From b5c9630a4d90a9515e8087c46a3d48eabccc9a68 Mon Sep 17 00:00:00 2001
From: Stefan Dresselhaus <sdressel@techfak.uni-bielefeld.de>
Date: Sun, 1 Oct 2017 20:14:34 +0200
Subject: [PATCH] more graphs for evo3d

---
 ...70926_3dFit_4x4x4_100times.gnuplot.fit.log |   6 +-
 ...170926_3dFit_4x4x4_100times.gnuplot.script |  12 +-
 ...x4x4_100times_improvement-vs-evo-error.png | Bin 5960 -> 6064 bytes
 ...it_4x4x4_100times_improvement-vs-steps.png | Bin 6060 -> 6071 bytes
 ...Fit_4x4x4_100times_regularity-vs-steps.png | Bin 5592 -> 5694 bytes
 ...70926_3dFit_5x5x5_100times.gnuplot.fit.log |   6 +-
 ...170926_3dFit_5x5x5_100times.gnuplot.script |  12 +-
 ...x5x5_100times_improvement-vs-evo-error.png | Bin 5993 -> 6036 bytes
 ...it_5x5x5_100times_improvement-vs-steps.png | Bin 5639 -> 5457 bytes
 ...Fit_5x5x5_100times_regularity-vs-steps.png | Bin 5336 -> 5117 bytes
 .../evolution3d/20170926_3dFit_both.csv       | 201 ++++++++++++++
 .../20170926_3dFit_both.gnuplot.fit.log       | 138 +++++++++
 .../20170926_3dFit_both.gnuplot.log           | 261 ++++++++++++++++++
 .../20170926_3dFit_both.gnuplot.script        |  20 ++
 ...26_3dFit_both_improvement-vs-evo-error.png | Bin 0 -> 8260 bytes
 ...170926_3dFit_both_improvement-vs-steps.png | Bin 0 -> 7839 bytes
 ...0170926_3dFit_both_regularity-vs-steps.png | Bin 0 -> 8108 bytes
 dokumentation/evolution3d/combine.sh          |  33 +++
 dokumentation/evolution3d/images.sh           |  12 +-
 19 files changed, 686 insertions(+), 15 deletions(-)
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both.csv
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both.gnuplot.fit.log
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both.gnuplot.log
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both.gnuplot.script
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both_improvement-vs-evo-error.png
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both_improvement-vs-steps.png
 create mode 100644 dokumentation/evolution3d/20170926_3dFit_both_regularity-vs-steps.png
 create mode 100755 dokumentation/evolution3d/combine.sh

diff --git a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.fit.log b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.fit.log
index 94274d4..a612cb1 100644
--- a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.fit.log
+++ b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.fit.log
@@ -1,7 +1,7 @@
 
 
 *******************************************************************************
-Wed Sep 27 11:56:04 2017
+Sun Oct  1 20:12:40 2017
 
 
 FIT:    data read from "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5
@@ -47,7 +47,7 @@ b              -0.992  1.000
 
 
 *******************************************************************************
-Wed Sep 27 11:56:04 2017
+Sun Oct  1 20:12:40 2017
 
 
 FIT:    data read from "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5
@@ -93,7 +93,7 @@ bb             -1.000  1.000
 
 
 *******************************************************************************
-Wed Sep 27 11:56:04 2017
+Sun Oct  1 20:12:40 2017
 
 
 FIT:    data read from "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4
diff --git a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.script b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.script
index 3ea9647..ec815f2 100644
--- a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.script
+++ b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times.gnuplot.script
@@ -2,13 +2,19 @@ set datafile separator ","
 f(x)=a*x+b
 fit f(x) "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5 via a,b
 set terminal png
+set xlabel 'regularity'
+set ylabel 'steps'
 set output "20170926_3dFit_4x4x4_100times_regularity-vs-steps.png"
-plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5 title "regularity vs. steps", f(x) lc rgb "black"
+plot "20170926_3dFit_4x4x4_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) "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5 via aa,bb
+set xlabel 'improvement potential'
+set ylabel 'steps'
 set output "20170926_3dFit_4x4x4_100times_improvement-vs-steps.png"
-plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5 title "improvement potential vs. steps", g(x) lc rgb "black"
+plot "20170926_3dFit_4x4x4_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) "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 via aaa,bbb
+set xlabel 'improvement potential'
+set ylabel 'evolution error'
 set output "20170926_3dFit_4x4x4_100times_improvement-vs-evo-error.png"
-plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 title "improvement potential vs. evolution error", h(x) lc rgb "black"
+plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 title "data", h(x) title "lin. fit" lc rgb "black"
diff --git a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times_improvement-vs-evo-error.png b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times_improvement-vs-evo-error.png
index 8f38682f58f114e8c99a7269ee80bd5c64df2373..922e7e02a3005f7e6f44068c24c6d930c9cc76a7 100644
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diff --git a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times_improvement-vs-steps.png b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times_improvement-vs-steps.png
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diff --git a/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times_regularity-vs-steps.png b/dokumentation/evolution3d/20170926_3dFit_4x4x4_100times_regularity-vs-steps.png
index c5f9175446561034dfdbcf989905618cca04c051..cc31f6119537b025688c5b455d50cbdd01a8c809 100644
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diff --git a/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.fit.log b/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.fit.log
index 6d8ffb1..2c351b1 100644
--- a/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.fit.log
+++ b/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.fit.log
@@ -1,7 +1,7 @@
 
 
 *******************************************************************************
-Wed Sep 27 22:04:33 2017
+Sun Oct  1 20:12:42 2017
 
 
 FIT:    data read from "20170926_3dFit_5x5x5_100times.csv" every ::1 using 1:5
@@ -47,7 +47,7 @@ b              -0.970  1.000
 
 
 *******************************************************************************
-Wed Sep 27 22:04:33 2017
+Sun Oct  1 20:12:42 2017
 
 
 FIT:    data read from "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:5
@@ -93,7 +93,7 @@ bb             -1.000  1.000
 
 
 *******************************************************************************
-Wed Sep 27 22:04:33 2017
+Sun Oct  1 20:12:42 2017
 
 
 FIT:    data read from "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:4
diff --git a/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.script b/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.script
index 9a9324f..595e1dc 100644
--- a/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.script
+++ b/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times.gnuplot.script
@@ -2,13 +2,19 @@ set datafile separator ","
 f(x)=a*x+b
 fit f(x) "20170926_3dFit_5x5x5_100times.csv" every ::1 using 1:5 via a,b
 set terminal png
+set xlabel 'regularity'
+set ylabel 'steps'
 set output "20170926_3dFit_5x5x5_100times_regularity-vs-steps.png"
-plot "20170926_3dFit_5x5x5_100times.csv" every ::1 using 1:5 title "regularity vs. steps", f(x) lc rgb "black"
+plot "20170926_3dFit_5x5x5_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) "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:5 via aa,bb
+set xlabel 'improvement potential'
+set ylabel 'steps'
 set output "20170926_3dFit_5x5x5_100times_improvement-vs-steps.png"
-plot "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:5 title "improvement potential vs. steps", g(x) lc rgb "black"
+plot "20170926_3dFit_5x5x5_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) "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:4 via aaa,bbb
+set xlabel 'improvement potential'
+set ylabel 'evolution error'
 set output "20170926_3dFit_5x5x5_100times_improvement-vs-evo-error.png"
-plot "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:4 title "improvement potential vs. evolution error", h(x) lc rgb "black"
+plot "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:4 title "data", h(x) title "lin. fit" lc rgb "black"
diff --git a/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times_improvement-vs-evo-error.png b/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times_improvement-vs-evo-error.png
index 1f15636db0ee5e1e5777a629ec8a7c2c439cf41d..362301e84fab9589a428b3d03c147fcaddcc4589 100644
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diff --git a/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times_improvement-vs-steps.png b/dokumentation/evolution3d/20170926_3dFit_5x5x5_100times_improvement-vs-steps.png
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diff --git a/dokumentation/evolution3d/20170926_3dFit_both.csv b/dokumentation/evolution3d/20170926_3dFit_both.csv
new file mode 100644
index 0000000..21d1221
--- /dev/null
+++ b/dokumentation/evolution3d/20170926_3dFit_both.csv
@@ -0,0 +1,201 @@
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+7.27714e-05,0.00592209,0.626926,119.866.,2128
+4.84641e-05,0.00592209,0.608054,119.676.,2408
+6.66562e-05,0.00592209,0.603902,128.957.,1668
+5.99872e-05,0.00592209,0.63676,108.467.,3448
+7.73127e-05,0.00592209,0.62232,123.353.,1551
+6.67597e-05,0.00592209,0.621411,123.301.,2180
+5.2819e-05,0.00592209,0.617515,114.838.,4096
+5.29257e-05,0.00592209,0.622611,118.611.,1973
+5.35212e-05,0.00592209,0.62533,109.616.,3424
+7.1947e-05,0.00592209,0.632331,113.565.,2905
+5.04311e-05,0.00592209,0.611559,120.01.,2147
+6.57161e-05,0.00592209,0.617789,125.441.,1820
+5.18695e-05,0.00592209,0.610402,122.541.,2430
+6.47262e-05,0.00592209,0.609141,123.169.,1989
+5.87925e-05,0.00592209,0.61627,117.344.,2143
+4.36904e-05,0.00592209,0.631954,112.674.,3526
+6.45195e-05,0.00592209,0.614402,118.787.,1765
+5.8354e-05,0.00592209,0.615515,112.061.,2368
+7.14669e-05,0.00592209,0.628382,110.262.,1923
+7.24908e-05,0.00592209,0.610848,116.504.,1830
+5.98617e-05,0.00592209,0.622949,109.607.,3609
+5.90411e-05,0.00592209,0.629175,122.198.,1859
+5.25569e-05,0.00592209,0.621253,124.527.,1876
+5.86979e-05,0.00592209,0.612603,120.886.,2916
+4.73113e-05,0.00592209,0.610586,119.176.,2072
+5.8777e-05,0.00592209,0.62863,121.081.,2338
+5.6608e-05,0.00592209,0.617215,121.038.,3021
+5.74614e-05,0.00592209,0.626088,112.392.,2182
+6.86466e-05,0.00592209,0.631893,121.148.,2246
+4.77969e-05,0.00592209,0.635218,117.053.,2939
+5.50553e-05,0.00592209,0.610707,123.651.,1417
+6.89628e-05,0.00592209,0.638474,128.446.,1840
+6.85622e-05,0.00592209,0.620769,115.527.,2116
+5.28017e-05,0.00592209,0.614948,121.456.,2178
+7.06916e-05,0.00592209,0.61804,127.418.,2354
+6.81788e-05,0.00592209,0.616056,113.541.,2768
+7.89711e-05,0.00592209,0.615108,116.805.,2293
+5.84297e-05,0.00592209,0.612733,123.244.,2206
+5.53374e-05,0.00592209,0.605062,123.095.,1902
+5.51739e-05,0.00592209,0.631543,115.9.,3145
+6.9413e-05,0.00592209,0.59103,124.024.,1475
+5.08739e-05,0.00592209,0.621454,114.685.,3356
+5.95256e-05,0.00592209,0.626188,113.428.,2336
+5.63659e-05,0.00592209,0.618554,117.456.,2105
+6.32019e-05,0.00592209,0.616926,122.15.,1799
+6.05333e-05,0.00592209,0.613481,124.576.,1873
+5.35997e-05,0.00592209,0.621122,113.63.,2834
+5.94187e-05,0.00592209,0.606925,126.608.,1970
+6.52182e-05,0.00592209,0.610882,129.916.,1246
+6.78626e-05,0.00592209,0.608581,119.673.,2155
+5.12495e-05,0.00592209,0.6262,116.233.,3037
+6.7083e-05,0.00592209,0.608299,125.086.,1595
+6.74099e-05,0.00592209,0.620429,112.897.,2800
+7.0689e-05,0.0115666,0.73748,73.9627.,781
+8.30021e-05,0.0115666,0.733986,79.3303.,965
+0.000115663,0.0115666,0.754351,72.8373.,1029
+0.000115101,0.0115666,0.761361,60.0032.,1435
+0.000130222,0.0115666,0.760933,80.1321.,1189
+0.000134453,0.0115666,0.765,66.1526.,1209
+0.000108858,0.0115666,0.741158,74.6032.,940
+0.000100633,0.0115666,0.742555,71.3161.,874
+9.22496e-05,0.0115666,0.750011,71.9377.,1407
+7.41514e-05,0.0115666,0.742094,70.127.,1525
+0.000149467,0.0115666,0.75484,61.7195.,1705
+0.000168885,0.0115666,0.73862,86.6101.,593
+0.000122462,0.0115666,0.731222,77.235.,770
+0.000117266,0.0115666,0.757041,70.3058.,1136
+0.000119127,0.0115666,0.747804,73.3268.,890
+0.000124455,0.0115666,0.748928,72.8603.,743
+9.47125e-05,0.0115666,0.738797,70.5867.,1935
+7.9171e-05,0.0115666,0.741438,79.8851.,1007
+9.00926e-05,0.0115666,0.729562,89.169.,854
+9.71306e-05,0.0115666,0.73793,86.3505.,849
+0.000113959,0.0115666,0.738424,77.8282.,842
+0.000108279,0.0115666,0.755674,70.418.,1942
+6.42834e-05,0.0115666,0.740169,82.3889.,861
+8.8094e-05,0.0115666,0.737385,80.3257.,902
+8.57496e-05,0.0115666,0.731752,85.6612.,649
+7.97196e-05,0.0115666,0.764609,76.2377.,671
+0.000107926,0.0115666,0.747697,76.8062.,905
+5.63544e-05,0.0115666,0.740041,75.0253.,1091
+0.000127036,0.0115666,0.746509,73.6296.,1218
+8.93177e-05,0.0115666,0.750775,71.8145.,1018
+7.13592e-05,0.0115666,0.746741,82.1172.,1052
+0.000121511,0.0115666,0.747184,68.4228.,1322
+0.000154913,0.0115666,0.736936,74.5628.,937
+0.000120138,0.0115666,0.75356,82.4297.,698
+5.97068e-05,0.0115666,0.744391,74.6568.,952
+0.000104185,0.0115666,0.7341,76.5874.,1223
+0.000123751,0.0115666,0.735266,82.2821.,715
+0.000108341,0.0115666,0.744947,71.321.,1058
+9.75329e-05,0.0115666,0.746476,80.1887.,1033
+6.51759e-05,0.0115666,0.754359,60.0022.,3631
+9.35949e-05,0.0115666,0.733867,73.5674.,1300
+8.56673e-05,0.0115666,0.744773,68.7547.,1081
+7.41782e-05,0.0115666,0.754371,97.4154.,907
+0.000111943,0.0115666,0.749778,81.1639.,1013
+8.48407e-05,0.0115666,0.726201,82.2747.,473
+6.14894e-05,0.0115666,0.746102,70.415.,938
+6.76652e-05,0.0115666,0.736705,72.564.,881
+9.73343e-05,0.0115666,0.754973,70.1961.,1019
+9.54201e-05,0.0115666,0.718442,83.8507.,762
+7.51464e-05,0.0115666,0.736317,82.3622.,646
+0.000105639,0.0115666,0.741073,74.3285.,1122
+0.000131041,0.0115666,0.735624,84.2108.,860
+0.000136142,0.0115666,0.754096,69.7744.,1124
+8.76576e-05,0.0115666,0.734191,82.1376.,889
+8.54651e-05,0.0115666,0.731117,74.2818.,715
+0.000121696,0.0115666,0.736555,78.989.,1029
+0.000124672,0.0115666,0.748948,82.2812.,939
+0.000135654,0.0115666,0.738358,74.0614.,1106
+7.8306e-05,0.0115666,0.73738,83.257.,390
+0.000117894,0.0115666,0.756543,72.454.,1223
+0.000107745,0.0115666,0.729775,71.9554.,1000
+0.000177142,0.0115666,0.733159,93.8159.,756
+0.000120879,0.0115666,0.752328,64.5602.,979
+0.000160079,0.0115666,0.737225,81.597.,836
+0.000108096,0.0115666,0.737118,74.8947.,802
+0.000104671,0.0115666,0.746382,71.937.,1625
+8.82439e-05,0.0115666,0.739388,82.8423.,728
+0.000128997,0.0115666,0.754149,66.0827.,1490
+0.0001338,0.0115666,0.751957,79.8222.,859
+0.000112858,0.0115666,0.745379,80.2208.,729
+0.000114923,0.0115666,0.749297,76.7288.,856
+7.53845e-05,0.0115666,0.748722,75.2866.,842
+7.55779e-05,0.0115666,0.77028,75.6383.,970
+8.87548e-05,0.0115666,0.743615,79.3073.,806
+8.4754e-05,0.0115666,0.760469,69.5742.,1140
+0.000129571,0.0115666,0.745269,76.4946.,975
+0.000110111,0.0115666,0.737088,92.7633.,599
+6.87804e-05,0.0115666,0.744389,83.3937.,775
+0.000101892,0.0115666,0.743134,83.8943.,728
+0.000105793,0.0115666,0.742164,73.5603.,1486
+0.000108123,0.0115666,0.751606,76.8801.,1162
+0.000109415,0.0115666,0.75257,70.703.,1264
+0.000118515,0.0115666,0.746588,69.1493.,1822
+0.000143603,0.0115666,0.762834,79.6539.,647
+8.09027e-05,0.0115666,0.74586,83.4016.,810
+8.85206e-05,0.0115666,0.719237,88.5801.,1201
+9.85622e-05,0.0115666,0.73017,85.8292.,843
+0.000116044,0.0115666,0.741297,72.5448.,1369
+0.000104403,0.0115666,0.737101,82.2857.,788
+0.000106433,0.0115666,0.741242,83.8247.,1129
+6.46802e-05,0.0115666,0.746106,78.3849.,497
+8.77417e-05,0.0115666,0.744569,84.6062.,810
+0.000103672,0.0115666,0.739614,75.7662.,1202
+7.23422e-05,0.0115666,0.742384,78.4256.,687
+7.63333e-05,0.0115666,0.740292,68.3999.,1707
+0.000167486,0.0115666,0.735526,72.1529.,1386
+8.76744e-05,0.0115666,0.736893,78.0544.,775
+7.8021e-05,0.0115666,0.740389,89.1144.,578
+7.86278e-05,0.0115666,0.722219,86.8059.,708
+0.000152359,0.0115666,0.740523,75.2054.,976
diff --git a/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.fit.log b/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.fit.log
new file mode 100644
index 0000000..d40408a
--- /dev/null
+++ b/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.fit.log
@@ -0,0 +1,138 @@
+
+
+*******************************************************************************
+Sun Oct  1 20:12:38 2017
+
+
+FIT:    data read from "20170926_3dFit_both.csv" every ::1 using 1:5
+        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        : 6.57855e+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 : 7.34036e+07
+rel. change during last iteration : -3.02117e-11
+
+degrees of freedom    (FIT_NDF)                        : 198
+rms of residuals      (FIT_STDFIT) = sqrt(WSSR/ndf)    : 608.872
+variance of residuals (reduced chisquare) = WSSR/ndf   : 370725
+
+Final set of parameters            Asymptotic Standard Error
+=======================            ==========================
+
+a               = -1.68921e+07     +/- 1.511e+06    (8.945%)
+b               = 3032.87          +/- 131.7        (4.343%)
+
+
+correlation matrix of the fit parameters:
+
+               a      b      
+a               1.000 
+b              -0.945  1.000 
+
+
+*******************************************************************************
+Sun Oct  1 20:12:38 2017
+
+
+FIT:    data read from "20170926_3dFit_both.csv" every ::1 using 3:5
+        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        : 6.57424e+08       delta(WSSR)/WSSR   : 0
+ delta(WSSR) : 0                 limit for stopping : 1e-05
+ lambda	  : 0.856516
+
+initial set of free parameter values
+
+aa              = 1
+bb              = 1
+
+After 4 iterations the fit converged.
+final sum of squares of residuals : 5.05827e+07
+rel. change during last iteration : -1.56089e-12
+
+degrees of freedom    (FIT_NDF)                        : 198
+rms of residuals      (FIT_STDFIT) = sqrt(WSSR/ndf)    : 505.439
+variance of residuals (reduced chisquare) = WSSR/ndf   : 255468
+
+Final set of parameters            Asymptotic Standard Error
+=======================            ==========================
+
+aa              = -9234.91         +/- 561.3        (6.078%)
+bb              = 7926.36          +/- 383.7        (4.84%)
+
+
+correlation matrix of the fit parameters:
+
+               aa     bb     
+aa              1.000 
+bb             -0.996  1.000 
+
+
+*******************************************************************************
+Sun Oct  1 20:12:38 2017
+
+
+FIT:    data read from "20170926_3dFit_both.csv" every ::1 using 3:4
+        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        : 1.95631e+06       delta(WSSR)/WSSR   : 0
+ delta(WSSR) : 0                 limit for stopping : 1e-05
+ lambda	  : 0.856516
+
+initial set of free parameter values
+
+aaa             = 1
+bbb             = 1
+
+After 4 iterations the fit converged.
+final sum of squares of residuals : 5749.96
+rel. change during last iteration : -1.9804e-11
+
+degrees of freedom    (FIT_NDF)                        : 198
+rms of residuals      (FIT_STDFIT) = sqrt(WSSR/ndf)    : 5.3889
+variance of residuals (reduced chisquare) = WSSR/ndf   : 29.0402
+
+Final set of parameters            Asymptotic Standard Error
+=======================            ==========================
+
+aaa             = -333.854         +/- 5.984        (1.793%)
+bbb             = 325.32           +/- 4.091        (1.257%)
+
+
+correlation matrix of the fit parameters:
+
+               aaa    bbb    
+aaa             1.000 
+bbb            -0.996  1.000 
diff --git a/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.log b/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.log
new file mode 100644
index 0000000..45ac2dd
--- /dev/null
+++ b/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.log
@@ -0,0 +1,261 @@
+
+
+ Iteration 0
+ WSSR        : 6.57855e+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        : 1.19742e+08       delta(WSSR)/WSSR   : -4.49394
+ delta(WSSR) : -5.38113e+08      limit for stopping : 1e-05
+ lambda	  : 0.0707107
+
+resultant parameter values
+
+a               = -4.3512
+b               = 1637.21
+/
+
+ Iteration 2
+ WSSR        : 1.19736e+08       delta(WSSR)/WSSR   : -5.30831e-05
+ delta(WSSR) : -6355.94          limit for stopping : 1e-05
+ lambda	  : 0.00707107
+
+resultant parameter values
+
+a               = -552.932
+b               = 1641.35
+/
+
+ Iteration 3
+ WSSR        : 1.19436e+08       delta(WSSR)/WSSR   : -0.00250746
+ delta(WSSR) : -299482           limit for stopping : 1e-05
+ lambda	  : 0.000707107
+
+resultant parameter values
+
+a               = -55233.5
+b               = 1645.85
+/
+
+ Iteration 4
+ WSSR        : 9.96328e+07       delta(WSSR)/WSSR   : -0.198762
+ delta(WSSR) : -1.98032e+07      limit for stopping : 1e-05
+ lambda	  : 7.07107e-05
+
+resultant parameter values
+
+a               = -4.18279e+06
+b               = 1985.88
+/
+
+ Iteration 5
+ WSSR        : 7.3427e+07        delta(WSSR)/WSSR   : -0.356896
+ delta(WSSR) : -2.62058e+07      limit for stopping : 1e-05
+ lambda	  : 7.07107e-06
+
+resultant parameter values
+
+a               = -1.65125e+07
+b               = 3001.59
+/
+
+ Iteration 6
+ WSSR        : 7.34036e+07       delta(WSSR)/WSSR   : -0.000318847
+ delta(WSSR) : -23404.6          limit for stopping : 1e-05
+ lambda	  : 7.07107e-07
+
+resultant parameter values
+
+a               = -1.6892e+07
+b               = 3032.86
+/
+
+ Iteration 7
+ WSSR        : 7.34036e+07       delta(WSSR)/WSSR   : -3.02117e-11
+ delta(WSSR) : -0.00221765       limit for stopping : 1e-05
+ lambda	  : 7.07107e-08
+
+resultant parameter values
+
+a               = -1.68921e+07
+b               = 3032.87
+
+After 7 iterations the fit converged.
+final sum of squares of residuals : 7.34036e+07
+rel. change during last iteration : -3.02117e-11
+
+degrees of freedom    (FIT_NDF)                        : 198
+rms of residuals      (FIT_STDFIT) = sqrt(WSSR/ndf)    : 608.872
+variance of residuals (reduced chisquare) = WSSR/ndf   : 370725
+
+Final set of parameters            Asymptotic Standard Error
+=======================            ==========================
+
+a               = -1.68921e+07     +/- 1.511e+06    (8.945%)
+b               = 3032.87          +/- 131.7        (4.343%)
+
+
+correlation matrix of the fit parameters:
+
+               a      b      
+a               1.000 
+b              -0.945  1.000 
+
+
+ Iteration 0
+ WSSR        : 6.57424e+08       delta(WSSR)/WSSR   : 0
+ delta(WSSR) : 0                 limit for stopping : 1e-05
+ lambda	  : 0.856516
+
+initial set of free parameter values
+
+aa              = 1
+bb              = 1
+/
+
+ Iteration 1
+ WSSR        : 7.68973e+07       delta(WSSR)/WSSR   : -7.54938
+ delta(WSSR) : -5.80527e+08      limit for stopping : 1e-05
+ lambda	  : 0.0856516
+
+resultant parameter values
+
+aa              = -3543.05
+bb              = 4037.81
+/
+
+ Iteration 2
+ WSSR        : 5.05872e+07       delta(WSSR)/WSSR   : -0.520094
+ delta(WSSR) : -2.63101e+07      limit for stopping : 1e-05
+ lambda	  : 0.00856516
+
+resultant parameter values
+
+aa              = -9160.46
+bb              = 7875.55
+/
+
+ Iteration 3
+ WSSR        : 5.05827e+07       delta(WSSR)/WSSR   : -8.8937e-05
+ delta(WSSR) : -4498.67          limit for stopping : 1e-05
+ lambda	  : 0.000856516
+
+resultant parameter values
+
+aa              = -9234.9
+bb              = 7926.35
+/
+
+ Iteration 4
+ WSSR        : 5.05827e+07       delta(WSSR)/WSSR   : -1.56089e-12
+ delta(WSSR) : -7.89538e-05      limit for stopping : 1e-05
+ lambda	  : 8.56516e-05
+
+resultant parameter values
+
+aa              = -9234.91
+bb              = 7926.36
+
+After 4 iterations the fit converged.
+final sum of squares of residuals : 5.05827e+07
+rel. change during last iteration : -1.56089e-12
+
+degrees of freedom    (FIT_NDF)                        : 198
+rms of residuals      (FIT_STDFIT) = sqrt(WSSR/ndf)    : 505.439
+variance of residuals (reduced chisquare) = WSSR/ndf   : 255468
+
+Final set of parameters            Asymptotic Standard Error
+=======================            ==========================
+
+aa              = -9234.91         +/- 561.3        (6.078%)
+bb              = 7926.36          +/- 383.7        (4.84%)
+
+
+correlation matrix of the fit parameters:
+
+               aa     bb     
+aa              1.000 
+bb             -0.996  1.000 
+
+
+ Iteration 0
+ WSSR        : 1.95631e+06       delta(WSSR)/WSSR   : 0
+ delta(WSSR) : 0                 limit for stopping : 1e-05
+ lambda	  : 0.856516
+
+initial set of free parameter values
+
+aaa             = 1
+bbb             = 1
+/
+
+ Iteration 1
+ WSSR        : 43713             delta(WSSR)/WSSR   : -43.7534
+ delta(WSSR) : -1.91259e+06      limit for stopping : 1e-05
+ lambda	  : 0.0856516
+
+resultant parameter values
+
+aaa             = -117.722
+bbb             = 177.579
+/
+
+ Iteration 2
+ WSSR        : 5756.45           delta(WSSR)/WSSR   : -6.59375
+ delta(WSSR) : -37956.6          limit for stopping : 1e-05
+ lambda	  : 0.00856516
+
+resultant parameter values
+
+aaa             = -331.026
+bbb             = 323.391
+/
+
+ Iteration 3
+ WSSR        : 5749.96           delta(WSSR)/WSSR   : -0.00112851
+ delta(WSSR) : -6.48891          limit for stopping : 1e-05
+ lambda	  : 0.000856516
+
+resultant parameter values
+
+aaa             = -333.853
+bbb             = 325.32
+/
+
+ Iteration 4
+ WSSR        : 5749.96           delta(WSSR)/WSSR   : -1.9804e-11
+ delta(WSSR) : -1.13872e-07      limit for stopping : 1e-05
+ lambda	  : 8.56516e-05
+
+resultant parameter values
+
+aaa             = -333.854
+bbb             = 325.32
+
+After 4 iterations the fit converged.
+final sum of squares of residuals : 5749.96
+rel. change during last iteration : -1.9804e-11
+
+degrees of freedom    (FIT_NDF)                        : 198
+rms of residuals      (FIT_STDFIT) = sqrt(WSSR/ndf)    : 5.3889
+variance of residuals (reduced chisquare) = WSSR/ndf   : 29.0402
+
+Final set of parameters            Asymptotic Standard Error
+=======================            ==========================
+
+aaa             = -333.854         +/- 5.984        (1.793%)
+bbb             = 325.32           +/- 4.091        (1.257%)
+
+
+correlation matrix of the fit parameters:
+
+               aaa    bbb    
+aaa             1.000 
+bbb            -0.996  1.000 
diff --git a/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.script b/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.script
new file mode 100644
index 0000000..6c96ac1
--- /dev/null
+++ b/dokumentation/evolution3d/20170926_3dFit_both.gnuplot.script
@@ -0,0 +1,20 @@
+set datafile separator ","
+f(x)=a*x+b
+fit f(x) "20170926_3dFit_both.csv" every ::1 using 1:5 via a,b
+set terminal png
+set xlabel 'regularity'
+set ylabel 'steps'
+set output "20170926_3dFit_both_regularity-vs-steps.png"
+plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 1:5 title "20170926_3dFit_4x4x4_100times.csv", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 1:5 title "20170926_3dFit_5x5x5_100times.csv", f(x) title "lin. fit" lc rgb "black"
+g(x)=aa*x+bb
+fit g(x) "20170926_3dFit_both.csv" every ::1 using 3:5 via aa,bb
+set xlabel 'improvement potential'
+set ylabel 'steps'
+set output "20170926_3dFit_both_improvement-vs-steps.png"
+plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:5 title "20170926_3dFit_4x4x4_100times.csv", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:5 title "20170926_3dFit_5x5x5_100times.csv", g(x) title "lin. fit" lc rgb "black"
+h(x)=aaa*x+bbb
+fit h(x) "20170926_3dFit_both.csv" every ::1 using 3:4 via aaa,bbb
+set xlabel 'improvement potential'
+set ylabel 'evolution error'
+set output "20170926_3dFit_both_improvement-vs-evo-error.png"
+plot "20170926_3dFit_4x4x4_100times.csv" every ::1 using 3:4 title "20170926_3dFit_4x4x4_100times.csv", "20170926_3dFit_5x5x5_100times.csv" every ::1 using 3:4 title "20170926_3dFit_5x5x5_100times.csv", h(x) title "lin. fit" lc rgb "black"
diff --git a/dokumentation/evolution3d/20170926_3dFit_both_improvement-vs-evo-error.png b/dokumentation/evolution3d/20170926_3dFit_both_improvement-vs-evo-error.png
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diff --git a/dokumentation/evolution3d/combine.sh b/dokumentation/evolution3d/combine.sh
new file mode 100755
index 0000000..f6aef80
--- /dev/null
+++ b/dokumentation/evolution3d/combine.sh
@@ -0,0 +1,33 @@
+#!/bin/bash
+
+if [[ $# -eq 0 ]]; then
+    echo "usage: $0 <DATA.csv>"
+else
+    data="$1";
+    png="`echo $1 | sed -s "s/\.csv$//"`" # strip ending
+    (cat <<EOD
+set datafile separator ","
+f(x)=a*x+b
+fit f(x) "$data" every ::1 using 1:5 via a,b
+set terminal png
+set xlabel 'regularity'
+set ylabel 'steps'
+set output "${png}_regularity-vs-steps.png"
+plot "$2" every ::1 using 1:5 title "$2", "$3" every ::1 using 1:5 title "$3", f(x) title "lin. fit" lc rgb "black"
+g(x)=aa*x+bb
+fit g(x) "$data" every ::1 using 3:5 via aa,bb
+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 "$3", g(x) title "lin. fit" lc rgb "black"
+h(x)=aaa*x+bbb
+fit h(x) "$data" every ::1 using 3:4 via aaa,bbb
+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 "$3", h(x) title "lin. fit" lc rgb "black"
+EOD
+) > "${png}.gnuplot.script" 
+    gnuplot "${png}.gnuplot.script" 2> "${png}.gnuplot.log"
+    mv fit.log "${png}.gnuplot.fit.log"
+fi
diff --git a/dokumentation/evolution3d/images.sh b/dokumentation/evolution3d/images.sh
index 0289ce3..359de55 100755
--- a/dokumentation/evolution3d/images.sh
+++ b/dokumentation/evolution3d/images.sh
@@ -10,16 +10,22 @@ set datafile separator ","
 f(x)=a*x+b
 fit f(x) "$data" every ::1 using 1:5 via a,b
 set terminal png
+set xlabel 'regularity'
+set ylabel 'steps'
 set output "${png}_regularity-vs-steps.png"
-plot "$data" every ::1 using 1:5 title "regularity vs. steps", f(x) lc rgb "black"
+plot "$data" every ::1 using 1:5 title "data", f(x) title "lin. fit" lc rgb "black"
 g(x)=aa*x+bb
 fit g(x) "$data" every ::1 using 3:5 via aa,bb
+set xlabel 'improvement potential'
+set ylabel 'steps'
 set output "${png}_improvement-vs-steps.png"
-plot "$data" every ::1 using 3:5 title "improvement potential vs. steps", g(x) lc rgb "black"
+plot "$data" every ::1 using 3:5 title "data", g(x) title "lin. fit" lc rgb "black"
 h(x)=aaa*x+bbb
 fit h(x) "$data" every ::1 using 3:4 via aaa,bbb
+set xlabel 'improvement potential'
+set ylabel 'evolution error'
 set output "${png}_improvement-vs-evo-error.png"
-plot "$data" every ::1 using 3:4 title "improvement potential vs. evolution error", h(x) lc rgb "black"
+plot "$data" every ::1 using 3:4 title "data", h(x) title "lin. fit" lc rgb "black"
 EOD
 ) > "${png}.gnuplot.script" 
     gnuplot "${png}.gnuplot.script" 2> "${png}.gnuplot.log"