# Untitled

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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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