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Sep 9th, 2019
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  1.  
  2. [2019-09-09 18:11:47,760]   Function: sphere_function
  3. [2019-09-09 18:11:47,760]   Dimension: 8
  4. [2019-09-09 18:11:47,760]   Bound (0 +- val): 5.12
  5. [2019-09-09 18:11:47,760]   Mutaion func: michalewicz
  6. [2019-09-09 18:11:47,760]   Crossing func: arithmetical
  7. [2019-09-09 18:11:47,760]   Selection func: outbreeding
  8. [2019-09-09 18:11:47,760]   Pick func: tourney
  9.  
  10. [2019-09-09 18:12:14,304]   Min f* = 1.0022902468855328e-06
  11. [2019-09-09 18:12:14,304]   Min vec x: [ 1.45856449e-05 -3.46833653e-04 -4.23783066e-05 -5.51706577e-04
  12.  -5.61154594e-04  6.56030157e-05  1.78610596e-04 -4.73822621e-04]
  13. [2019-09-09 18:12:14,304]   Dispersion best x by x = 1.252862808606916e-07
  14. [2019-09-09 18:12:14,304]   Mean dispersion x by x = 6.013010489002371e-07
  15. [2019-09-09 18:12:14,304]   Mean f* = 4.8104083912018964e-06
  16. [2019-09-09 18:12:14,305]   Mean t = 106.48
  17. [2019-09-09 18:12:14,305]   All t = 10648
  18. [2019-09-09 18:12:14,305]   RMS f* = 1.6577220248986296e-06
  19. [2019-09-09 18:12:14,305]   RMS t = 6.208832418418136
  20.  
  21. [2019-09-09 18:09:17,618]   Function: sphere_function
  22. [2019-09-09 18:09:17,618]   Dimension: 16
  23. [2019-09-09 18:09:17,618]   Bound (0 +- val): 5.12
  24. [2019-09-09 18:09:17,618]   Mutaion func: michalewicz
  25. [2019-09-09 18:09:17,618]   Crossing func: arithmetical
  26. [2019-09-09 18:09:17,618]   Selection func: outbreeding
  27. [2019-09-09 18:09:17,618]   Pick func: tourney
  28.  
  29. [2019-09-09 18:10:15,997]   Min f* = 9.012760513743794e-06
  30. [2019-09-09 18:10:15,998]   Min vec x: [-0.00032095 -0.00044713 -0.00100932 -0.00011393 -0.00040921 -0.00040859
  31.   0.00018895 -0.00095781 -0.00035992 -0.00185346 -0.0004887  -0.00064546
  32.   0.00063295  0.00069791 -0.00112385  0.0001399 ]
  33. [2019-09-09 18:10:15,998]   Dispersion best x by x = 5.632975321089871e-07
  34. [2019-09-09 18:10:15,999]   Mean dispersion x by x = 1.3913708700311311e-06
  35. [2019-09-09 18:10:15,999]   Mean f* = 2.2261933920498098e-05
  36. [2019-09-09 18:10:16,000]   Mean t = 107.19
  37. [2019-09-09 18:10:16,001]   All t = 10719
  38. [2019-09-09 18:10:16,001]   RMS f* = 5.78342783777583e-06
  39. [2019-09-09 18:10:16,003]   RMS t = 7.141001330345766
  40.  
  41. [2019-09-09 18:14:30,299]   Function: rozenbrock_function
  42. [2019-09-09 18:14:30,300]   Dimension: 8
  43. [2019-09-09 18:14:30,300]   Bound (0 +- val): 5.12
  44. [2019-09-09 18:14:30,300]   Mutaion func: michalewicz
  45. [2019-09-09 18:14:30,300]   Crossing func: arithmetical
  46. [2019-09-09 18:14:30,300]   Selection func: outbreeding
  47. [2019-09-09 18:14:30,300]   Pick func: tourney
  48.  
  49. [2019-09-09 18:20:52,697]   Min f* = 104.53528764202024
  50. [2019-09-09 18:20:52,697]   Min vec x: [0.72445573 0.61738111 0.86120218 0.86243816 0.74639654 0.62776235
  51.  0.44968678 0.33428492]
  52. [2019-09-09 18:20:52,697]   Dispersion best x by x = 0.1511758446473731
  53. [2019-09-09 18:20:52,697]   Mean dispersion x by x = 0.4760262519905173
  54. [2019-09-09 18:20:52,698]   Mean f* = 346.84660642669604
  55. [2019-09-09 18:20:52,698]   Mean t = 1000.0
  56. [2019-09-09 18:20:52,698]   All t = 100000
  57. [2019-09-09 18:20:52,698]   RMS f* = 72.01170877862913
  58. [2019-09-09 18:20:52,698]   RMS t = 0.0
  59.  
  60. [2019-09-09 18:21:05,113]   Function: rozenbrock_function
  61. [2019-09-09 18:21:05,113]   Dimension: 16
  62. [2019-09-09 18:21:05,114]   Bound (0 +- val): 5.12
  63. [2019-09-09 18:21:05,114]   Mutaion func: michalewicz
  64. [2019-09-09 18:21:05,114]   Crossing func: arithmetical
  65. [2019-09-09 18:21:05,114]   Selection func: outbreeding
  66. [2019-09-09 18:21:05,114]   Pick func: tourney
  67.  
  68. [2019-09-09 18:33:01,574]   Min f* = 726.6063481112888
  69. [2019-09-09 18:33:01,575]   Min vec x: [0.66683956 0.22676627 0.39226215 0.40039217 0.54371897 0.48252911
  70.  0.19957607 0.44257921 0.28043966 0.12105906 0.68098549 0.69535725
  71.  0.41015953 0.05142096 0.3567409  0.31134168]
  72. [2019-09-09 18:33:01,575]   Dispersion best x by x = 0.40535964321476353
  73. [2019-09-09 18:33:01,575]   Mean dispersion x by x = 0.5748599338014553
  74. [2019-09-09 18:33:01,575]   Mean f* = 918.7260113301882
  75. [2019-09-09 18:33:01,575]   Mean t = 1000.0
  76. [2019-09-09 18:33:01,575]   All t = 100000
  77. [2019-09-09 18:33:01,576]   RMS f* = 67.01263501072543
  78. [2019-09-09 18:33:01,576]   RMS t = 0.0
  79.  
  80. [2019-09-09 18:34:14,255]   Function: rastr_function
  81. [2019-09-09 18:34:14,256]   Dimension: 8
  82. [2019-09-09 18:34:14,256]   Bound (0 +- val): 5.12
  83. [2019-09-09 18:34:14,256]   Mutaion func: michalewicz
  84. [2019-09-09 18:34:14,256]   Crossing func: arithmetical
  85. [2019-09-09 18:34:14,256]   Selection func: outbreeding
  86. [2019-09-09 18:34:14,256]   Pick func: tourney
  87.  
  88. [2019-09-09 18:36:07,462]   Min f* = 1.3729258848016457e-05
  89. [2019-09-09 18:36:07,463]   Min vec x: [-6.77158383e-06  4.04203101e-05 -1.71409339e-04  2.23386979e-05
  90.  -7.04906353e-05 -5.45731874e-05 -8.33255529e-05  1.50839362e-04]
  91. [2019-09-09 18:36:07,463]   Dispersion best x by x = 8.650332237042645e-09
  92. [2019-09-09 18:36:07,463]   Mean dispersion x by x = 3.720200840915327e-08
  93. [2019-09-09 18:36:07,463]   Mean f* = 5.904465255950342e-05
  94. [2019-09-09 18:36:07,463]   Mean t = 331.44
  95. [2019-09-09 18:36:07,463]   All t = 33144
  96. [2019-09-09 18:36:07,463]   RMS f* = 2.5533303199457482e-05
  97. [2019-09-09 18:36:07,464]   RMS t = 18.280765848289835
  98.  
  99. [2019-09-09 18:38:04,259]   Function: rastr_function
  100. [2019-09-09 18:38:04,259]   Dimension: 16
  101. [2019-09-09 18:38:04,259]   Bound (0 +- val): 5.12
  102. [2019-09-09 18:38:04,259]   Mutaion func: michalewicz
  103. [2019-09-09 18:38:04,259]   Crossing func: arithmetical
  104. [2019-09-09 18:38:04,259]   Selection func: outbreeding
  105. [2019-09-09 18:38:04,259]   Pick func: tourney
  106.  
  107. [2019-09-09 18:41:47,636]   Min f* = 3.035812079943412e-05
  108. [2019-09-09 18:41:47,636]   Min vec x: [-1.87549163e-05 -1.91685743e-04  1.33450971e-04  5.96406580e-05
  109.  -1.09181233e-04 -5.89830212e-06  5.19377161e-05  1.98716663e-04
  110.   6.32298912e-05  1.59803363e-06 -6.33414277e-05 -2.04581234e-05
  111.  -3.10216173e-05 -1.02289106e-04  5.58890881e-05 -1.32053359e-04]
  112. [2019-09-09 18:41:47,636]   Dispersion best x by x = 9.563802289789521e-09
  113. [2019-09-09 18:41:47,637]   Mean dispersion x by x = 3.795760922955227e-08
  114. [2019-09-09 18:41:47,637]   Mean f* = 0.00012048777789297916
  115. [2019-09-09 18:41:47,637]   Mean t = 383.58
  116. [2019-09-09 18:41:47,637]   All t = 38358
  117. [2019-09-09 18:41:47,637]   RMS f* = 4.80468920663281e-05
  118. [2019-09-09 18:41:47,637]   RMS t = 16.107873851008392
  119.  
  120. [2019-09-09 18:43:55,299]   Function: shekell_function
  121. [2019-09-09 18:43:55,299]   Dimension: 8
  122. [2019-09-09 18:43:55,299]   Bound (0 +- val): 5.12
  123. [2019-09-09 18:43:55,299]   Mutaion func: michalewicz
  124. [2019-09-09 18:43:55,299]   Crossing func: arithmetical
  125. [2019-09-09 18:43:55,299]   Selection func: outbreeding
  126. [2019-09-09 18:43:55,300]   Pick func: tourney
  127.  
  128. [2019-09-09 18:50:14,985]   Min f* = -57.55726630208491
  129. [2019-09-09 18:50:14,986]   Min vec x: [2.0323792  1.76907982 2.04385586 1.91316536 1.9134119  1.95591896
  130.  2.05552201 1.9019336 ]
  131. [2019-09-09 18:50:14,986]   Dispersion best x by x = 0.01074706041378848
  132. [2019-09-09 18:50:14,986]   Mean dispersion x by x = 1.5755254547901705
  133. [2019-09-09 18:50:14,986]   Mean f* = -38.212412197059514
  134. [2019-09-09 18:50:14,986]   Mean t = 1000.0
  135. [2019-09-09 18:50:14,986]   All t = 100000
  136. [2019-09-09 18:50:14,986]   RMS f* = 4.16977135441683
  137. [2019-09-09 18:50:14,986]   RMS t = 0.0
  138.  
  139. [2019-09-09 18:50:31,508]   Function: shekell_function
  140. [2019-09-09 18:50:31,508]   Dimension: 16
  141. [2019-09-09 18:50:31,508]   Bound (0 +- val): 5.12
  142. [2019-09-09 18:50:31,508]   Mutaion func: michalewicz
  143. [2019-09-09 18:50:31,508]   Crossing func: arithmetical
  144. [2019-09-09 18:50:31,508]   Selection func: outbreeding
  145. [2019-09-09 18:50:31,508]   Pick func: tourney
  146.  
  147. [2019-09-09 19:02:59,254]   Min f* = -78.52774754655195
  148. [2019-09-09 19:02:59,255]   Min vec x: [ 1.89806507  1.16401491 -0.97843013  1.06514807  2.03170567  0.86645161
  149.   1.82478124  0.98426284  1.12006691  1.90335481 -0.25711453  0.97345097
  150.  -1.26824259  1.84536793  0.93754796  0.9315588 ]
  151. [2019-09-09 19:02:59,256]   Dispersion best x by x = 2.044393741424819
  152. [2019-09-09 19:02:59,256]   Mean dispersion x by x = 2.806906295652439
  153. [2019-09-09 19:02:59,256]   Mean f* = -62.6735673999765
  154. [2019-09-09 19:02:59,256]   Mean t = 1000.0
  155. [2019-09-09 19:02:59,256]   All t = 100000
  156. [2019-09-09 19:02:59,256]   RMS f* = 6.152944416005742
  157. [2019-09-09 19:02:59,256]   RMS t = 0.0
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