::1 using 3:5 title "$3", \ - "$4" every ::1 using 3:5 title "$4", \ - "$5" every ::1 using 3:5 title "$5", \ + "$2" every ::1 using 3:5 title "$3", \ + "$4" every ::1 using 3:5 title "$5", \ + "$6" every ::1 using 3:5 title "$7", \ g(x) title "lin. fit" lc rgb "black" h(x)=aaa*x+bbb fit h(x) "$data" every ::1 using 3:4 via aaa,bbb @@ -36,10 +34,9 @@ set xlabel 'improvement potential' set ylabel 'evolution error' set output "${png}_improvement-vs-evo-error.png" plot \ - "$2" every ::1 using 3:4 title "$2", \ - "$3" every ::1 using 3:4 title "$3", \ - "$4" every ::1 using 3:4 title "$4", \ - "$5" every ::1 using 3:4 title "$5", \ + "$2" every ::1 using 3:4 title "$3", \ + "$4" every ::1 using 3:4 title "$5", \ + "$6" every ::1 using 3:4 title "$7", \ h(x) title "lin. fit" lc rgb "black" i(x)=aaaa*x+bbbb fit i(x) "$data" every ::1 using 2:4 via aaaa,bbbb @@ -47,10 +44,9 @@ set xlabel 'variability' set ylabel 'evolution error' set output "${png}_variability-vs-evo-error.png" plot \ - "$2" every ::1 using 2:4 title "$2", \ - "$3" every ::1 using 2:4 title "$3", \ - "$4" every ::1 using 2:4 title "$4", \ - "$5" every ::1 using 2:4 title "$5", \ + "$2" every ::1 using 2:4 title "$3", \ + "$4" every ::1 using 2:4 title "$5", \ + "$6" every ::1 using 2:4 title "$7", \ i(x) title "lin. fit" lc rgb "black" EOD ) > "${png}.gnuplot.script"