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Mihalevich bez screshivaniya

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Sep 9th, 2019
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  1.  
  2. [2019-09-09 16:37:38,279]   Function: sphere_function
  3. [2019-09-09 16:37:38,280]   Dimension: 8
  4. [2019-09-09 16:37:38,280]   Bound (0 +- val): 5.12
  5. [2019-09-09 16:37:38,280]   Mutaion func: michalewicz
  6. [2019-09-09 16:37:38,280]   Crossing func: fuzzy
  7. [2019-09-09 16:37:38,280]   Selection func: outbreeding
  8. [2019-09-09 16:37:38,280]   Pick func: tourney
  9.  
  10. [2019-09-09 16:38:19,477]   Min f* = 10.72548788428359
  11. [2019-09-09 16:38:19,478]   Min vec x: [ 0.44452627 -0.64094961  2.33049228  0.92114113 -0.90107359  0.21884281
  12.  -1.39760973 -1.01204441]
  13. [2019-09-09 16:38:19,478]   Dispersion best x by x = 1.3406859855354487
  14. [2019-09-09 16:38:19,478]   Mean dispersion x by x = 4.3803292501240465
  15. [2019-09-09 16:38:19,478]   Mean f* = 35.04263400099237
  16. [2019-09-09 16:38:19,479]   Mean t = 562.08
  17. [2019-09-09 16:38:19,479]   All t = 56208
  18. [2019-09-09 16:38:19,480]   RMS f* = 9.079490860724572
  19. [2019-09-09 16:38:19,480]   RMS t = 311.7591596088237
  20.  
  21. [2019-09-09 16:39:38,562]   Function: sphere_function
  22. [2019-09-09 16:39:38,562]   Dimension: 16
  23. [2019-09-09 16:39:38,562]   Bound (0 +- val): 5.12
  24. [2019-09-09 16:39:38,562]   Mutaion func: michalewicz
  25. [2019-09-09 16:39:38,562]   Crossing func: fuzzy
  26. [2019-09-09 16:39:38,562]   Selection func: outbreeding
  27. [2019-09-09 16:39:38,562]   Pick func: tourney
  28.  
  29. [2019-09-09 16:40:23,992]   Min f* = 53.16227121669415
  30. [2019-09-09 16:40:23,993]   Min vec x: [-1.90039532 -3.56417391  1.60796833  2.51776797 -0.26462678 -0.29713025
  31.  -1.07457733  1.85237357 -3.27992935  0.37946134 -1.32063721 -0.36966874
  32.  -1.4380754   1.82370457  1.65222146 -1.50729475]
  33. [2019-09-09 16:40:23,993]   Dispersion best x by x = 3.3226419510433844
  34. [2019-09-09 16:40:23,993]   Mean dispersion x by x = 5.568882355778245
  35. [2019-09-09 16:40:23,993]   Mean f* = 89.10211769245193
  36. [2019-09-09 16:40:23,993]   Mean t = 337.0
  37. [2019-09-09 16:40:23,993]   All t = 33700
  38. [2019-09-09 16:40:23,993]   RMS f* = 14.776459131796619
  39. [2019-09-09 16:40:23,993]   RMS t = 244.37704474847877
  40.  
  41. [2019-09-09 16:40:51,799]   Function: rozenbrock_function
  42. [2019-09-09 16:40:51,800]   Dimension: 8
  43. [2019-09-09 16:40:51,800]   Bound (0 +- val): 5.12
  44. [2019-09-09 16:40:51,800]   Mutaion func: michalewicz
  45. [2019-09-09 16:40:51,800]   Crossing func: fuzzy
  46. [2019-09-09 16:40:51,800]   Selection func: outbreeding
  47. [2019-09-09 16:40:51,800]   Pick func: tourney
  48.  
  49. [2019-09-09 16:42:13,619]   Min f* = 2805.3923551177304
  50. [2019-09-09 16:42:13,619]   Min vec x: [-1.32038337  1.51639825 -0.57106782  1.2042186   0.96714662 -0.68635276
  51.   0.43480094  2.38032153]
  52. [2019-09-09 16:42:13,619]   Dispersion best x by x = 1.635071490017494
  53. [2019-09-09 16:42:13,619]   Mean dispersion x by x = 4.79308492530388
  54. [2019-09-09 16:42:13,620]   Mean f* = 31543.402719177604
  55. [2019-09-09 16:42:13,620]   Mean t = 673.01
  56. [2019-09-09 16:42:13,620]   All t = 67301
  57. [2019-09-09 16:42:13,620]   RMS f* = 16742.981417419367
  58. [2019-09-09 16:42:13,620]   RMS t = 390.01990962000906
  59.  
  60. [2019-09-09 16:42:22,488]   Function: rozenbrock_function
  61. [2019-09-09 16:42:22,488]   Dimension: 16
  62. [2019-09-09 16:42:22,488]   Bound (0 +- val): 5.12
  63. [2019-09-09 16:42:22,488]   Mutaion func: michalewicz
  64. [2019-09-09 16:42:22,488]   Crossing func: fuzzy
  65. [2019-09-09 16:42:22,488]   Selection func: outbreeding
  66. [2019-09-09 16:42:22,488]   Pick func: tourney
  67.  
  68. [2019-09-09 16:44:14,396]   Min f* = 38717.4267355103
  69. [2019-09-09 16:44:14,396]   Min vec x: [-3.69421924  1.97097828  2.2479566  -0.27718063  0.09834535  2.96683419
  70.   0.56767708 -1.0384904   2.23655543  1.57324282 -1.87606058 -0.10806799
  71.  -0.18610638  1.6406005   3.25867609  4.31462232]
  72. [2019-09-09 16:44:14,397]   Dispersion best x by x = 4.740271377039037
  73. [2019-09-09 16:44:14,397]   Mean dispersion x by x = 5.675614765000676
  74. [2019-09-09 16:44:14,397]   Mean f* = 103245.17388418736
  75. [2019-09-09 16:44:14,397]   Mean t = 493.89
  76. [2019-09-09 16:44:14,397]   All t = 49389
  77. [2019-09-09 16:44:14,397]   RMS f* = 29389.657567423437
  78. [2019-09-09 16:44:14,397]   RMS t = 405.2815538610165
  79.  
  80. [2019-09-09 16:44:27,092]   Function: rastr_function
  81. [2019-09-09 16:44:27,092]   Dimension: 8
  82. [2019-09-09 16:44:27,092]   Bound (0 +- val): 5.12
  83. [2019-09-09 16:44:27,092]   Mutaion func: michalewicz
  84. [2019-09-09 16:44:27,092]   Crossing func: fuzzy
  85. [2019-09-09 16:44:27,092]   Selection func: outbreeding
  86. [2019-09-09 16:44:27,092]   Pick func: tourney
  87.  
  88. [2019-09-09 16:45:58,330]   Min f* = 56.07159171013297
  89. [2019-09-09 16:45:58,330]   Min vec x: [ 1.95727602  2.08857744 -1.09245822 -0.0905182  -2.94642649  0.0558408
  90.   3.00810887  2.37431956]
  91. [2019-09-09 16:45:58,330]   Dispersion best x by x = 4.095675405899213
  92. [2019-09-09 16:45:58,330]   Mean dispersion x by x = 5.200467185441737
  93. [2019-09-09 16:45:58,331]   Mean f* = 92.10249978085785
  94. [2019-09-09 16:45:58,331]   Mean t = 898.08
  95. [2019-09-09 16:45:58,331]   All t = 89808
  96. [2019-09-09 16:45:58,331]   RMS f* = 15.239842887922082
  97. [2019-09-09 16:45:58,331]   RMS t = 198.03583918068972
  98.  
  99. [2019-09-09 16:46:08,652]   Function: rastr_function
  100. [2019-09-09 16:46:08,652]   Dimension: 16
  101. [2019-09-09 16:46:08,652]   Bound (0 +- val): 5.12
  102. [2019-09-09 16:46:08,652]   Mutaion func: michalewicz
  103. [2019-09-09 16:46:08,652]   Crossing func: fuzzy
  104. [2019-09-09 16:46:08,652]   Selection func: outbreeding
  105. [2019-09-09 16:46:08,652]   Pick func: tourney
  106.  
  107. [2019-09-09 16:48:51,954]   Min f* = 149.01536337646303
  108. [2019-09-09 16:48:51,955]   Min vec x: [ 0.9127052  -0.96552378  0.85486694 -0.86884944  3.18158861 -1.02099722
  109.  -2.0408836   1.10897601  4.31390899 -3.04132883 -2.15494033 -3.11242486
  110.   4.0585887  -0.74902765  1.13524928  0.3551438 ]
  111. [2019-09-09 16:48:51,955]   Dispersion best x by x = 5.028093110138428
  112. [2019-09-09 16:48:51,955]   Mean dispersion x by x = 6.324124623003973
  113. [2019-09-09 16:48:51,955]   Mean f* = 214.06742202187516
  114. [2019-09-09 16:48:51,955]   Mean t = 914.3
  115. [2019-09-09 16:48:51,955]   All t = 91430
  116. [2019-09-09 16:48:51,955]   RMS f* = 22.02430535520895
  117. [2019-09-09 16:48:51,956]   RMS t = 191.9933071750159
  118.  
  119. [2019-09-09 16:49:02,768]   Function: shekell_function
  120. [2019-09-09 16:49:02,769]   Dimension: 8
  121. [2019-09-09 16:49:02,769]   Bound (0 +- val): 5.12
  122. [2019-09-09 16:49:02,769]   Mutaion func: michalewicz
  123. [2019-09-09 16:49:02,769]   Crossing func: fuzzy
  124. [2019-09-09 16:49:02,769]   Selection func: outbreeding
  125. [2019-09-09 16:49:02,769]   Pick func: tourney
  126.  
  127. [2019-09-09 16:50:40,355]   Min f* = -36.046010810261976
  128. [2019-09-09 16:50:40,355]   Min vec x: [ 1.34875722  1.93694127  1.88472229  3.64706796  0.87402371  2.02920912
  129.  -3.17566667  2.83176768]
  130. [2019-09-09 16:50:40,355]   Dispersion best x by x = 5.676193051052229
  131. [2019-09-09 16:50:40,356]   Mean dispersion x by x = 7.172136720442654
  132. [2019-09-09 16:50:40,356]   Mean f* = -22.193235989831972
  133. [2019-09-09 16:50:40,356]   Mean t = 724.26
  134. [2019-09-09 16:50:40,356]   All t = 72426
  135. [2019-09-09 16:50:40,356]   RMS f* = 4.107829066639965
  136. [2019-09-09 16:50:40,356]   RMS t = 319.59673402586577
  137.  
  138. [2019-09-09 16:50:48,401]   Function: shekell_function
  139. [2019-09-09 16:50:48,401]   Dimension: 16
  140. [2019-09-09 16:50:48,401]   Bound (0 +- val): 5.12
  141. [2019-09-09 16:50:48,401]   Mutaion func: michalewicz
  142. [2019-09-09 16:50:48,401]   Crossing func: fuzzy
  143. [2019-09-09 16:50:48,401]   Selection func: outbreeding
  144. [2019-09-09 16:50:48,402]   Pick func: tourney
  145.  
  146. [2019-09-09 16:54:11,050]   Min f* = -52.54226073402033
  147. [2019-09-09 16:54:11,050]   Min vec x: [ 0.467907    2.14915684  2.03694985  1.66736014 -2.31969417  1.57663129
  148.   1.98596777  3.01550914  1.24303108 -0.28127261 -0.81836228  2.84217973
  149.   0.14540277  3.51783586  1.5523999  -1.89485715]
  150. [2019-09-09 16:54:11,050]   Dispersion best x by x = 3.839991269177889
  151. [2019-09-09 16:54:11,050]   Mean dispersion x by x = 7.033875253304903
  152. [2019-09-09 16:54:11,050]   Mean f* = -37.405669676594904
  153. [2019-09-09 16:54:11,051]   Mean t = 748.47
  154. [2019-09-09 16:54:11,051]   All t = 74847
  155. [2019-09-09 16:54:11,051]   RMS f* = 5.803929372491288
  156. [2019-09-09 16:54:11,051]   RMS t = 282.4489849512652
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