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Sep 9th, 2019
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  1. [2019-09-09 16:37:38,279]   Function: sphere_function
  2. [2019-09-09 16:37:38,280]   Dimension: 8
  3. [2019-09-09 16:37:38,280]   Bound (0 +- val): 5.12
  4. [2019-09-09 16:37:38,280]   Mutaion func: michalewicz
  5. [2019-09-09 16:37:38,280]   Crossing func: fuzzy
  6. [2019-09-09 16:37:38,280]   Selection func: outbreeding
  7. [2019-09-09 16:37:38,280]   Pick func: tourney
  8.  
  9. [2019-09-09 16:38:19,477]   Min f* = 10.72548788428359
  10. [2019-09-09 16:38:19,478]   Min vec x: [ 0.44452627 -0.64094961  2.33049228  0.92114113 -0.90107359  0.21884281
  11.  -1.39760973 -1.01204441]
  12. [2019-09-09 16:38:19,478]   Dispersion best x by x = 1.3406859855354487
  13. [2019-09-09 16:38:19,478]   Mean dispersion x by x = 4.3803292501240465
  14. [2019-09-09 16:38:19,478]   Mean f* = 35.04263400099237
  15. [2019-09-09 16:38:19,479]   Mean t = 562.08
  16. [2019-09-09 16:38:19,479]   All t = 56208
  17. [2019-09-09 16:38:19,480]   RMS f* = 9.079490860724572
  18. [2019-09-09 16:38:19,480]   RMS t = 311.7591596088237
  19.  
  20. [2019-09-09 16:39:38,562]   Function: sphere_function
  21. [2019-09-09 16:39:38,562]   Dimension: 16
  22. [2019-09-09 16:39:38,562]   Bound (0 +- val): 5.12
  23. [2019-09-09 16:39:38,562]   Mutaion func: michalewicz
  24. [2019-09-09 16:39:38,562]   Crossing func: fuzzy
  25. [2019-09-09 16:39:38,562]   Selection func: outbreeding
  26. [2019-09-09 16:39:38,562]   Pick func: tourney
  27.  
  28. [2019-09-09 16:40:23,992]   Min f* = 53.16227121669415
  29. [2019-09-09 16:40:23,993]   Min vec x: [-1.90039532 -3.56417391  1.60796833  2.51776797 -0.26462678 -0.29713025
  30.  -1.07457733  1.85237357 -3.27992935  0.37946134 -1.32063721 -0.36966874
  31.  -1.4380754   1.82370457  1.65222146 -1.50729475]
  32. [2019-09-09 16:40:23,993]   Dispersion best x by x = 3.3226419510433844
  33. [2019-09-09 16:40:23,993]   Mean dispersion x by x = 5.568882355778245
  34. [2019-09-09 16:40:23,993]   Mean f* = 89.10211769245193
  35. [2019-09-09 16:40:23,993]   Mean t = 337.0
  36. [2019-09-09 16:40:23,993]   All t = 33700
  37. [2019-09-09 16:40:23,993]   RMS f* = 14.776459131796619
  38. [2019-09-09 16:40:23,993]   RMS t = 244.37704474847877
  39.  
  40. [2019-09-09 17:37:07,951]   Function: rozenbrock_function
  41. [2019-09-09 17:37:07,951]   Dimension: 8
  42. [2019-09-09 17:37:07,951]   Bound (0 +- val): 5.12
  43. [2019-09-09 17:37:07,952]   Mutaion func: michalewicz
  44. [2019-09-09 17:37:07,952]   Crossing func: arithmetical
  45. [2019-09-09 17:37:07,952]   Selection func: outbreeding
  46. [2019-09-09 17:37:07,952]   Pick func: tourney
  47.  
  48. [2019-09-09 17:38:48,214]   Min f* = 5167.5859011962475
  49. [2019-09-09 17:38:48,217]   Min vec x: [ 2.07742501 -0.64683995  0.80234097  0.07580299 -0.19928861  0.58407168
  50.   1.80541436 -0.87213182]
  51. [2019-09-09 17:38:48,217]   Dispersion best x by x = 1.316374382242703
  52. [2019-09-09 17:38:48,218]   Mean dispersion x by x = 5.389534241200551
  53. [2019-09-09 17:38:48,218]   Mean f* = 30675.36652957358
  54. [2019-09-09 17:38:48,219]   Mean t = 669.02
  55. [2019-09-09 17:38:48,220]   All t = 66902
  56. [2019-09-09 17:38:48,221]   RMS f* = 15447.013083214679
  57. [2019-09-09 17:38:48,221]   RMS t = 402.55526279009194
  58.  
  59. [2019-09-09 17:39:12,055]   Function: rozenbrock_function
  60. [2019-09-09 17:39:12,055]   Dimension: 16
  61. [2019-09-09 17:39:12,055]   Bound (0 +- val): 5.12
  62. [2019-09-09 17:39:12,055]   Mutaion func: michalewicz
  63. [2019-09-09 17:39:12,055]   Crossing func: arithmetical
  64. [2019-09-09 17:39:12,055]   Selection func: outbreeding
  65. [2019-09-09 17:39:12,055]   Pick func: tourney
  66.  
  67. [2019-09-09 17:40:49,555]   Min f* = 35424.24567951365
  68. [2019-09-09 17:40:49,556]   Min vec x: [-0.28282506  2.64449301  3.5113843   1.40065487  0.44651654 -2.91364971
  69.   2.69811815  1.77406663 -0.65635911  1.44069737  3.04591984  0.62170953
  70.   1.18347827 -0.92961104  1.82881468  3.86624756]
  71. [2019-09-09 17:40:49,556]   Dispersion best x by x = 3.1155848980645553
  72. [2019-09-09 17:40:49,556]   Mean dispersion x by x = 6.5294413971521825
  73. [2019-09-09 17:40:49,556]   Mean f* = 108269.45029733736
  74. [2019-09-09 17:40:49,556]   Mean t = 412.4
  75. [2019-09-09 17:40:49,556]   All t = 41240
  76. [2019-09-09 17:40:49,556]   RMS f* = 31156.895728413227
  77. [2019-09-09 17:40:49,556]   RMS t = 387.8230782199533
  78.  
  79. [2019-09-09 16:44:27,092]   Function: rastr_function
  80. [2019-09-09 16:44:27,092]   Dimension: 8
  81. [2019-09-09 16:44:27,092]   Bound (0 +- val): 5.12
  82. [2019-09-09 16:44:27,092]   Mutaion func: michalewicz
  83. [2019-09-09 16:44:27,092]   Crossing func: fuzzy
  84. [2019-09-09 16:44:27,092]   Selection func: outbreeding
  85. [2019-09-09 16:44:27,092]   Pick func: tourney
  86.  
  87. [2019-09-09 16:45:58,330]   Min f* = 56.07159171013297
  88. [2019-09-09 16:45:58,330]   Min vec x: [ 1.95727602  2.08857744 -1.09245822 -0.0905182  -2.94642649  0.0558408
  89.   3.00810887  2.37431956]
  90. [2019-09-09 16:45:58,330]   Dispersion best x by x = 4.095675405899213
  91. [2019-09-09 16:45:58,330]   Mean dispersion x by x = 5.200467185441737
  92. [2019-09-09 16:45:58,331]   Mean f* = 92.10249978085785
  93. [2019-09-09 16:45:58,331]   Mean t = 898.08
  94. [2019-09-09 16:45:58,331]   All t = 89808
  95. [2019-09-09 16:45:58,331]   RMS f* = 15.239842887922082
  96. [2019-09-09 16:45:58,331]   RMS t = 198.03583918068972
  97.  
  98. [2019-09-09 16:46:08,652]   Function: rastr_function
  99. [2019-09-09 16:46:08,652]   Dimension: 16
  100. [2019-09-09 16:46:08,652]   Bound (0 +- val): 5.12
  101. [2019-09-09 16:46:08,652]   Mutaion func: michalewicz
  102. [2019-09-09 16:46:08,652]   Crossing func: fuzzy
  103. [2019-09-09 16:46:08,652]   Selection func: outbreeding
  104. [2019-09-09 16:46:08,652]   Pick func: tourney
  105.  
  106. [2019-09-09 16:48:51,954]   Min f* = 149.01536337646303
  107. [2019-09-09 16:48:51,955]   Min vec x: [ 0.9127052  -0.96552378  0.85486694 -0.86884944  3.18158861 -1.02099722
  108.  -2.0408836   1.10897601  4.31390899 -3.04132883 -2.15494033 -3.11242486
  109.   4.0585887  -0.74902765  1.13524928  0.3551438 ]
  110. [2019-09-09 16:48:51,955]   Dispersion best x by x = 5.028093110138428
  111. [2019-09-09 16:48:51,955]   Mean dispersion x by x = 6.324124623003973
  112. [2019-09-09 16:48:51,955]   Mean f* = 214.06742202187516
  113. [2019-09-09 16:48:51,955]   Mean t = 914.3
  114. [2019-09-09 16:48:51,955]   All t = 91430
  115. [2019-09-09 16:48:51,955]   RMS f* = 22.02430535520895
  116. [2019-09-09 16:48:51,956]   RMS t = 191.9933071750159
  117.  
  118. [2019-09-09 17:41:52,408]   Function: shekell_function
  119. [2019-09-09 17:41:52,408]   Dimension: 8
  120. [2019-09-09 17:41:52,408]   Bound (0 +- val): 5.12
  121. [2019-09-09 17:41:52,408]   Mutaion func: michalewicz
  122. [2019-09-09 17:41:52,408]   Crossing func: arithmetical
  123. [2019-09-09 17:41:52,408]   Selection func: outbreeding
  124. [2019-09-09 17:41:52,408]   Pick func: tourney
  125.  
  126. [2019-09-09 17:43:28,613]   Min f* = -33.56476297198901
  127. [2019-09-09 17:43:28,614]   Min vec x: [ 1.99045145  1.43850318  1.24079999  1.62006214  3.26622023  1.1897299
  128.  -1.4955328   1.14762726]
  129. [2019-09-09 17:43:28,614]   Dispersion best x by x = 2.0301559291227464
  130. [2019-09-09 17:43:28,614]   Mean dispersion x by x = 7.164644807187041
  131. [2019-09-09 17:43:28,614]   Mean f* = -22.357821162517844
  132. [2019-09-09 17:43:28,614]   Mean t = 670.37
  133. [2019-09-09 17:43:28,614]   All t = 67037
  134. [2019-09-09 17:43:28,614]   RMS f* = 4.125917269914566
  135. [2019-09-09 17:43:28,614]   RMS t = 364.7510837543872
  136.  
  137. [2019-09-09 17:43:57,260]   Function: shekell_function
  138. [2019-09-09 17:43:57,260]   Dimension: 16
  139. [2019-09-09 17:43:57,260]   Bound (0 +- val): 5.12
  140. [2019-09-09 17:43:57,260]   Mutaion func: michalewicz
  141. [2019-09-09 17:43:57,260]   Crossing func: arithmetical
  142. [2019-09-09 17:43:57,260]   Selection func: outbreeding
  143. [2019-09-09 17:43:57,260]   Pick func: tourney
  144.  
  145. [2019-09-09 17:46:55,537]   Min f* = -57.460248533222774
  146. [2019-09-09 17:46:55,538]   Min vec x: [ 1.81205203  1.87998287  2.68067741 -0.70309874  1.89170904  2.04769603
  147.   3.64280016  3.41816983 -1.01569078  2.15817719  2.41410616 -2.48490262
  148.   2.61639553  0.98124907  1.23053751  0.17636732]
  149. [2019-09-09 17:46:55,538]   Dispersion best x by x = 2.955284053921421
  150. [2019-09-09 17:46:55,538]   Mean dispersion x by x = 8.52231955727118
  151. [2019-09-09 17:46:55,538]   Mean f* = -38.243783282242326
  152. [2019-09-09 17:46:55,538]   Mean t = 710.15
  153. [2019-09-09 17:46:55,538]   All t = 71015
  154. [2019-09-09 17:46:55,538]   RMS f* = 5.248890994790824
  155. [2019-09-09 17:46:55,538]   RMS t = 300.4307366099547
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