Skip to content

Instantly share code, notes, and snippets.

@halfdan
Created December 10, 2013 21:42
Show Gist options
  • Save halfdan/7900749 to your computer and use it in GitHub Desktop.
Save halfdan/7900749 to your computer and use it in GitHub Desktop.
{
"population_size": 20,
"number_of_runs": 10,
"seed": 1386710249974,
"problem": {
"name": "F1-Problem",
"dimension": 30
},
"runs": [
{
"total_time": 1.0,
"total_function_calls": 2600,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
37.838311984459736
],
"mean_fitness": [
305.2316735511569
]
},
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
164.8495100115058
],
"mean_fitness": [
344.06523388410085
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
164.8495100115058
],
"mean_fitness": [
315.508838759385
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
164.8495100115058
],
"mean_fitness": [
283.1525623222195
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
164.8495100115058
],
"mean_fitness": [
258.80878466196884
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
123.94097701411454
],
"mean_fitness": [
229.4507766579759
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
123.94097701411454
],
"mean_fitness": [
217.03472190526819
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
122.97020549892774
],
"mean_fitness": [
192.07263073268547
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
87.00453661436939
],
"mean_fitness": [
170.83965657202253
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
71.59667278770561
],
"mean_fitness": [
154.1636384930166
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
71.59667278770561
],
"mean_fitness": [
130.7870448350324
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
71.59667278770561
],
"mean_fitness": [
122.04399799981115
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
52.48775422792088
],
"mean_fitness": [
100.66103606323621
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
48.79467059744232
],
"mean_fitness": [
86.05211840639728
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
46.99217643898305
],
"mean_fitness": [
80.55394421008576
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
40.14739183519987
],
"mean_fitness": [
67.13413741424192
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
40.14739183519987
],
"mean_fitness": [
61.33601825193093
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
32.003260387830075
],
"mean_fitness": [
57.24268188525406
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
32.003260387830075
],
"mean_fitness": [
49.9736378563117
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
26.79413298725691
],
"mean_fitness": [
43.976497498379814
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
21.194758170828205
],
"mean_fitness": [
40.5849942279594
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
21.194758170828205
],
"mean_fitness": [
33.92489898854018
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
21.194758170828205
],
"mean_fitness": [
30.98917177451786
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
15.915591939630593
],
"mean_fitness": [
28.810262852044303
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
13.656332293296025
],
"mean_fitness": [
26.8233169195208
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
13.656332293296025
],
"mean_fitness": [
24.301449006528458
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
13.656332293296025
],
"mean_fitness": [
23.696219009097206
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
13.656332293296025
],
"mean_fitness": [
21.691766668259838
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
13.656332293296025
],
"mean_fitness": [
18.898490539397937
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
8.666494892958122
],
"mean_fitness": [
17.328192048138362
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
6.40548253065439
],
"mean_fitness": [
15.688068843253632
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
6.40548253065439
],
"mean_fitness": [
13.288308484457222
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
5.712792026552423
],
"mean_fitness": [
11.59047138928467
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
5.274601132728927
],
"mean_fitness": [
11.03601348793364
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
5.274601132728927
],
"mean_fitness": [
9.59001316309218
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
5.274601132728927
],
"mean_fitness": [
8.959722761176327
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
3.189924067047619
],
"mean_fitness": [
6.913983478996681
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
3.189924067047619
],
"mean_fitness": [
5.944028496978726
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
2.620137608938755
],
"mean_fitness": [
4.034826060801283
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
2.3981957174694855
],
"mean_fitness": [
3.5485770836643775
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
2.3981957174694855
],
"mean_fitness": [
3.320502518479981
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
2.3981957174694855
],
"mean_fitness": [
3.019342337496587
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
2.3981957174694855
],
"mean_fitness": [
2.938828507087682
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
1.4605117235856016
],
"mean_fitness": [
2.543073841329551
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
1.0415826168242648
],
"mean_fitness": [
2.269765348387988
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
1.0415826168242648
],
"mean_fitness": [
1.725471072603383
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
1.0415826168242648
],
"mean_fitness": [
1.5565301940832708
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
1.0415826168242648
],
"mean_fitness": [
1.4399187060760963
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.8584000824457304
],
"mean_fitness": [
1.3019287816023872
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.8584000824457304
],
"mean_fitness": [
1.19406487595845
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.8584000824457304
],
"mean_fitness": [
1.1006339173744226
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.7627922851405552
],
"mean_fitness": [
1.0113223271701313
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.7383742273084152
],
"mean_fitness": [
0.9532700868233558
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.7240099561109834
],
"mean_fitness": [
0.8946630701498519
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.684622165335534
],
"mean_fitness": [
0.8659654747893455
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.6312546279181319
],
"mean_fitness": [
0.7644774162580883
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.6121294445317866
],
"mean_fitness": [
0.7393486612147517
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.5506117193874223
],
"mean_fitness": [
0.7083932275942881
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.4913965860560765
],
"mean_fitness": [
0.6739531164633563
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.4737690861322842
],
"mean_fitness": [
0.640618819377713
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.4737690861322842
],
"mean_fitness": [
0.6179599384988248
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.4505203671657853
],
"mean_fitness": [
0.5848808920253552
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.36046800853942357
],
"mean_fitness": [
0.5378536393058754
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.19986305002467297
],
"mean_fitness": [
0.47305644215203113
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.19986305002467297
],
"mean_fitness": [
0.3855577560793429
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.16460142639375236
],
"mean_fitness": [
0.3302467893575764
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.1364495230054767
],
"mean_fitness": [
0.2638656468528508
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.12577622769733215
],
"mean_fitness": [
0.2431928822877815
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.12577622769733215
],
"mean_fitness": [
0.2009377884974401
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.04656247473272593
],
"mean_fitness": [
0.17271515469587245
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.04656247473272593
],
"mean_fitness": [
0.15478903293758778
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.04656247473272593
],
"mean_fitness": [
0.13461145171358718
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.04656247473272593
],
"mean_fitness": [
0.11245267503481271
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.04656247473272593
],
"mean_fitness": [
0.10602352591388113
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.04408122983267756
],
"mean_fitness": [
0.08767211869794887
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.04408122983267756
],
"mean_fitness": [
0.07395834605620445
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.04408122983267756
],
"mean_fitness": [
0.0635197828350732
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.027685503964310482
],
"mean_fitness": [
0.05909392105608278
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.027685503964310482
],
"mean_fitness": [
0.05008134288531152
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.020762832820490896
],
"mean_fitness": [
0.042667897823784336
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.01771785712416105
],
"mean_fitness": [
0.03431828307115983
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.016770788912159707
],
"mean_fitness": [
0.029938689528432712
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.013019281801301357
],
"mean_fitness": [
0.02173642073036751
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.012150403265999676
],
"mean_fitness": [
0.019285544569659148
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.012144705853587958
],
"mean_fitness": [
0.01658498031079142
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.005356217300128682
],
"mean_fitness": [
0.014821866001683736
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.004431237699968281
],
"mean_fitness": [
0.013445750086484316
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
0.004431237699968281
],
"mean_fitness": [
0.011450089452801295
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
0.004431237699968281
],
"mean_fitness": [
0.010094825817370623
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
0.004431237699968281
],
"mean_fitness": [
0.00882938220506746
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
0.0043309032388654896
],
"mean_fitness": [
0.00831693577172243
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
0.0043309032388654896
],
"mean_fitness": [
0.007164057227813106
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
0.0024952185634721184
],
"mean_fitness": [
0.006348054683899087
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
0.0024952185634721184
],
"mean_fitness": [
0.005306143549260024
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
0.0024952185634721184
],
"mean_fitness": [
0.004399475644235292
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
0.002299835998110066
],
"mean_fitness": [
0.003998549965277735
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
0.002299835998110066
],
"mean_fitness": [
0.0038787229504144176
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
0.0021556026821178183
],
"mean_fitness": [
0.003802743752087363
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
0.0021556026821178183
],
"mean_fitness": [
0.003553024552690144
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
0.001995292747351164
],
"mean_fitness": [
0.003182006775878636
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
0.0017049434755914822
],
"mean_fitness": [
0.003032495734972118
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
0.0013593859473851305
],
"mean_fitness": [
0.0025315526735489877
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
0.0012090299761283374
],
"mean_fitness": [
0.0023506728678600263
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
0.0010825034289137856
],
"mean_fitness": [
0.002007575800806089
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
4.727923551470503E-4
],
"mean_fitness": [
0.001692512509158735
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
4.727923551470503E-4
],
"mean_fitness": [
0.0015284090476964558
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
4.727923551470503E-4
],
"mean_fitness": [
0.0012714186514987398
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
4.727923551470503E-4
],
"mean_fitness": [
0.0010705589899969664
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
1.2399880695277554E-4
],
"mean_fitness": [
8.802396374633124E-4
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
1.2399880695277554E-4
],
"mean_fitness": [
7.565358782202162E-4
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
1.2399880695277554E-4
],
"mean_fitness": [
6.778723647216823E-4
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
1.2399880695277554E-4
],
"mean_fitness": [
6.322399701907545E-4
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
9.365672100106109E-5
],
"mean_fitness": [
5.294028451812735E-4
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
4.0650044505945187E-4
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
3.2839597124282997E-4
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
3.0228882509653705E-4
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
2.080332486405092E-4
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
1.609085518079289E-4
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
1.4853311147384966E-4
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
4.7372551817689856E-5
],
"mean_fitness": [
1.0978954595750887E-4
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
4.1397269295539905E-5
],
"mean_fitness": [
1.0579633397156822E-4
]
},
{
"generation": 121,
"function_calls": 2420,
"best_fitness": [
4.1397269295539905E-5
],
"mean_fitness": [
9.982315615394012E-5
]
},
{
"generation": 122,
"function_calls": 2440,
"best_fitness": [
4.1397269295539905E-5
],
"mean_fitness": [
8.74581945018483E-5
]
},
{
"generation": 123,
"function_calls": 2460,
"best_fitness": [
2.973526013671904E-5
],
"mean_fitness": [
6.774896306488774E-5
]
},
{
"generation": 124,
"function_calls": 2480,
"best_fitness": [
2.0502960285386065E-5
],
"mean_fitness": [
5.591488759584415E-5
]
},
{
"generation": 125,
"function_calls": 2500,
"best_fitness": [
2.0502960285386065E-5
],
"mean_fitness": [
5.1415981434013074E-5
]
},
{
"generation": 126,
"function_calls": 2520,
"best_fitness": [
2.0502960285386065E-5
],
"mean_fitness": [
3.974365538088627E-5
]
},
{
"generation": 127,
"function_calls": 2540,
"best_fitness": [
1.6291515719093197E-5
],
"mean_fitness": [
3.4978637324188374E-5
]
},
{
"generation": 128,
"function_calls": 2560,
"best_fitness": [
1.5808411439278923E-5
],
"mean_fitness": [
2.911872815043811E-5
]
},
{
"generation": 129,
"function_calls": 2580,
"best_fitness": [
1.1273538290528225E-5
],
"mean_fitness": [
2.51050444324625E-5
]
},
{
"generation": 130,
"function_calls": 2600,
"best_fitness": [
8.152813690156912E-6
],
"mean_fitness": [
2.1395956074654465E-5
]
}
],
"solution": [
7.468802544954899E-5,
-8.230796426877149E-4,
-4.3013023274168956E-4,
0.0012306148413307818,
-0.0011058439389789068,
-3.9360725534125555E-4,
0.0016227787244740748,
-0.0011657580770118186,
1.6018406845739303E-4,
6.119405842377165E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2440,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
183.75843324881987
],
"mean_fitness": [
363.0870176907645
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
132.9740467636978
],
"mean_fitness": [
304.9348517465694
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
132.9740467636978
],
"mean_fitness": [
288.20908144203315
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
132.9740467636978
],
"mean_fitness": [
278.60457314549365
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
132.9740467636978
],
"mean_fitness": [
241.2223315099206
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
64.72908049942617
],
"mean_fitness": [
221.61126759930818
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
64.72908049942617
],
"mean_fitness": [
187.3187786067399
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
64.72908049942617
],
"mean_fitness": [
170.3563126455494
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
51.93185751343838
],
"mean_fitness": [
138.85426524504032
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
51.93185751343838
],
"mean_fitness": [
108.20157371202397
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
31.15108382236142
],
"mean_fitness": [
86.26131137490242
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
17.529786733586985
],
"mean_fitness": [
72.4705477987712
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
17.529786733586985
],
"mean_fitness": [
66.44593664649067
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
17.529786733586985
],
"mean_fitness": [
59.44891699650818
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
17.529786733586985
],
"mean_fitness": [
44.30718760536528
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
17.529786733586985
],
"mean_fitness": [
37.292115336606265
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
12.871183739100324
],
"mean_fitness": [
35.1267109640003
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
12.871183739100324
],
"mean_fitness": [
33.23130150578945
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
11.753990047410067
],
"mean_fitness": [
28.5928574476816
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
11.753990047410067
],
"mean_fitness": [
25.80451479075436
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
9.084926234295033
],
"mean_fitness": [
24.144349141490416
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
9.084926234295033
],
"mean_fitness": [
20.848411195787346
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
7.520128443790789
],
"mean_fitness": [
17.106682493629954
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
7.520128443790789
],
"mean_fitness": [
16.50474179041062
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
7.520128443790789
],
"mean_fitness": [
14.063565443543819
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
7.520128443790789
],
"mean_fitness": [
12.854339132984183
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
7.520128443790789
],
"mean_fitness": [
11.610279496623502
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
3.8989923689909105
],
"mean_fitness": [
10.064317702863573
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
3.7086546838794336
],
"mean_fitness": [
7.927992347724538
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
3.6504722778886296
],
"mean_fitness": [
6.872486691064774
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
2.4666581190742916
],
"mean_fitness": [
5.717995883493367
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
2.4666581190742916
],
"mean_fitness": [
4.89379965873229
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
2.4666581190742916
],
"mean_fitness": [
4.404418696972735
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
1.4216021196388404
],
"mean_fitness": [
3.8146623109684663
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
1.4216021196388404
],
"mean_fitness": [
3.5184881332046296
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
3.218576902163195
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
2.39661525043834
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
2.18149817539648
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
1.945859637665069
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
1.856812592943721
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
1.4800043950809716
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.7922118102745446
],
"mean_fitness": [
1.4085645103937738
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.6685535620630851
],
"mean_fitness": [
1.262782822018156
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.6685535620630851
],
"mean_fitness": [
1.2117810576712775
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.5933172676896733
],
"mean_fitness": [
1.0613458510734004
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.5136396988706856
],
"mean_fitness": [
0.9513436589454336
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.17723053928711707
],
"mean_fitness": [
0.8124585131194507
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.17723053928711707
],
"mean_fitness": [
0.6443030467687716
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.17723053928711707
],
"mean_fitness": [
0.5268558265920789
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.17723053928711707
],
"mean_fitness": [
0.46470045876464494
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.1537715400309293
],
"mean_fitness": [
0.39423195443832915
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.11884880143430401
],
"mean_fitness": [
0.3229152019510998
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.11884880143430401
],
"mean_fitness": [
0.3099847072100112
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.11884880143430401
],
"mean_fitness": [
0.2975274730623145
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.07110745432452176
],
"mean_fitness": [
0.25472770310533444
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.07110745432452176
],
"mean_fitness": [
0.22412043869095735
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.07110745432452176
],
"mean_fitness": [
0.21158765422516526
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.07110745432452176
],
"mean_fitness": [
0.1788320492235503
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.06482481585073957
],
"mean_fitness": [
0.15146274886755104
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.03251653987758438
],
"mean_fitness": [
0.12192846168398419
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.03200410043000504
],
"mean_fitness": [
0.10129909528023273
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.03200410043000504
],
"mean_fitness": [
0.09423363146454707
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.03200410043000504
],
"mean_fitness": [
0.08234885516989462
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.017491763878105752
],
"mean_fitness": [
0.06880312670673398
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.0167829941653158
],
"mean_fitness": [
0.05820623100354805
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.0167829941653158
],
"mean_fitness": [
0.04472949328839969
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.0167829941653158
],
"mean_fitness": [
0.03917646738759606
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.0167829941653158
],
"mean_fitness": [
0.036833632886881885
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.0167829941653158
],
"mean_fitness": [
0.03212526850199548
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.014229633061486526
],
"mean_fitness": [
0.03002793960607989
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.008947924056193258
],
"mean_fitness": [
0.024221475323335465
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.008947924056193258
],
"mean_fitness": [
0.020565063941275327
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.004791262177883981
],
"mean_fitness": [
0.017893145361666
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.004791262177883981
],
"mean_fitness": [
0.015334757802467472
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.004791262177883981
],
"mean_fitness": [
0.013387079744445687
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.004166719881428863
],
"mean_fitness": [
0.011848020025987314
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.003832698452822205
],
"mean_fitness": [
0.011463498516189847
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.003556092292490931
],
"mean_fitness": [
0.009144636806309786
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.003556092292490931
],
"mean_fitness": [
0.007843556312264598
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.0035164239502866908
],
"mean_fitness": [
0.00726565031264156
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.0030886722934556528
],
"mean_fitness": [
0.006304945734828242
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.0030886722934556528
],
"mean_fitness": [
0.005605712114898945
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.0023820074233237938
],
"mean_fitness": [
0.004968860000840741
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.0021718989620634023
],
"mean_fitness": [
0.004395757858370921
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.0010726129905245228
],
"mean_fitness": [
0.003803268352403385
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.0010726129905245228
],
"mean_fitness": [
0.0031156530617584043
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
0.0010726129905245228
],
"mean_fitness": [
0.002787005285351197
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
0.0010726129905245228
],
"mean_fitness": [
0.002629382306397412
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
8.669353750921445E-4
],
"mean_fitness": [
0.00232196550264734
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
8.669353750921445E-4
],
"mean_fitness": [
0.0018305430670200573
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
8.669353750921445E-4
],
"mean_fitness": [
0.0015877273351135603
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
6.002661151747207E-4
],
"mean_fitness": [
0.0014918042437449164
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
6.002661151747207E-4
],
"mean_fitness": [
0.0012368828992031762
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
6.002661151747207E-4
],
"mean_fitness": [
0.0010866488141335908
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
4.295904646776081E-4
],
"mean_fitness": [
9.533447867555191E-4
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
4.295904646776081E-4
],
"mean_fitness": [
8.570793646197788E-4
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
3.927347755353604E-4
],
"mean_fitness": [
7.669075102095613E-4
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
3.927347755353604E-4
],
"mean_fitness": [
7.364318424103164E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
3.5584717238922796E-4
],
"mean_fitness": [
6.023657606356848E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
3.5584717238922796E-4
],
"mean_fitness": [
5.650542630169801E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
3.5584717238922796E-4
],
"mean_fitness": [
5.263942268213085E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
2.759009647544545E-4
],
"mean_fitness": [
4.7013406828252496E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
2.305326460090795E-4
],
"mean_fitness": [
3.971248334648864E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
1.4777534398760533E-4
],
"mean_fitness": [
3.3513253335254966E-4
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
1.4777534398760533E-4
],
"mean_fitness": [
3.000473420104254E-4
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
4.986505669186893E-5
],
"mean_fitness": [
2.719233071439106E-4
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
4.986505669186893E-5
],
"mean_fitness": [
2.489745122872925E-4
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
4.986505669186893E-5
],
"mean_fitness": [
2.2918468224916353E-4
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
4.3583203040558175E-5
],
"mean_fitness": [
1.9574112348676653E-4
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
4.3583203040558175E-5
],
"mean_fitness": [
1.7671015747978055E-4
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
4.3583203040558175E-5
],
"mean_fitness": [
1.4234960758967215E-4
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
4.3583203040558175E-5
],
"mean_fitness": [
1.1461702880882279E-4
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
4.3583203040558175E-5
],
"mean_fitness": [
8.965392712761931E-5
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
2.6978459661398677E-5
],
"mean_fitness": [
7.96298487989499E-5
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
2.6978459661398677E-5
],
"mean_fitness": [
7.475863568333055E-5
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
2.15729689504457E-5
],
"mean_fitness": [
5.627322547967024E-5
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
1.807843133428304E-5
],
"mean_fitness": [
5.0516427256251716E-5
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
1.807843133428304E-5
],
"mean_fitness": [
4.766333514248911E-5
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
1.807843133428304E-5
],
"mean_fitness": [
4.443810068101625E-5
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
1.807843133428304E-5
],
"mean_fitness": [
4.04652198530805E-5
]
},
{
"generation": 121,
"function_calls": 2420,
"best_fitness": [
1.807843133428304E-5
],
"mean_fitness": [
3.3478490992943995E-5
]
},
{
"generation": 122,
"function_calls": 2440,
"best_fitness": [
9.589913766566181E-6
],
"mean_fitness": [
2.995610666073251E-5
]
}
],
"solution": [
-4.8289733634275284E-4,
0.001838928509107957,
0.0015599494873832008,
8.841094296616499E-4,
-3.764438485178278E-4,
-8.377434496211623E-4,
-0.001061089748214299,
3.19247411418944E-5,
-8.421945631270485E-4,
-2.832447655512539E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2180,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
199.50483581767978
],
"mean_fitness": [
321.42344859194446
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
192.1540470771862
],
"mean_fitness": [
309.26080952785026
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
174.38883306086038
],
"mean_fitness": [
266.0535413379172
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
84.16807025118834
],
"mean_fitness": [
236.14042347671813
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
84.16807025118834
],
"mean_fitness": [
202.32071638053964
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
84.16807025118834
],
"mean_fitness": [
182.1833071470841
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
84.16807025118834
],
"mean_fitness": [
152.42721626578503
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
74.27176036076209
],
"mean_fitness": [
128.8830568411915
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
50.43607935112824
],
"mean_fitness": [
105.93658157665907
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
29.809094080377605
],
"mean_fitness": [
90.74158419409312
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
24.464139969743407
],
"mean_fitness": [
78.12533438301215
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
24.464139969743407
],
"mean_fitness": [
68.86170089211062
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
18.955517393332666
],
"mean_fitness": [
57.45353535143071
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
18.955517393332666
],
"mean_fitness": [
46.685263098797094
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
18.955517393332666
],
"mean_fitness": [
41.11310160306375
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
11.197313757664357
],
"mean_fitness": [
35.81746824995348
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
4.640976748224992
],
"mean_fitness": [
30.822398343610352
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
4.640976748224992
],
"mean_fitness": [
21.463549088428913
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
3.5818617669089114
],
"mean_fitness": [
18.28192634419472
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
3.5818617669089114
],
"mean_fitness": [
15.517350913844774
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
2.0838921136874577
],
"mean_fitness": [
13.679316588435025
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
2.0838921136874577
],
"mean_fitness": [
10.647312817526315
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
2.0838921136874577
],
"mean_fitness": [
8.815313043330182
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
2.0838921136874577
],
"mean_fitness": [
6.58642958200569
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
1.4893649571972787
],
"mean_fitness": [
5.537396910826109
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
1.4893649571972787
],
"mean_fitness": [
4.824722906625555
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
1.4893649571972787
],
"mean_fitness": [
4.215133259617682
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
0.8967261685040481
],
"mean_fitness": [
3.3542193922629324
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
0.8967261685040481
],
"mean_fitness": [
2.577926263784778
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
0.8967261685040481
],
"mean_fitness": [
2.1187037688149237
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
0.8967261685040481
],
"mean_fitness": [
1.646741769309676
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
0.8121960930042251
],
"mean_fitness": [
1.438726935053454
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
0.774302060559017
],
"mean_fitness": [
1.184496062537988
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
0.6359053176201601
],
"mean_fitness": [
1.1091504096595868
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
0.16211474861540343
],
"mean_fitness": [
0.9892621191612383
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
0.16211474861540343
],
"mean_fitness": [
0.8755047162761803
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
0.16211474861540343
],
"mean_fitness": [
0.7092509456656186
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
0.16211474861540343
],
"mean_fitness": [
0.5697893823988327
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
0.16211474861540343
],
"mean_fitness": [
0.49352336989407986
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
0.16211474861540343
],
"mean_fitness": [
0.3749284464127849
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
0.10353196809919735
],
"mean_fitness": [
0.32195832267638474
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.10353196809919735
],
"mean_fitness": [
0.22506229652733117
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.10267436223557655
],
"mean_fitness": [
0.20693486072722694
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.08827740861243835
],
"mean_fitness": [
0.1808571109522844
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.05438106190894189
],
"mean_fitness": [
0.15542427147644122
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.05438106190894189
],
"mean_fitness": [
0.1382062148547012
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.05438106190894189
],
"mean_fitness": [
0.12742353459154987
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.05438106190894189
],
"mean_fitness": [
0.1077136338730976
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.05435910496038103
],
"mean_fitness": [
0.09597926897259136
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.045821756927523084
],
"mean_fitness": [
0.08633484095149929
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.045821756927523084
],
"mean_fitness": [
0.08041514324273323
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.03667827681294884
],
"mean_fitness": [
0.07344392036001832
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.013751474805332866
],
"mean_fitness": [
0.0663074339222467
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.013751474805332866
],
"mean_fitness": [
0.05167090132969933
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.013751474805332866
],
"mean_fitness": [
0.04548430051174397
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.012915440079080305
],
"mean_fitness": [
0.04041768405325542
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.012915440079080305
],
"mean_fitness": [
0.03652559969189871
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.012915440079080305
],
"mean_fitness": [
0.02951943677549159
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.012915440079080305
],
"mean_fitness": [
0.02656459106538876
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.011980483779500273
],
"mean_fitness": [
0.02212328533841603
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.011980483779500273
],
"mean_fitness": [
0.01910004241012967
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.007852532190744468
],
"mean_fitness": [
0.017534848084559206
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.007852532190744468
],
"mean_fitness": [
0.015069236365224045
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.007852532190744468
],
"mean_fitness": [
0.013449967901259388
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.007309079780173293
],
"mean_fitness": [
0.012723779005441938
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.006781745825995534
],
"mean_fitness": [
0.011170161271903583
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.006105923323962856
],
"mean_fitness": [
0.009960526448791392
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.0046244149363654456
],
"mean_fitness": [
0.008734263686862547
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.0046244149363654456
],
"mean_fitness": [
0.008186936126950888
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.0046244149363654456
],
"mean_fitness": [
0.0072533945951492335
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.004169391249288907
],
"mean_fitness": [
0.006223111049407398
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.0024125538716447273
],
"mean_fitness": [
0.005816947703179773
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.0024125538716447273
],
"mean_fitness": [
0.004894347295176285
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.0024125538716447273
],
"mean_fitness": [
0.004233723443890972
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.0022299493607142555
],
"mean_fitness": [
0.003904597573086402
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.0022299493607142555
],
"mean_fitness": [
0.0037112505236969904
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.0022299493607142555
],
"mean_fitness": [
0.0035676486278342703
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.0022299493607142555
],
"mean_fitness": [
0.003383686395843238
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.001892764469186803
],
"mean_fitness": [
0.003073391752174209
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.001892764469186803
],
"mean_fitness": [
0.002830587565956141
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.001482762517044766
],
"mean_fitness": [
0.002545523061278429
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.001482762517044766
],
"mean_fitness": [
0.002318478985957034
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.0012382292545584995
],
"mean_fitness": [
0.002126318919395565
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.0012382292545584995
],
"mean_fitness": [
0.0017885393406299808
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.0012382292545584995
],
"mean_fitness": [
0.0015915207267251474
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.001031271286613977
],
"mean_fitness": [
0.001486841649702855
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
7.718100427263496E-4
],
"mean_fitness": [
0.0012994991886521798
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
4.2818824584407375E-4
],
"mean_fitness": [
0.0011173552484432148
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
4.2818824584407375E-4
],
"mean_fitness": [
9.642436346638595E-4
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
2.792112966795301E-4
],
"mean_fitness": [
7.940464981781399E-4
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
2.0855041829906024E-4
],
"mean_fitness": [
6.663597078853703E-4
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
2.0855041829906024E-4
],
"mean_fitness": [
5.678502495077897E-4
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
2.0855041829906024E-4
],
"mean_fitness": [
4.987018632057065E-4
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
1.5831091156451706E-4
],
"mean_fitness": [
4.177891073837372E-4
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
1.5831091156451706E-4
],
"mean_fitness": [
3.425898964101762E-4
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
1.5831091156451706E-4
],
"mean_fitness": [
3.1380079105037954E-4
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
1.5831091156451706E-4
],
"mean_fitness": [
2.5893548078886517E-4
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
1.3714719478727142E-4
],
"mean_fitness": [
2.4328231126401317E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
1.2881934123466245E-4
],
"mean_fitness": [
2.0279122971175373E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
1.268101526042069E-4
],
"mean_fitness": [
1.858453790902617E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
9.734969202153137E-5
],
"mean_fitness": [
1.653794136641186E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
9.734969202153137E-5
],
"mean_fitness": [
1.5383100864181762E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
7.663290214508586E-5
],
"mean_fitness": [
1.3265610687955432E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
5.6639349788203066E-5
],
"mean_fitness": [
1.1350414968566049E-4
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
5.5883528392937484E-5
],
"mean_fitness": [
8.644396564472647E-5
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
2.4976371536468552E-5
],
"mean_fitness": [
7.384250484810289E-5
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
2.290451938191457E-5
],
"mean_fitness": [
6.293358350954869E-5
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
1.983102259195862E-5
],
"mean_fitness": [
5.2425191444469476E-5
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
6.148068500210822E-6
],
"mean_fitness": [
4.386893709917924E-5
]
}
],
"solution": [
-3.5214459876494787E-4,
-3.3582876320829293E-4,
-9.743783531585772E-4,
-3.489653240366069E-4,
7.466794423493539E-4,
0.0015094522493630895,
5.672129113018882E-4,
-7.702622521926293E-4,
0.0010074423016224084,
-2.722885479714062E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2660,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
189.97430701124225
],
"mean_fitness": [
344.155190668041
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
189.97430701124225
],
"mean_fitness": [
301.19098126793085
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
82.73438312652425
],
"mean_fitness": [
248.50446079407624
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
82.73438312652425
],
"mean_fitness": [
230.80945755297904
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
82.73438312652425
],
"mean_fitness": [
203.65699635435539
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
69.67223351239628
],
"mean_fitness": [
172.59254087036277
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
55.86313863066228
],
"mean_fitness": [
130.6108256656724
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
45.80778746596194
],
"mean_fitness": [
111.57500893955637
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
44.00455895465092
],
"mean_fitness": [
94.13434356979778
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
35.17559985815706
],
"mean_fitness": [
76.15684803471233
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
25.967400917190293
],
"mean_fitness": [
68.32835150188849
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
25.967400917190293
],
"mean_fitness": [
62.14517245887686
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
25.967400917190293
],
"mean_fitness": [
52.07549592157827
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
25.967400917190293
],
"mean_fitness": [
48.222345772688556
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
15.86065441304571
],
"mean_fitness": [
39.19074304030789
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
15.86065441304571
],
"mean_fitness": [
35.40108631167119
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
15.86065441304571
],
"mean_fitness": [
29.27831262821225
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
15.044106996791161
],
"mean_fitness": [
27.660601399898137
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
5.543745852987775
],
"mean_fitness": [
24.322843270925624
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
5.543745852987775
],
"mean_fitness": [
23.121706347903913
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
5.543745852987775
],
"mean_fitness": [
18.770035449887295
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
5.543745852987775
],
"mean_fitness": [
16.609562818770634
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
5.543745852987775
],
"mean_fitness": [
14.722201187359204
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
5.543745852987775
],
"mean_fitness": [
13.206109797240538
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
2.695231135156236
],
"mean_fitness": [
10.61848701958435
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
2.695231135156236
],
"mean_fitness": [
8.500394637172437
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
2.695231135156236
],
"mean_fitness": [
7.850728292956885
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
2.695231135156236
],
"mean_fitness": [
6.61013046400583
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
0.8966518617574728
],
"mean_fitness": [
5.706479845610015
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
0.8966518617574728
],
"mean_fitness": [
4.686224290385555
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
0.8966518617574728
],
"mean_fitness": [
4.027901849738506
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
0.8966518617574728
],
"mean_fitness": [
3.682977450235277
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
0.8966518617574728
],
"mean_fitness": [
2.9679008752443505
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
0.8966518617574728
],
"mean_fitness": [
2.330529406294078
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
0.8807639322188543
],
"mean_fitness": [
1.8179455034152479
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
0.8807639322188543
],
"mean_fitness": [
1.5039795423694857
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
0.8694751677985614
],
"mean_fitness": [
1.3656952034870835
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
0.8431254330400368
],
"mean_fitness": [
1.2255449471870574
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
0.8431254330400368
],
"mean_fitness": [
1.141006989986713
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
0.8431254330400368
],
"mean_fitness": [
1.1222749222844295
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
0.5768164078505799
],
"mean_fitness": [
1.0563269304398955
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.5754104134311032
],
"mean_fitness": [
0.9437217934427699
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.5602493074623492
],
"mean_fitness": [
0.8567796991105336
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.5602493074623492
],
"mean_fitness": [
0.7659912487943477
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.5602493074623492
],
"mean_fitness": [
0.6982734164653084
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.4577015484769063
],
"mean_fitness": [
0.6665310880326502
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.4369467431489844
],
"mean_fitness": [
0.6230077061255965
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.4369467431489844
],
"mean_fitness": [
0.5907633508457913
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.20308157468341945
],
"mean_fitness": [
0.5261111761085291
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.19099458210461565
],
"mean_fitness": [
0.4560336050175085
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.18077247231676544
],
"mean_fitness": [
0.3758802523114819
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.12391060526145546
],
"mean_fitness": [
0.3006388974026197
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.0767990894980213
],
"mean_fitness": [
0.22781976591529637
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.19035069151623135
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.16271696625061025
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.12444726837220821
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.1136861524144056
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.10647877347722753
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.09876515494161221
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.048377592312028574
],
"mean_fitness": [
0.08606753925534259
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.03317917071149988
],
"mean_fitness": [
0.07714650798393177
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.03317917071149988
],
"mean_fitness": [
0.06685116179298821
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.023914449954879246
],
"mean_fitness": [
0.05991940232058489
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.023914449954879246
],
"mean_fitness": [
0.05471587002913134
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.023914449954879246
],
"mean_fitness": [
0.04811426618168191
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.016207488700051807
],
"mean_fitness": [
0.043325509159371126
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.016207488700051807
],
"mean_fitness": [
0.0394322346501711
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.016207488700051807
],
"mean_fitness": [
0.03595822806233094
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.016207488700051807
],
"mean_fitness": [
0.03244647541100302
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.016207488700051807
],
"mean_fitness": [
0.030797945470937525
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.016207488700051807
],
"mean_fitness": [
0.02732434261813469
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.014473877241320328
],
"mean_fitness": [
0.02361689026796283
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.011026700930398889
],
"mean_fitness": [
0.01990622827019372
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.011026700930398889
],
"mean_fitness": [
0.018817634780787663
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.007887696559242008
],
"mean_fitness": [
0.01615719870460952
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.005984116116409629
],
"mean_fitness": [
0.013777644688924562
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.005984116116409629
],
"mean_fitness": [
0.012464197531674196
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.005984116116409629
],
"mean_fitness": [
0.011124281106602536
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.005984116116409629
],
"mean_fitness": [
0.010181756182920974
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.0045350170523478965
],
"mean_fitness": [
0.008983886494801157
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.003788946177272417
],
"mean_fitness": [
0.00766941406368313
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.0029391243575905353
],
"mean_fitness": [
0.006122529717175531
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.002511439611188758
],
"mean_fitness": [
0.00535547144920897
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.002076031976567185
],
"mean_fitness": [
0.0047122135602860995
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.0017842913628102885
],
"mean_fitness": [
0.004225019980656617
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.0010422656309724617
],
"mean_fitness": [
0.0035302919477075076
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
0.0010422656309724617
],
"mean_fitness": [
0.003033899546012116
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
0.0010422656309724617
],
"mean_fitness": [
0.002868072421669507
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
0.0010422656309724617
],
"mean_fitness": [
0.0022349679549955198
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
0.0010422656309724617
],
"mean_fitness": [
0.002057394295659623
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
8.162129585856887E-4
],
"mean_fitness": [
0.0018896605309389712
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
8.162129585856887E-4
],
"mean_fitness": [
0.0017172555172564829
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
7.392861538299251E-4
],
"mean_fitness": [
0.001569271684669981
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
7.392861538299251E-4
],
"mean_fitness": [
0.0013852014409664096
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
7.392861538299251E-4
],
"mean_fitness": [
0.0011885636572524273
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
7.392861538299251E-4
],
"mean_fitness": [
0.0011413923207947891
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
5.715913941349299E-4
],
"mean_fitness": [
0.0010480367095842375
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
5.6508502123186E-4
],
"mean_fitness": [
8.780506240400959E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
5.6508502123186E-4
],
"mean_fitness": [
7.672923672795253E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
4.045302441203429E-4
],
"mean_fitness": [
7.01822681831914E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
4.045302441203429E-4
],
"mean_fitness": [
5.961203895407223E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
4.045302441203429E-4
],
"mean_fitness": [
5.575450522084928E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
3.6440758448701187E-4
],
"mean_fitness": [
4.910629926987032E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
3.6440758448701187E-4
],
"mean_fitness": [
4.65052477848079E-4
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
3.5586257493028E-4
],
"mean_fitness": [
4.4458730182014676E-4
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
3.5586257493028E-4
],
"mean_fitness": [
4.380918341948049E-4
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
2.65795861146585E-4
],
"mean_fitness": [
4.1927960283120894E-4
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
2.65795861146585E-4
],
"mean_fitness": [
4.015196365537149E-4
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
2.5941428617331835E-4
],
"mean_fitness": [
3.7461061609206906E-4
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
2.5941428617331835E-4
],
"mean_fitness": [
3.5065739971885295E-4
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
2.5941428617331835E-4
],
"mean_fitness": [
3.366531698174782E-4
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
2.1645017497272232E-4
],
"mean_fitness": [
3.1523935665768226E-4
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
2.1645017497272232E-4
],
"mean_fitness": [
2.908915710971163E-4
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
2.1358079993084866E-4
],
"mean_fitness": [
2.719811641899054E-4
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
1.8250124524372372E-4
],
"mean_fitness": [
2.482282884426942E-4
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
1.4859852882231407E-4
],
"mean_fitness": [
2.352843813514521E-4
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
1.165677586576584E-4
],
"mean_fitness": [
2.133915766910828E-4
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
1.165677586576584E-4
],
"mean_fitness": [
1.940860465976447E-4
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
7.090097839955482E-5
],
"mean_fitness": [
1.7823591352284608E-4
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
7.090097839955482E-5
],
"mean_fitness": [
1.527062872022306E-4
]
},
{
"generation": 121,
"function_calls": 2420,
"best_fitness": [
7.090097839955482E-5
],
"mean_fitness": [
1.317611991751083E-4
]
},
{
"generation": 122,
"function_calls": 2440,
"best_fitness": [
7.090097839955482E-5
],
"mean_fitness": [
1.132784406989721E-4
]
},
{
"generation": 123,
"function_calls": 2460,
"best_fitness": [
5.016222547717942E-5
],
"mean_fitness": [
1.045039414764009E-4
]
},
{
"generation": 124,
"function_calls": 2480,
"best_fitness": [
5.016222547717942E-5
],
"mean_fitness": [
8.955119653869276E-5
]
},
{
"generation": 125,
"function_calls": 2500,
"best_fitness": [
5.016222547717942E-5
],
"mean_fitness": [
7.190900447562922E-5
]
},
{
"generation": 126,
"function_calls": 2520,
"best_fitness": [
3.676375615845865E-5
],
"mean_fitness": [
6.780179715747235E-5
]
},
{
"generation": 127,
"function_calls": 2540,
"best_fitness": [
3.50310614833908E-5
],
"mean_fitness": [
5.7395025860800076E-5
]
},
{
"generation": 128,
"function_calls": 2560,
"best_fitness": [
3.131318472973959E-5
],
"mean_fitness": [
5.216286825066444E-5
]
},
{
"generation": 129,
"function_calls": 2580,
"best_fitness": [
2.9591648508815E-5
],
"mean_fitness": [
4.708453515579115E-5
]
},
{
"generation": 130,
"function_calls": 2600,
"best_fitness": [
2.316006120404622E-5
],
"mean_fitness": [
3.977137600389197E-5
]
},
{
"generation": 131,
"function_calls": 2620,
"best_fitness": [
1.301323999785448E-5
],
"mean_fitness": [
3.4814020563398954E-5
]
},
{
"generation": 132,
"function_calls": 2640,
"best_fitness": [
1.0999965861643468E-5
],
"mean_fitness": [
2.833978139576132E-5
]
},
{
"generation": 133,
"function_calls": 2660,
"best_fitness": [
7.993111507628661E-6
],
"mean_fitness": [
2.1944489008765357E-5
]
}
],
"solution": [
1.808272477621354E-4,
-0.0017371825735328914,
-6.037040849739882E-4,
0.001348405349250029,
9.733962367725995E-4,
3.9188616873434045E-4,
2.143282502244853E-4,
9.771511284386856E-4,
-7.79537449106053E-4,
-2.2458750630500668E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2140,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
207.19296727222596
],
"mean_fitness": [
353.736801709468
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
191.13938189110522
],
"mean_fitness": [
323.82295484741866
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
176.45478095821784
],
"mean_fitness": [
308.8931243787404
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
153.6896679868616
],
"mean_fitness": [
272.03724819883746
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
138.21824203743859
],
"mean_fitness": [
250.19526774163745
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
138.21824203743859
],
"mean_fitness": [
226.4887463793253
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
94.6060054582138
],
"mean_fitness": [
203.32905036024786
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
88.53009032392234
],
"mean_fitness": [
182.4452187197976
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
71.3455438686419
],
"mean_fitness": [
153.15409225925833
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
56.35457640431911
],
"mean_fitness": [
131.7819869786498
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
53.31816586571725
],
"mean_fitness": [
107.80910291280341
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
33.37561932665092
],
"mean_fitness": [
91.82594671871706
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
33.37561932665092
],
"mean_fitness": [
78.24476351144574
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
16.207620239943566
],
"mean_fitness": [
64.56480218510663
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
16.207620239943566
],
"mean_fitness": [
51.942247074348735
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
16.207620239943566
],
"mean_fitness": [
41.412607196659614
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
13.95336768377104
],
"mean_fitness": [
35.45704352421205
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
12.337522473043782
],
"mean_fitness": [
28.796372159850307
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
11.235419166640318
],
"mean_fitness": [
21.58661995329312
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
8.523720005362188
],
"mean_fitness": [
17.673161328676482
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
8.523720005362188
],
"mean_fitness": [
15.759569727654812
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
8.523720005362188
],
"mean_fitness": [
14.924920504783362
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
6.415674585208074
],
"mean_fitness": [
13.719623262856695
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
3.573307815365178
],
"mean_fitness": [
12.713709017098708
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
3.573307815365178
],
"mean_fitness": [
11.138932277973439
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
3.573307815365178
],
"mean_fitness": [
8.76611870295989
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
3.573307815365178
],
"mean_fitness": [
8.01266239346301
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
3.573307815365178
],
"mean_fitness": [
7.125336259728142
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
3.048522557430567
],
"mean_fitness": [
6.234663154426227
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
3.048522557430567
],
"mean_fitness": [
5.5905576792997635
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
1.5142621308242772
],
"mean_fitness": [
4.910772877181401
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
1.463984882440964
],
"mean_fitness": [
3.7332771660494175
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
1.463984882440964
],
"mean_fitness": [
3.2329907989197295
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
1.2721540187678395
],
"mean_fitness": [
2.759759104977987
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
1.2721540187678395
],
"mean_fitness": [
2.4368625892925406
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
0.8229495467910348
],
"mean_fitness": [
1.9570954780241288
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
0.8229495467910348
],
"mean_fitness": [
1.6432701477788911
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
0.8229495467910348
],
"mean_fitness": [
1.4717787688416393
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
0.8229495467910348
],
"mean_fitness": [
1.3354547769235132
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
0.8229495467910348
],
"mean_fitness": [
1.083896588301331
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
0.8229495467910348
],
"mean_fitness": [
1.0311056033674444
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.4930980379290227
],
"mean_fitness": [
0.9974411509410752
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.4930980379290227
],
"mean_fitness": [
0.9107630937857476
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.44542188257933724
],
"mean_fitness": [
0.7238991843429169
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.21281761471645755
],
"mean_fitness": [
0.614076626385452
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.21281761471645755
],
"mean_fitness": [
0.5244685550017176
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.21281761471645755
],
"mean_fitness": [
0.4642899044722297
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.21281761471645755
],
"mean_fitness": [
0.41169308359824786
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.1725196605781991
],
"mean_fitness": [
0.3429505386642012
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.1725196605781991
],
"mean_fitness": [
0.30538538727419406
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.1084106765979381
],
"mean_fitness": [
0.2649910298264905
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.10418636015338945
],
"mean_fitness": [
0.23198334351375158
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.09711027185503825
],
"mean_fitness": [
0.18640471295285485
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.0770469827218186
],
"mean_fitness": [
0.143238775874803
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.06332780485349424
],
"mean_fitness": [
0.11985654670496992
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.03008858794883643
],
"mean_fitness": [
0.09343201365814119
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.03008858794883643
],
"mean_fitness": [
0.08143409517467864
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.02067428398848122
],
"mean_fitness": [
0.06776246135947181
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.02067428398848122
],
"mean_fitness": [
0.06292265553980156
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.02067428398848122
],
"mean_fitness": [
0.05244539769758083
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.017990585525526813
],
"mean_fitness": [
0.04406624977387692
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.015626878396825902
],
"mean_fitness": [
0.03620832414950133
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.006863024134997106
],
"mean_fitness": [
0.031147210876414987
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.023778123493359928
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.018172939170300537
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.015441933582167767
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.013438027989879675
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.011220904450994525
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.00956814856247133
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.004127300483846511
],
"mean_fitness": [
0.0073396797411756625
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.0035263155201770047
],
"mean_fitness": [
0.006100111012537451
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.002471930742658043
],
"mean_fitness": [
0.005535653420657677
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.002471930742658043
],
"mean_fitness": [
0.005198846979742711
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.002471930742658043
],
"mean_fitness": [
0.0046519964315311305
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.0015593187813830662
],
"mean_fitness": [
0.003977019629051318
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.0010346772070263539
],
"mean_fitness": [
0.0036202476368987933
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.0010346772070263539
],
"mean_fitness": [
0.003103829601314188
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.0010346772070263539
],
"mean_fitness": [
0.0027025985202863197
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.0010346772070263539
],
"mean_fitness": [
0.0023204100998837325
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.0010346772070263539
],
"mean_fitness": [
0.0020234775992222964
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
4.217687077177403E-4
],
"mean_fitness": [
0.0017029430257165163
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
4.217687077177403E-4
],
"mean_fitness": [
0.0015074884965140475
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
2.934864485956264E-4
],
"mean_fitness": [
0.0012611311547184867
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
2.934864485956264E-4
],
"mean_fitness": [
0.0011393539774542283
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
2.934864485956264E-4
],
"mean_fitness": [
9.865070135610763E-4
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
2.834268155752809E-4
],
"mean_fitness": [
7.849004473940421E-4
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
2.834268155752809E-4
],
"mean_fitness": [
6.42598675202933E-4
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
1.5140256256210952E-4
],
"mean_fitness": [
5.684974196567325E-4
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
1.5140256256210952E-4
],
"mean_fitness": [
4.6941955280301056E-4
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
1.3876463825240616E-4
],
"mean_fitness": [
3.781117815146542E-4
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
7.36828683437727E-5
],
"mean_fitness": [
3.2843845941115784E-4
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
5.7056582454610155E-5
],
"mean_fitness": [
3.0569436179267104E-4
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
5.7056582454610155E-5
],
"mean_fitness": [
2.682115427489329E-4
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
5.7056582454610155E-5
],
"mean_fitness": [
2.502874036357466E-4
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
5.7056582454610155E-5
],
"mean_fitness": [
1.9572072942569633E-4
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
5.7056582454610155E-5
],
"mean_fitness": [
1.5398492194918493E-4
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
4.6674788571397614E-5
],
"mean_fitness": [
1.2006493603325264E-4
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
3.8771159218295285E-5
],
"mean_fitness": [
9.990455448536595E-5
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
3.8771159218295285E-5
],
"mean_fitness": [
8.533503155042378E-5
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
1.6950453372010075E-5
],
"mean_fitness": [
6.889168744873836E-5
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
1.4844457818272076E-5
],
"mean_fitness": [
4.8956098083525124E-5
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
1.4844457818272076E-5
],
"mean_fitness": [
3.9834396076582256E-5
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
1.4844457818272076E-5
],
"mean_fitness": [
3.2769935396519035E-5
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
1.4844457818272076E-5
],
"mean_fitness": [
3.095234409253467E-5
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
1.4844457818272076E-5
],
"mean_fitness": [
2.728506726655896E-5
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
1.1594603877249002E-5
],
"mean_fitness": [
2.466770322035996E-5
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
7.594085949407014E-6
],
"mean_fitness": [
2.2061697353703677E-5
]
}
],
"solution": [
-0.0015251494189510227,
0.0015477468007746836,
7.038520142009968E-4,
0.0012116065415330043,
2.2598257264235932E-5,
-3.730508650267466E-4,
5.409504347909711E-4,
1.5398593991095694E-5,
6.587272755564238E-4,
2.0645393748659497E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2560,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
233.76432205234082
],
"mean_fitness": [
363.29788861563094
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
195.30726897017968
],
"mean_fitness": [
323.7828737579863
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
172.38483552131322
],
"mean_fitness": [
276.5390045902567
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
172.38483552131322
],
"mean_fitness": [
253.66950463733852
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
157.95838822392793
],
"mean_fitness": [
237.54223082953212
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
157.95838822392793
],
"mean_fitness": [
229.57095091690903
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
210.00236107751363
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
186.27243279662085
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
176.30320579686986
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
173.98558993525745
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
159.3482412580799
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
142.7777735739428
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
60.99367380951182
],
"mean_fitness": [
119.55703668271096
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
59.625943237125554
],
"mean_fitness": [
108.89530010008153
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
55.262850863735046
],
"mean_fitness": [
100.4363104030796
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
55.262850863735046
],
"mean_fitness": [
95.38598719668114
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
46.96215825846521
],
"mean_fitness": [
77.91957092101563
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
44.02587774486168
],
"mean_fitness": [
70.80124025027524
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
30.690773934860363
],
"mean_fitness": [
63.10546565830898
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
30.690773934860363
],
"mean_fitness": [
57.175225841036834
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
18.425212018788898
],
"mean_fitness": [
44.779024167650945
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
17.811406689146107
],
"mean_fitness": [
39.25909615073735
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
17.360088463670102
],
"mean_fitness": [
37.9377737378115
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
17.360088463670102
],
"mean_fitness": [
32.569161799292544
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
17.360088463670102
],
"mean_fitness": [
31.6907712025991
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
11.284171598357936
],
"mean_fitness": [
28.631248920938837
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
6.250822590767534
],
"mean_fitness": [
25.115592038000152
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
6.250822590767534
],
"mean_fitness": [
21.055344828819006
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
6.250822590767534
],
"mean_fitness": [
17.630605156911205
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
6.250822590767534
],
"mean_fitness": [
16.170772989048967
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
6.250822590767534
],
"mean_fitness": [
13.670944196773409
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
3.182512988089938
],
"mean_fitness": [
12.334811292248395
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
3.182512988089938
],
"mean_fitness": [
10.590654661299443
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
3.182512988089938
],
"mean_fitness": [
9.446484538430045
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
3.182512988089938
],
"mean_fitness": [
7.980654104768054
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
3.182512988089938
],
"mean_fitness": [
6.363882324730325
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
2.3028435454781433
],
"mean_fitness": [
5.772779305087868
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
1.5328228933367751
],
"mean_fitness": [
4.818862883722709
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
1.4676196483363346
],
"mean_fitness": [
3.8989747880271146
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
1.3937727400951567
],
"mean_fitness": [
3.461852787491858
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
1.3937727400951567
],
"mean_fitness": [
3.143037399447247
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
1.2727815585121938
],
"mean_fitness": [
2.772957290934511
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.7160082141063129
],
"mean_fitness": [
2.2875790826600935
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.7160082141063129
],
"mean_fitness": [
2.1230197342987056
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.7160082141063129
],
"mean_fitness": [
1.764959513114127
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.7160082141063129
],
"mean_fitness": [
1.6097211381102317
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.6198908525516872
],
"mean_fitness": [
1.4037685446604278
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.6198908525516872
],
"mean_fitness": [
1.1090041427320545
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.41468539187012127
],
"mean_fitness": [
0.958782062462127
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.41468539187012127
],
"mean_fitness": [
0.8079231787777938
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.34704766558396644
],
"mean_fitness": [
0.6279963155143353
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.287465687158999
],
"mean_fitness": [
0.5248675450183518
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.287465687158999
],
"mean_fitness": [
0.4902795960750198
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.28158378874010337
],
"mean_fitness": [
0.4546042974131816
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.231602686249991
],
"mean_fitness": [
0.39496423747563314
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.19716752211544078
],
"mean_fitness": [
0.3549738714114654
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.13091134200391286
],
"mean_fitness": [
0.29632152978198245
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.10107539938696594
],
"mean_fitness": [
0.23514996673435684
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.0724400320541226
],
"mean_fitness": [
0.20228862234772943
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.04106797223996063
],
"mean_fitness": [
0.14640611888823324
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.04106797223996063
],
"mean_fitness": [
0.11237890423454736
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.04106797223996063
],
"mean_fitness": [
0.08960635291459555
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.022674708729565313
],
"mean_fitness": [
0.07454477661002834
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.022674708729565313
],
"mean_fitness": [
0.062399844318657915
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.022674708729565313
],
"mean_fitness": [
0.05890597706487891
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.050717247563848364
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.048155784306482714
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.04136026205265602
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.035639112823150694
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.030826222441442203
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.026185692253723192
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.013602219333843894
],
"mean_fitness": [
0.025101022708792227
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.009581733252014757
],
"mean_fitness": [
0.01943207100212417
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.00598848660672399
],
"mean_fitness": [
0.015854312662393337
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.00598848660672399
],
"mean_fitness": [
0.013719884063530818
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.00598848660672399
],
"mean_fitness": [
0.011870427754645902
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.00598848660672399
],
"mean_fitness": [
0.010984323715630812
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.005793520327110363
],
"mean_fitness": [
0.010063153037526036
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.0035320580709498283
],
"mean_fitness": [
0.009439952619496752
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.002462290812092339
],
"mean_fitness": [
0.008474760940287642
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.002462290812092339
],
"mean_fitness": [
0.007409431790406383
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.0022303886897590956
],
"mean_fitness": [
0.005510044453181555
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0038121843345336943
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.003154333185596338
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0027857517215407832
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0022713465325472893
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0017624721467753956
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0015990380415276887
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0013909053573081043
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.001163458077781274
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
0.0011085344219876252
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
8.269547796016418E-4
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
5.196718179288586E-4
],
"mean_fitness": [
7.322762524236184E-4
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
4.41023773543078E-4
],
"mean_fitness": [
6.706740357641249E-4
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
4.41023773543078E-4
],
"mean_fitness": [
6.110987014067658E-4
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
4.3353935771930474E-4
],
"mean_fitness": [
5.629950227655396E-4
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
2.7966878275593186E-4
],
"mean_fitness": [
5.069029938302974E-4
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
2.7966878275593186E-4
],
"mean_fitness": [
4.7457949390106125E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
2.169480306705013E-4
],
"mean_fitness": [
3.9986981210309166E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
2.169480306705013E-4
],
"mean_fitness": [
3.7748830688614967E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
2.169480306705013E-4
],
"mean_fitness": [
3.618146437532659E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
2.169480306705013E-4
],
"mean_fitness": [
3.37983678170298E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
2.169480306705013E-4
],
"mean_fitness": [
3.231451083172316E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
1.8415810259261455E-4
],
"mean_fitness": [
3.032753423110105E-4
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
1.7779649058875224E-4
],
"mean_fitness": [
2.6983260309652456E-4
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
1.5429487145025847E-4
],
"mean_fitness": [
2.265961001898212E-4
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
1.0983688181544881E-4
],
"mean_fitness": [
1.936095112639636E-4
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
1.0983688181544881E-4
],
"mean_fitness": [
1.6834294888201266E-4
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
9.182798001913855E-5
],
"mean_fitness": [
1.4319252643094145E-4
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
8.957386391190418E-5
],
"mean_fitness": [
1.3562711534135198E-4
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
8.259332088878288E-5
],
"mean_fitness": [
1.1992628330810109E-4
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
8.259332088878288E-5
],
"mean_fitness": [
1.1232910461775311E-4
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
8.11827008006937E-5
],
"mean_fitness": [
1.0686399487338674E-4
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
5.010545059828425E-5
],
"mean_fitness": [
9.542799142086647E-5
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
5.010545059828425E-5
],
"mean_fitness": [
8.587024524041504E-5
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
3.732082057912044E-5
],
"mean_fitness": [
7.837602398908663E-5
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
3.732082057912044E-5
],
"mean_fitness": [
7.213192817122493E-5
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
3.732082057912044E-5
],
"mean_fitness": [
5.8009853428013514E-5
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
3.732082057912044E-5
],
"mean_fitness": [
5.60023209844385E-5
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
3.732082057912044E-5
],
"mean_fitness": [
5.3459393541995694E-5
]
},
{
"generation": 121,
"function_calls": 2420,
"best_fitness": [
3.732082057912044E-5
],
"mean_fitness": [
4.848776462975646E-5
]
},
{
"generation": 122,
"function_calls": 2440,
"best_fitness": [
2.4299697639813844E-5
],
"mean_fitness": [
4.485969057659458E-5
]
},
{
"generation": 123,
"function_calls": 2460,
"best_fitness": [
2.4299697639813844E-5
],
"mean_fitness": [
3.993265267915104E-5
]
},
{
"generation": 124,
"function_calls": 2480,
"best_fitness": [
1.8974952074470495E-5
],
"mean_fitness": [
3.788978875859105E-5
]
},
{
"generation": 125,
"function_calls": 2500,
"best_fitness": [
1.8974952074470495E-5
],
"mean_fitness": [
3.325663948131852E-5
]
},
{
"generation": 126,
"function_calls": 2520,
"best_fitness": [
1.1718096237599877E-5
],
"mean_fitness": [
2.8929887332038298E-5
]
},
{
"generation": 127,
"function_calls": 2540,
"best_fitness": [
1.0260833298824737E-5
],
"mean_fitness": [
2.1626915637834074E-5
]
},
{
"generation": 128,
"function_calls": 2560,
"best_fitness": [
7.020588352752792E-6
],
"mean_fitness": [
1.913040818259346E-5
]
}
],
"solution": [
-9.467417284264221E-4,
-0.0014590074554032065,
6.640198177823709E-4,
1.610294093424648E-4,
-1.8334923484175539E-4,
0.001613692584292191,
2.4892282286633697E-4,
8.160531699608219E-4,
3.849010608395897E-4,
1.22629667319647E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 3100,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
224.26775021260056
],
"mean_fitness": [
351.2706391433794
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
206.02624857497958
],
"mean_fitness": [
318.77851721612683
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
203.92356336964025
],
"mean_fitness": [
299.19892205410105
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
201.25570877200147
],
"mean_fitness": [
266.55719464098814
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
146.6367276620297
],
"mean_fitness": [
246.2663365851402
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
67.02095475913329
],
"mean_fitness": [
227.3744971553271
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
67.02095475913329
],
"mean_fitness": [
200.63207631568358
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
67.02095475913329
],
"mean_fitness": [
177.08930568270847
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
63.28041199825415
],
"mean_fitness": [
153.8640682591285
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
45.220029266219235
],
"mean_fitness": [
141.31304261715596
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
45.220029266219235
],
"mean_fitness": [
131.8275589070268
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
45.220029266219235
],
"mean_fitness": [
124.39968987858204
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
45.220029266219235
],
"mean_fitness": [
97.95272616970962
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
42.12856355622361
],
"mean_fitness": [
94.52195919119221
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
42.12856355622361
],
"mean_fitness": [
84.18314024820413
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
29.734947662414033
],
"mean_fitness": [
75.97370625505114
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
22.63376905479051
],
"mean_fitness": [
57.95816416196806
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
22.63376905479051
],
"mean_fitness": [
53.09624639945749
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
22.63376905479051
],
"mean_fitness": [
42.1000395713173
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
19.070659846719035
],
"mean_fitness": [
38.34063598822128
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
19.070659846719035
],
"mean_fitness": [
34.958053239457186
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
19.070659846719035
],
"mean_fitness": [
32.998423916938826
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
19.007937412614258
],
"mean_fitness": [
27.5851215486667
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
14.342120516299715
],
"mean_fitness": [
24.11290089924299
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
13.227371696890174
],
"mean_fitness": [
20.55060554071583
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
8.720707552537464
],
"mean_fitness": [
18.995069313736693
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
8.720707552537464
],
"mean_fitness": [
17.171365953276485
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
8.720707552537464
],
"mean_fitness": [
16.41155147797549
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
5.936166203980516
],
"mean_fitness": [
14.956268907120252
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
5.936166203980516
],
"mean_fitness": [
13.180504783034644
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
5.877255610441253
],
"mean_fitness": [
11.227023454739694
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
4.992754792978507
],
"mean_fitness": [
9.958972527158943
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
3.9192114369761875
],
"mean_fitness": [
8.555846956618128
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
3.9192114369761875
],
"mean_fitness": [
7.83779589166482
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
3.9192114369761875
],
"mean_fitness": [
6.49676716701718
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
2.2890993316208528
],
"mean_fitness": [
6.056151353283349
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
2.261507161514173
],
"mean_fitness": [
4.803634089855809
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
2.261507161514173
],
"mean_fitness": [
4.519349966666339
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
2.261507161514173
],
"mean_fitness": [
4.222298984264105
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
1.9797963669858683
],
"mean_fitness": [
3.5315581456661285
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
1.6333107661957027
],
"mean_fitness": [
3.319199585381979
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
1.5644943329163272
],
"mean_fitness": [
2.7409966879781194
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.886914412632886
],
"mean_fitness": [
2.3534748497119495
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.886914412632886
],
"mean_fitness": [
2.2224539543930653
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.886914412632886
],
"mean_fitness": [
1.9018849284913049
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.886914412632886
],
"mean_fitness": [
1.5699537811350284
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.886914412632886
],
"mean_fitness": [
1.4707090324758112
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.886914412632886
],
"mean_fitness": [
1.3115935345541345
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.7560835761238541
],
"mean_fitness": [
1.1084336269215456
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.6233441070226574
],
"mean_fitness": [
1.0291977276555648
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.4929022722381015
],
"mean_fitness": [
0.955352190732496
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.4929022722381015
],
"mean_fitness": [
0.8678799312764978
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.4929022722381015
],
"mean_fitness": [
0.7932804721387449
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.3565545110685813
],
"mean_fitness": [
0.6799144817755138
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.2695466374861884
],
"mean_fitness": [
0.5980492259621024
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.18576496229541287
],
"mean_fitness": [
0.48295885666695026
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.07809695920115838
],
"mean_fitness": [
0.4078817358561161
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.07809695920115838
],
"mean_fitness": [
0.3793912831713586
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.07809695920115838
],
"mean_fitness": [
0.3320456999679886
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.061083643192501876
],
"mean_fitness": [
0.2993215404956936
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.061083643192501876
],
"mean_fitness": [
0.27854702932089076
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.061083643192501876
],
"mean_fitness": [
0.2342689857994698
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.061083643192501876
],
"mean_fitness": [
0.21534185728265037
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.061083643192501876
],
"mean_fitness": [
0.1778199697399047
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.05037114868883037
],
"mean_fitness": [
0.14197952703887495
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.04834470334065664
],
"mean_fitness": [
0.13456264986446823
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.04834470334065664
],
"mean_fitness": [
0.11554028224781732
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.037155882685673325
],
"mean_fitness": [
0.09972593707936002
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.037155882685673325
],
"mean_fitness": [
0.08172054946970267
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.037155882685673325
],
"mean_fitness": [
0.07612110194907934
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.037155882685673325
],
"mean_fitness": [
0.0696664005851308
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.023111983388591738
],
"mean_fitness": [
0.056445622654498394
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.021268986477093025
],
"mean_fitness": [
0.04570845570373418
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.021268986477093025
],
"mean_fitness": [
0.040596641561950794
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.018923846835776095
],
"mean_fitness": [
0.03585409770876753
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.009222278985831835
],
"mean_fitness": [
0.030639763950991418
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.009222278985831835
],
"mean_fitness": [
0.02281851926651109
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.009222278985831835
],
"mean_fitness": [
0.01950361761800759
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.009222278985831835
],
"mean_fitness": [
0.018534103386299905
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.007982530556567056
],
"mean_fitness": [
0.017109573420744213
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.007982530556567056
],
"mean_fitness": [
0.015905725253468096
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.007982530556567056
],
"mean_fitness": [
0.013388410780539409
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.007982530556567056
],
"mean_fitness": [
0.012652907652625778
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.007149987405350954
],
"mean_fitness": [
0.01137143549030628
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.006799462841255509
],
"mean_fitness": [
0.009957491353149977
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.006700206809856688
],
"mean_fitness": [
0.008927159484778091
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
0.005162442504808419
],
"mean_fitness": [
0.008127403211871612
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
0.005162442504808419
],
"mean_fitness": [
0.007179539245297195
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
0.005162442504808419
],
"mean_fitness": [
0.006345579333278258
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
0.005162442504808419
],
"mean_fitness": [
0.006037526029144349
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
0.0045780364395088475
],
"mean_fitness": [
0.005665223843301928
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
0.004425894490788244
],
"mean_fitness": [
0.005332390126832219
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
0.004425894490788244
],
"mean_fitness": [
0.005191192039461482
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
0.004425894490788244
],
"mean_fitness": [
0.004999583073997422
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
0.004283187438751083
],
"mean_fitness": [
0.0048222166879435995
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
0.003950276905037496
],
"mean_fitness": [
0.004567522859364876
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
0.003950276905037496
],
"mean_fitness": [
0.004513183482092566
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
0.003950276905037496
],
"mean_fitness": [
0.004413151318952152
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
0.003950276905037496
],
"mean_fitness": [
0.004278292529954314
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
0.003950276905037496
],
"mean_fitness": [
0.00419977415262923
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
0.003950276905037496
],
"mean_fitness": [
0.0041614952001866054
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
0.003872924651894334
],
"mean_fitness": [
0.0040921574204238875
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
0.0037867205266775695
],
"mean_fitness": [
0.004013416006638929
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
0.0037223316910853345
],
"mean_fitness": [
0.003957978749143548
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
0.0036568288906016636
],
"mean_fitness": [
0.0038934579813558077
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
0.0035646766064438844
],
"mean_fitness": [
0.0038342605223419314
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
0.0035646766064438844
],
"mean_fitness": [
0.0037683933693077884
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
0.0035646766064438844
],
"mean_fitness": [
0.003710704938339792
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
0.0034874026953642806
],
"mean_fitness": [
0.003672857727156428
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
0.0033452120294151736
],
"mean_fitness": [
0.0036100448240805167
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
0.0033452120294151736
],
"mean_fitness": [
0.0035374369202687953
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
0.0032444069490530467
],
"mean_fitness": [
0.003467458754692389
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
0.0030016424893029906
],
"mean_fitness": [
0.0033599170229658614
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
0.0030016424893029906
],
"mean_fitness": [
0.003278094724041219
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
0.002814413329304293
],
"mean_fitness": [
0.0031563835026961196
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
0.0027379816351307015
],
"mean_fitness": [
0.003037298865051198
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
0.0027379816351307015
],
"mean_fitness": [
0.0029936996366962403
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
0.002635782908846651
],
"mean_fitness": [
0.0028911285487377278
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
0.002607359083841354
],
"mean_fitness": [
0.00283289329051713
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
0.0024893855336988744
],
"mean_fitness": [
0.0027440250886563346
]
},
{
"generation": 121,
"function_calls": 2420,
"best_fitness": [
0.0023127203755926363
],
"mean_fitness": [
0.0026421752499279825
]
},
{
"generation": 122,
"function_calls": 2440,
"best_fitness": [
0.0023127203755926363
],
"mean_fitness": [
0.0025722488210370266
]
},
{
"generation": 123,
"function_calls": 2460,
"best_fitness": [
0.002194941282133406
],
"mean_fitness": [
0.002499564242463143
]
},
{
"generation": 124,
"function_calls": 2480,
"best_fitness": [
0.0020633544145747047
],
"mean_fitness": [
0.002425446924643669
]
},
{
"generation": 125,
"function_calls": 2500,
"best_fitness": [
0.0019494047820297635
],
"mean_fitness": [
0.002303572739414436
]
},
{
"generation": 126,
"function_calls": 2520,
"best_fitness": [
0.001577789631774474
],
"mean_fitness": [
0.002162166618886065
]
},
{
"generation": 127,
"function_calls": 2540,
"best_fitness": [
0.0013149205776225885
],
"mean_fitness": [
0.001972085662105613
]
},
{
"generation": 128,
"function_calls": 2560,
"best_fitness": [
0.0012515517948255136
],
"mean_fitness": [
0.0017957755214591561
]
},
{
"generation": 129,
"function_calls": 2580,
"best_fitness": [
6.893022857380568E-4
],
"mean_fitness": [
0.0015462333897290246
]
},
{
"generation": 130,
"function_calls": 2600,
"best_fitness": [
6.893022857380568E-4
],
"mean_fitness": [
0.0012810792753693166
]
},
{
"generation": 131,
"function_calls": 2620,
"best_fitness": [
5.273500019515066E-4
],
"mean_fitness": [
0.0010977038038710676
]
},
{
"generation": 132,
"function_calls": 2640,
"best_fitness": [
2.696237730613288E-4
],
"mean_fitness": [
9.530362575739474E-4
]
},
{
"generation": 133,
"function_calls": 2660,
"best_fitness": [
2.696237730613288E-4
],
"mean_fitness": [
7.337398854740324E-4
]
},
{
"generation": 134,
"function_calls": 2680,
"best_fitness": [
2.4976603849657226E-4
],
"mean_fitness": [
5.685372345193196E-4
]
},
{
"generation": 135,
"function_calls": 2700,
"best_fitness": [
1.9788050805460899E-4
],
"mean_fitness": [
4.574862827287175E-4
]
},
{
"generation": 136,
"function_calls": 2720,
"best_fitness": [
1.9788050805460899E-4
],
"mean_fitness": [
4.02549666271032E-4
]
},
{
"generation": 137,
"function_calls": 2740,
"best_fitness": [
1.9788050805460899E-4
],
"mean_fitness": [
3.736637324132998E-4
]
},
{
"generation": 138,
"function_calls": 2760,
"best_fitness": [
1.1990732732106014E-4
],
"mean_fitness": [
3.405181610211888E-4
]
},
{
"generation": 139,
"function_calls": 2780,
"best_fitness": [
1.1990732732106014E-4
],
"mean_fitness": [
2.9451881236072E-4
]
},
{
"generation": 140,
"function_calls": 2800,
"best_fitness": [
1.1340999944047992E-4
],
"mean_fitness": [
2.2969021039455158E-4
]
},
{
"generation": 141,
"function_calls": 2820,
"best_fitness": [
7.585807582957248E-5
],
"mean_fitness": [
1.8831587510490918E-4
]
},
{
"generation": 142,
"function_calls": 2840,
"best_fitness": [
3.92551038150442E-5
],
"mean_fitness": [
1.4658565474669053E-4
]
},
{
"generation": 143,
"function_calls": 2860,
"best_fitness": [
3.92551038150442E-5
],
"mean_fitness": [
1.140634476351451E-4
]
},
{
"generation": 144,
"function_calls": 2880,
"best_fitness": [
2.8592564969425152E-5
],
"mean_fitness": [
9.450516864047922E-5
]
},
{
"generation": 145,
"function_calls": 2900,
"best_fitness": [
2.8592564969425152E-5
],
"mean_fitness": [
8.003247629746339E-5
]
},
{
"generation": 146,
"function_calls": 2920,
"best_fitness": [
2.8592564969425152E-5
],
"mean_fitness": [
6.14015023892567E-5
]
},
{
"generation": 147,
"function_calls": 2940,
"best_fitness": [
1.9595649314473663E-5
],
"mean_fitness": [
4.561982163839777E-5
]
},
{
"generation": 148,
"function_calls": 2960,
"best_fitness": [
1.759518841621636E-5
],
"mean_fitness": [
3.451423948439647E-5
]
},
{
"generation": 149,
"function_calls": 2980,
"best_fitness": [
1.759518841621636E-5
],
"mean_fitness": [
3.0442370351007095E-5
]
},
{
"generation": 150,
"function_calls": 3000,
"best_fitness": [
1.759518841621636E-5
],
"mean_fitness": [
2.8873532994831924E-5
]
},
{
"generation": 151,
"function_calls": 3020,
"best_fitness": [
1.759518841621636E-5
],
"mean_fitness": [
2.594419252441778E-5
]
},
{
"generation": 152,
"function_calls": 3040,
"best_fitness": [
1.6812618347045904E-5
],
"mean_fitness": [
2.2910485472483383E-5
]
},
{
"generation": 153,
"function_calls": 3060,
"best_fitness": [
1.2558200072832327E-5
],
"mean_fitness": [
1.9682000984535125E-5
]
},
{
"generation": 154,
"function_calls": 3080,
"best_fitness": [
1.0108723484914907E-5
],
"mean_fitness": [
1.6908570932110933E-5
]
},
{
"generation": 155,
"function_calls": 3100,
"best_fitness": [
8.621998791394601E-6
],
"mean_fitness": [
1.5093543577313648E-5
]
}
],
"solution": [
-4.4939100474326063E-4,
0.001129787907232903,
5.630893053044189E-4,
-4.212778271506922E-4,
0.0011980372460138938,
-2.1767135435006948E-4,
0.001096729328604887,
2.15839991776236E-5,
0.001986721614132863,
-1.267410938774621E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2480,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
199.17916686930522
],
"mean_fitness": [
334.1830798217501
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
165.38608313382414
],
"mean_fitness": [
305.3386135897389
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
165.38608313382414
],
"mean_fitness": [
267.71430373690697
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
119.59741710623948
],
"mean_fitness": [
242.71708393714206
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
119.59741710623948
],
"mean_fitness": [
208.66224645245416
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
63.9096950937721
],
"mean_fitness": [
188.63315532165595
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
40.33042571432807
],
"mean_fitness": [
160.38220939692013
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
40.33042571432807
],
"mean_fitness": [
134.32122373189253
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
40.33042571432807
],
"mean_fitness": [
119.91641931852003
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
40.33042571432807
],
"mean_fitness": [
110.26702635734402
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
40.33042571432807
],
"mean_fitness": [
107.36338330518808
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
30.546546395559435
],
"mean_fitness": [
93.31704336449954
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
30.546546395559435
],
"mean_fitness": [
83.28484878049133
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
30.546546395559435
],
"mean_fitness": [
76.58223030545996
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
30.546546395559435
],
"mean_fitness": [
70.102558545886
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
25.118462922570334
],
"mean_fitness": [
63.498184280821555
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
25.118462922570334
],
"mean_fitness": [
58.90518293496841
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
22.469641118248134
],
"mean_fitness": [
48.559746606256816
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
22.469641118248134
],
"mean_fitness": [
43.87309637865605
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
22.469641118248134
],
"mean_fitness": [
38.252923519244646
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
12.551034422343307
],
"mean_fitness": [
32.318733135345795
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
12.551034422343307
],
"mean_fitness": [
30.442573356710703
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
10.751245634007432
],
"mean_fitness": [
26.68192881769
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
10.751245634007432
],
"mean_fitness": [
23.154071037868555
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
9.935489732834778
],
"mean_fitness": [
18.675893512982697
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
7.006114182147285
],
"mean_fitness": [
15.084966700399846
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
7.006114182147285
],
"mean_fitness": [
13.259463366778311
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
5.502592861518572
],
"mean_fitness": [
11.20199727748312
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
5.502592861518572
],
"mean_fitness": [
10.557642372919105
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
5.502592861518572
],
"mean_fitness": [
9.932095052649892
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
5.502592861518572
],
"mean_fitness": [
8.572723892980187
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
5.502592861518572
],
"mean_fitness": [
8.08496746511407
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
5.502592861518572
],
"mean_fitness": [
7.8199066366001615
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
3.2151236566101304
],
"mean_fitness": [
6.816184087300871
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
3.2151236566101304
],
"mean_fitness": [
6.3195083916064165
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
2.170099426459261
],
"mean_fitness": [
5.521029747815203
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
2.0207362529897
],
"mean_fitness": [
4.676030110870265
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
2.0207362529897
],
"mean_fitness": [
4.003602326174439
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
1.7379320152650495
],
"mean_fitness": [
3.6571941791602733
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
1.7379320152650495
],
"mean_fitness": [
3.068636277363475
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
1.4218859268693789
],
"mean_fitness": [
2.7676709847444627
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.706448174967104
],
"mean_fitness": [
2.387881477447681
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.706448174967104
],
"mean_fitness": [
1.9224563468036258
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.706448174967104
],
"mean_fitness": [
1.7488820041488229
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.706448174967104
],
"mean_fitness": [
1.5994099146203105
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.706448174967104
],
"mean_fitness": [
1.4820759983811882
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.5353257871549332
],
"mean_fitness": [
1.3321841331005104
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.5353257871549332
],
"mean_fitness": [
1.277150557023861
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.46432611717384425
],
"mean_fitness": [
1.111082595154398
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.46432611717384425
],
"mean_fitness": [
0.9969608654777516
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.423791575370132
],
"mean_fitness": [
0.8544750848734672
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.26240874759967936
],
"mean_fitness": [
0.749131145685384
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.26240874759967936
],
"mean_fitness": [
0.6160285344048935
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.26240874759967936
],
"mean_fitness": [
0.5333315581572885
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.16580881050150884
],
"mean_fitness": [
0.4891598393838844
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.16580881050150884
],
"mean_fitness": [
0.4422024858395875
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.16580881050150884
],
"mean_fitness": [
0.3530490689010358
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.1402290605458668
],
"mean_fitness": [
0.30790200556941927
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.1402290605458668
],
"mean_fitness": [
0.271836721763649
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.1402290605458668
],
"mean_fitness": [
0.25547242199949005
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.12668603186167238
],
"mean_fitness": [
0.21521320794667412
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.12668603186167238
],
"mean_fitness": [
0.20048380265124316
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.12668603186167238
],
"mean_fitness": [
0.18913882731010032
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.06830702332373337
],
"mean_fitness": [
0.1698265529626427
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.06830702332373337
],
"mean_fitness": [
0.1423642557753447
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.06830702332373337
],
"mean_fitness": [
0.13652128374350866
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.06111058709849954
],
"mean_fitness": [
0.11950773195155166
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.06111058709849954
],
"mean_fitness": [
0.09877541562108687
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.0587732486469981
],
"mean_fitness": [
0.08426301855045373
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.05241203633250907
],
"mean_fitness": [
0.07641870317916867
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.048141665282628955
],
"mean_fitness": [
0.07395017812440996
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.030837502408358666
],
"mean_fitness": [
0.06602318530298508
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.030837502408358666
],
"mean_fitness": [
0.05986343922403642
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.027088365825750332
],
"mean_fitness": [
0.052699066169895635
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.021369333133068946
],
"mean_fitness": [
0.04574834324063451
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.021369333133068946
],
"mean_fitness": [
0.04025973213601699
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.015669415939206153
],
"mean_fitness": [
0.03494308905641436
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.015669415939206153
],
"mean_fitness": [
0.030321388222057034
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.009621715843819812
],
"mean_fitness": [
0.023346804437804368
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.007044289281153732
],
"mean_fitness": [
0.01860372579441905
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.007044289281153732
],
"mean_fitness": [
0.01721180562060913
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.0064838611950662536
],
"mean_fitness": [
0.014740630639850077
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.005313965413679392
],
"mean_fitness": [
0.013504041838727016
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.005313965413679392
],
"mean_fitness": [
0.011355825094488571
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.004368456678381124
],
"mean_fitness": [
0.010130415841592091
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.002207143845015884
],
"mean_fitness": [
0.009068957217850662
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
0.002207143845015884
],
"mean_fitness": [
0.00813917680770836
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
0.002207143845015884
],
"mean_fitness": [
0.006927304882021977
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
0.0019066939328271687
],
"mean_fitness": [
0.005844257913774345
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
9.312747417074352E-4
],
"mean_fitness": [
0.004444437186618766
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
9.312747417074352E-4
],
"mean_fitness": [
0.0036091205783271843
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
6.818823347479754E-4
],
"mean_fitness": [
0.0029432294459356195
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
6.818823347479754E-4
],
"mean_fitness": [
0.0024173712518440384
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
0.001929514360570898
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
0.0015058681226664656
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
0.0013975368994841018
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
0.0011531116750085376
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
8.580708906200313E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
8.330830393102704E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
3.889030319735883E-4
],
"mean_fitness": [
7.489532361452663E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
2.223313590981426E-4
],
"mean_fitness": [
5.546160454795318E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
2.223313590981426E-4
],
"mean_fitness": [
5.295670311389854E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
2.1670038493847526E-4
],
"mean_fitness": [
4.6895025497977453E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
2.1670038493847526E-4
],
"mean_fitness": [
4.036929007811842E-4
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
1.656560813998504E-4
],
"mean_fitness": [
3.4626154911413236E-4
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
1.1864564268474745E-4
],
"mean_fitness": [
3.1534703665310097E-4
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
1.1864564268474745E-4
],
"mean_fitness": [
2.712224765432075E-4
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
9.612568476647633E-5
],
"mean_fitness": [
2.2237836103030853E-4
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
9.612568476647633E-5
],
"mean_fitness": [
1.721291025260574E-4
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
7.985129022787331E-5
],
"mean_fitness": [
1.5121412823371804E-4
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
7.985129022787331E-5
],
"mean_fitness": [
1.2738237136424214E-4
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
7.861621922316667E-5
],
"mean_fitness": [
1.2049416024838065E-4
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
5.3884781522290616E-5
],
"mean_fitness": [
1.1168592321701759E-4
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
2.3509446167590627E-5
],
"mean_fitness": [
9.486587321388321E-5
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
2.3509446167590627E-5
],
"mean_fitness": [
8.612912788867093E-5
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
2.0921086080602073E-5
],
"mean_fitness": [
7.176247399913472E-5
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
2.0921086080602073E-5
],
"mean_fitness": [
6.208726188485684E-5
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
1.7647687048037852E-5
],
"mean_fitness": [
5.4748658156466885E-5
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
1.694617752837395E-5
],
"mean_fitness": [
4.583223297170892E-5
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
1.694617752837395E-5
],
"mean_fitness": [
3.822903090652467E-5
]
},
{
"generation": 121,
"function_calls": 2420,
"best_fitness": [
1.694617752837395E-5
],
"mean_fitness": [
3.6870598078080636E-5
]
},
{
"generation": 122,
"function_calls": 2440,
"best_fitness": [
1.694617752837395E-5
],
"mean_fitness": [
3.174203802152419E-5
]
},
{
"generation": 123,
"function_calls": 2460,
"best_fitness": [
1.0723542736421722E-5
],
"mean_fitness": [
2.8806259177693198E-5
]
},
{
"generation": 124,
"function_calls": 2480,
"best_fitness": [
7.176983583131778E-6
],
"mean_fitness": [
2.2810042054678E-5
]
}
],
"solution": [
-6.498527979525307E-4,
3.5423687353378075E-4,
0.0011126598791616647,
0.0010670401353375801,
-3.2780584831524706E-4,
-1.6566093427755092E-5,
-0.0015437358712166768,
8.615668152675595E-4,
6.584128459284277E-4,
7.654724696948044E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2240,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
164.08510142522843
],
"mean_fitness": [
350.8142298290124
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
164.08510142522843
],
"mean_fitness": [
313.8570412926236
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
113.24112600547511
],
"mean_fitness": [
275.96332034330334
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
113.24112600547511
],
"mean_fitness": [
234.2987943092659
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
113.24112600547511
],
"mean_fitness": [
209.04323002238456
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
95.24352600941273
],
"mean_fitness": [
179.54236471756803
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
95.24352600941273
],
"mean_fitness": [
164.18397475589023
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
95.24352600941273
],
"mean_fitness": [
161.9643315467295
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
95.24352600941273
],
"mean_fitness": [
150.57893120006588
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
55.420597120765706
],
"mean_fitness": [
139.9140550792152
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
44.66834946945034
],
"mean_fitness": [
115.59460630833289
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
44.66834946945034
],
"mean_fitness": [
103.97263819452174
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
44.66834946945034
],
"mean_fitness": [
88.95621687731736
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
28.865683713510258
],
"mean_fitness": [
77.62693932073809
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
28.865683713510258
],
"mean_fitness": [
66.70685264877122
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
27.86309225552852
],
"mean_fitness": [
56.23052729156873
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
27.331575058990143
],
"mean_fitness": [
50.99208085695441
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
27.331575058990143
],
"mean_fitness": [
47.9092413477116
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
27.331575058990143
],
"mean_fitness": [
46.822464778169206
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
19.538908624110405
],
"mean_fitness": [
39.26093397267797
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
19.538908624110405
],
"mean_fitness": [
35.51025089309576
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
15.146556092740413
],
"mean_fitness": [
28.660077829732227
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
11.933693472024679
],
"mean_fitness": [
24.721835152999848
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
11.933693472024679
],
"mean_fitness": [
21.56578695402592
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
10.305876291142003
],
"mean_fitness": [
17.636123735011456
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
9.07121062667204
],
"mean_fitness": [
15.513262965751514
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
4.946528390047874
],
"mean_fitness": [
13.298181938696851
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
4.946528390047874
],
"mean_fitness": [
11.643069747218002
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
4.946528390047874
],
"mean_fitness": [
10.092746702891649
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
3.6335190145575917
],
"mean_fitness": [
7.651705722655994
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
2.4330858306632823
],
"mean_fitness": [
5.847927877258817
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
2.4330858306632823
],
"mean_fitness": [
5.008704376441582
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
2.3718923260267406
],
"mean_fitness": [
4.480893209796858
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
1.0015837235833283
],
"mean_fitness": [
3.379792398471764
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
0.9850543411528192
],
"mean_fitness": [
2.7739556940869186
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
0.9850543411528192
],
"mean_fitness": [
2.667240680029001
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
0.9850543411528192
],
"mean_fitness": [
2.5413201609978935
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
0.9850543411528192
],
"mean_fitness": [
2.149451327666111
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
0.8242360149675314
],
"mean_fitness": [
1.9189440035390546
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
0.8242360149675314
],
"mean_fitness": [
1.8312148855793424
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
0.6589374902273668
],
"mean_fitness": [
1.5089526896964203
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.6589374902273668
],
"mean_fitness": [
1.3286235369532424
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.4495040413358248
],
"mean_fitness": [
1.2006995727549055
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.4495040413358248
],
"mean_fitness": [
1.066202676861766
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.4495040413358248
],
"mean_fitness": [
0.9821407358521796
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.15919930369529858
],
"mean_fitness": [
0.885661505018339
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.15919930369529858
],
"mean_fitness": [
0.7506787187824958
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.15919930369529858
],
"mean_fitness": [
0.5865361258946616
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.15919930369529858
],
"mean_fitness": [
0.5073969465058344
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.15919930369529858
],
"mean_fitness": [
0.4236529756035587
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.1453379143042598
],
"mean_fitness": [
0.3759211562799445
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.1148899489394636
],
"mean_fitness": [
0.3127005575582932
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.11468181808441888
],
"mean_fitness": [
0.283011590504444
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.0702051029901526
],
"mean_fitness": [
0.1983773335704562
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.0702051029901526
],
"mean_fitness": [
0.16262537715279674
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.0702051029901526
],
"mean_fitness": [
0.1396025088118545
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.0702051029901526
],
"mean_fitness": [
0.11121122966786892
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.04314596889505115
],
"mean_fitness": [
0.10078851445998219
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.04314596889505115
],
"mean_fitness": [
0.09429572412677226
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.040755514403292926
],
"mean_fitness": [
0.08455264862163252
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.03525048285905012
],
"mean_fitness": [
0.07659066428639769
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.026321043954449015
],
"mean_fitness": [
0.05743497553095609
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.019138551911749763
],
"mean_fitness": [
0.05125551753030595
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.019138551911749763
],
"mean_fitness": [
0.04879555943184278
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.019138551911749763
],
"mean_fitness": [
0.043194359636674624
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.019138551911749763
],
"mean_fitness": [
0.03839533345373301
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.019138551911749763
],
"mean_fitness": [
0.03126001923362258
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.016318127371609488
],
"mean_fitness": [
0.02799158858950091
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.015320945465815848
],
"mean_fitness": [
0.026838449010513743
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.012936801010612776
],
"mean_fitness": [
0.023896150080822097
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.010103080595501229
],
"mean_fitness": [
0.017763945992670057
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.007807373892003479
],
"mean_fitness": [
0.015864516526682877
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.003857043297581894
],
"mean_fitness": [
0.014148637072733306
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.0034273369398338943
],
"mean_fitness": [
0.01047133359227261
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.0034273369398338943
],
"mean_fitness": [
0.008127470208740623
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.0034273369398338943
],
"mean_fitness": [
0.007412476723607592
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.0034273369398338943
],
"mean_fitness": [
0.00666661432044427
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.002419692953400057
],
"mean_fitness": [
0.0064443268256617866
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.002419692953400057
],
"mean_fitness": [
0.005861365274075827
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.002419692953400057
],
"mean_fitness": [
0.005294976784152425
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.0015273374160750292
],
"mean_fitness": [
0.004256343139153093
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
7.336020070807399E-4
],
"mean_fitness": [
0.003777836956841785
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
7.336020070807399E-4
],
"mean_fitness": [
0.0031250490554941405
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
7.336020070807399E-4
],
"mean_fitness": [
0.0026549547726569945
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
6.678914903397134E-4
],
"mean_fitness": [
0.0021935508171155435
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
6.678914903397134E-4
],
"mean_fitness": [
0.0018609240030807745
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
4.816418386807555E-4
],
"mean_fitness": [
0.0015535729963767212
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
4.5629095810494503E-4
],
"mean_fitness": [
0.0013620317647059896
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
4.151331962917341E-4
],
"mean_fitness": [
0.0011338161798034611
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
4.151331962917341E-4
],
"mean_fitness": [
9.980686325920284E-4
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
4.151331962917341E-4
],
"mean_fitness": [
8.672067923143799E-4
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
4.151331962917341E-4
],
"mean_fitness": [
8.080929427438937E-4
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
4.151331962917341E-4
],
"mean_fitness": [
7.552604231854412E-4
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
3.7907649827267334E-4
],
"mean_fitness": [
6.22992199934746E-4
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
2.0906649055213021E-4
],
"mean_fitness": [
5.286232487987718E-4
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
1.6705177680859194E-4
],
"mean_fitness": [
4.038875425898099E-4
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
7.737162286708025E-5
],
"mean_fitness": [
3.396719063726059E-4
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
7.737162286708025E-5
],
"mean_fitness": [
3.0054925294624956E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
7.737162286708025E-5
],
"mean_fitness": [
2.5482365589566926E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
7.737162286708025E-5
],
"mean_fitness": [
2.2182039734831627E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
5.519923719646246E-5
],
"mean_fitness": [
1.7307335579471464E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
5.519923719646246E-5
],
"mean_fitness": [
1.490295050053887E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
3.830066090512353E-5
],
"mean_fitness": [
1.026055445913531E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
3.830066090512353E-5
],
"mean_fitness": [
9.081020005496978E-5
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
1.6296068375970814E-5
],
"mean_fitness": [
7.249117662628675E-5
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
1.6296068375970814E-5
],
"mean_fitness": [
6.269690345730461E-5
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
1.6296068375970814E-5
],
"mean_fitness": [
5.160647375367376E-5
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
1.0558800217505778E-5
],
"mean_fitness": [
4.4610589856490564E-5
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
1.0558800217505778E-5
],
"mean_fitness": [
3.978527217914774E-5
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
1.0558800217505778E-5
],
"mean_fitness": [
3.1869296383877635E-5
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
1.0558800217505778E-5
],
"mean_fitness": [
2.74549719972506E-5
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
7.917142673437396E-6
],
"mean_fitness": [
2.4410698410469016E-5
]
}
],
"solution": [
-9.614073845257563E-4,
1.7611556511251507E-4,
7.042657610584606E-4,
-0.0010008112898941771,
-6.672905454967375E-4,
0.0017867285459539433,
-0.0012836025808831445,
2.945830664443686E-4,
-3.3955025929386794E-5,
3.0160411213279645E-4
]
},
{
"total_time": 1.0,
"total_function_calls": 2400,
"termination_criteria": "Fitness value reached [ 1.0E-5 ]",
"generations": [
{
"generation": 1,
"function_calls": 20,
"best_fitness": [
142.4385211073527
],
"mean_fitness": [
334.62629179622866
]
},
{
"generation": 2,
"function_calls": 40,
"best_fitness": [
136.3515984869817
],
"mean_fitness": [
289.8400579705218
]
},
{
"generation": 3,
"function_calls": 60,
"best_fitness": [
124.97309582632867
],
"mean_fitness": [
272.4198104331848
]
},
{
"generation": 4,
"function_calls": 80,
"best_fitness": [
78.95130864628324
],
"mean_fitness": [
253.11988234021254
]
},
{
"generation": 5,
"function_calls": 100,
"best_fitness": [
78.95130864628324
],
"mean_fitness": [
224.92849900586438
]
},
{
"generation": 6,
"function_calls": 120,
"best_fitness": [
78.95130864628324
],
"mean_fitness": [
191.86180637745625
]
},
{
"generation": 7,
"function_calls": 140,
"best_fitness": [
78.95130864628324
],
"mean_fitness": [
162.17214568667777
]
},
{
"generation": 8,
"function_calls": 160,
"best_fitness": [
78.95130864628324
],
"mean_fitness": [
149.9071293166549
]
},
{
"generation": 9,
"function_calls": 180,
"best_fitness": [
78.95130864628324
],
"mean_fitness": [
133.02923377391755
]
},
{
"generation": 10,
"function_calls": 200,
"best_fitness": [
52.03890468248201
],
"mean_fitness": [
115.78284252445755
]
},
{
"generation": 11,
"function_calls": 220,
"best_fitness": [
43.040993292581106
],
"mean_fitness": [
100.10333621200665
]
},
{
"generation": 12,
"function_calls": 240,
"best_fitness": [
36.1649894301095
],
"mean_fitness": [
85.9172290197879
]
},
{
"generation": 13,
"function_calls": 260,
"best_fitness": [
24.621763677139327
],
"mean_fitness": [
67.56999261059369
]
},
{
"generation": 14,
"function_calls": 280,
"best_fitness": [
24.621763677139327
],
"mean_fitness": [
51.2754417594511
]
},
{
"generation": 15,
"function_calls": 300,
"best_fitness": [
24.457980269226248
],
"mean_fitness": [
44.21352068288448
]
},
{
"generation": 16,
"function_calls": 320,
"best_fitness": [
21.84937332597605
],
"mean_fitness": [
38.49367710705395
]
},
{
"generation": 17,
"function_calls": 340,
"best_fitness": [
8.435392768524473
],
"mean_fitness": [
33.65624527320136
]
},
{
"generation": 18,
"function_calls": 360,
"best_fitness": [
7.173296597149725
],
"mean_fitness": [
23.719021913008397
]
},
{
"generation": 19,
"function_calls": 380,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
17.84686646000048
]
},
{
"generation": 20,
"function_calls": 400,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
13.647625589963283
]
},
{
"generation": 21,
"function_calls": 420,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
11.466598559572981
]
},
{
"generation": 22,
"function_calls": 440,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
8.365806530252039
]
},
{
"generation": 23,
"function_calls": 460,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
6.518056551938024
]
},
{
"generation": 24,
"function_calls": 480,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
6.137702584958533
]
},
{
"generation": 25,
"function_calls": 500,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
5.073736332169074
]
},
{
"generation": 26,
"function_calls": 520,
"best_fitness": [
2.444138649471049
],
"mean_fitness": [
4.278436313346075
]
},
{
"generation": 27,
"function_calls": 540,
"best_fitness": [
2.1693021328607403
],
"mean_fitness": [
3.899719851325936
]
},
{
"generation": 28,
"function_calls": 560,
"best_fitness": [
1.7194010574653051
],
"mean_fitness": [
3.704929469977036
]
},
{
"generation": 29,
"function_calls": 580,
"best_fitness": [
1.7194010574653051
],
"mean_fitness": [
3.4534920960301703
]
},
{
"generation": 30,
"function_calls": 600,
"best_fitness": [
1.7194010574653051
],
"mean_fitness": [
2.989044568670981
]
},
{
"generation": 31,
"function_calls": 620,
"best_fitness": [
1.7194010574653051
],
"mean_fitness": [
2.840713631587632
]
},
{
"generation": 32,
"function_calls": 640,
"best_fitness": [
1.0564862173224119
],
"mean_fitness": [
2.3264618685448117
]
},
{
"generation": 33,
"function_calls": 660,
"best_fitness": [
1.0564862173224119
],
"mean_fitness": [
2.1002118088458306
]
},
{
"generation": 34,
"function_calls": 680,
"best_fitness": [
1.0564862173224119
],
"mean_fitness": [
1.9393796877257803
]
},
{
"generation": 35,
"function_calls": 700,
"best_fitness": [
0.9765026510049418
],
"mean_fitness": [
1.7677526745765468
]
},
{
"generation": 36,
"function_calls": 720,
"best_fitness": [
0.7043026053862617
],
"mean_fitness": [
1.5931470080039531
]
},
{
"generation": 37,
"function_calls": 740,
"best_fitness": [
0.6050400341115977
],
"mean_fitness": [
1.3981518320098643
]
},
{
"generation": 38,
"function_calls": 760,
"best_fitness": [
0.6050400341115977
],
"mean_fitness": [
1.3074177132226328
]
},
{
"generation": 39,
"function_calls": 780,
"best_fitness": [
0.3261054243481085
],
"mean_fitness": [
1.1541449607215217
]
},
{
"generation": 40,
"function_calls": 800,
"best_fitness": [
0.3261054243481085
],
"mean_fitness": [
1.0427228142051979
]
},
{
"generation": 41,
"function_calls": 820,
"best_fitness": [
0.2915645867550084
],
"mean_fitness": [
0.8898481995432632
]
},
{
"generation": 42,
"function_calls": 840,
"best_fitness": [
0.2915645867550084
],
"mean_fitness": [
0.7240970531499854
]
},
{
"generation": 43,
"function_calls": 860,
"best_fitness": [
0.2915645867550084
],
"mean_fitness": [
0.6636520506154537
]
},
{
"generation": 44,
"function_calls": 880,
"best_fitness": [
0.11054427275750284
],
"mean_fitness": [
0.5523745119784748
]
},
{
"generation": 45,
"function_calls": 900,
"best_fitness": [
0.11054427275750284
],
"mean_fitness": [
0.424583453411286
]
},
{
"generation": 46,
"function_calls": 920,
"best_fitness": [
0.11054427275750284
],
"mean_fitness": [
0.3722111246009337
]
},
{
"generation": 47,
"function_calls": 940,
"best_fitness": [
0.09805061553779049
],
"mean_fitness": [
0.32811342880315647
]
},
{
"generation": 48,
"function_calls": 960,
"best_fitness": [
0.09805061553779049
],
"mean_fitness": [
0.3087838972663125
]
},
{
"generation": 49,
"function_calls": 980,
"best_fitness": [
0.09805061553779049
],
"mean_fitness": [
0.2754081928643463
]
},
{
"generation": 50,
"function_calls": 1000,
"best_fitness": [
0.09805061553779049
],
"mean_fitness": [
0.2521928493342118
]
},
{
"generation": 51,
"function_calls": 1020,
"best_fitness": [
0.08015377586884931
],
"mean_fitness": [
0.22136096597076663
]
},
{
"generation": 52,
"function_calls": 1040,
"best_fitness": [
0.08015377586884931
],
"mean_fitness": [
0.1787091621873201
]
},
{
"generation": 53,
"function_calls": 1060,
"best_fitness": [
0.08015377586884931
],
"mean_fitness": [
0.16402658185536176
]
},
{
"generation": 54,
"function_calls": 1080,
"best_fitness": [
0.04610770319565901
],
"mean_fitness": [
0.1392878276862032
]
},
{
"generation": 55,
"function_calls": 1100,
"best_fitness": [
0.04610770319565901
],
"mean_fitness": [
0.11339108349583882
]
},
{
"generation": 56,
"function_calls": 1120,
"best_fitness": [
0.04610770319565901
],
"mean_fitness": [
0.09354283594083387
]
},
{
"generation": 57,
"function_calls": 1140,
"best_fitness": [
0.04610770319565901
],
"mean_fitness": [
0.08000417980391362
]
},
{
"generation": 58,
"function_calls": 1160,
"best_fitness": [
0.036068172260542423
],
"mean_fitness": [
0.0740975993972969
]
},
{
"generation": 59,
"function_calls": 1180,
"best_fitness": [
0.036068172260542423
],
"mean_fitness": [
0.06590683970140947
]
},
{
"generation": 60,
"function_calls": 1200,
"best_fitness": [
0.036068172260542423
],
"mean_fitness": [
0.054665952505755275
]
},
{
"generation": 61,
"function_calls": 1220,
"best_fitness": [
0.015715981199894705
],
"mean_fitness": [
0.04749579860512229
]
},
{
"generation": 62,
"function_calls": 1240,
"best_fitness": [
0.015715981199894705
],
"mean_fitness": [
0.04405549352094855
]
},
{
"generation": 63,
"function_calls": 1260,
"best_fitness": [
0.015715981199894705
],
"mean_fitness": [
0.040289735378714164
]
},
{
"generation": 64,
"function_calls": 1280,
"best_fitness": [
0.015715981199894705
],
"mean_fitness": [
0.036727544408165995
]
},
{
"generation": 65,
"function_calls": 1300,
"best_fitness": [
0.015715981199894705
],
"mean_fitness": [
0.033474226964157236
]
},
{
"generation": 66,
"function_calls": 1320,
"best_fitness": [
0.015715981199894705
],
"mean_fitness": [
0.029139270437508896
]
},
{
"generation": 67,
"function_calls": 1340,
"best_fitness": [
0.013796694321321782
],
"mean_fitness": [
0.02559123195614898
]
},
{
"generation": 68,
"function_calls": 1360,
"best_fitness": [
0.013796694321321782
],
"mean_fitness": [
0.022954183923673356
]
},
{
"generation": 69,
"function_calls": 1380,
"best_fitness": [
0.013796694321321782
],
"mean_fitness": [
0.02181036041040411
]
},
{
"generation": 70,
"function_calls": 1400,
"best_fitness": [
0.011547596396008714
],
"mean_fitness": [
0.019507652956224922
]
},
{
"generation": 71,
"function_calls": 1420,
"best_fitness": [
0.011547596396008714
],
"mean_fitness": [
0.017623378601532007
]
},
{
"generation": 72,
"function_calls": 1440,
"best_fitness": [
0.009880757523141626
],
"mean_fitness": [
0.015617889675772073
]
},
{
"generation": 73,
"function_calls": 1460,
"best_fitness": [
0.00874046886745634
],
"mean_fitness": [
0.013661052032857408
]
},
{
"generation": 74,
"function_calls": 1480,
"best_fitness": [
0.00874046886745634
],
"mean_fitness": [
0.012805145259139939
]
},
{
"generation": 75,
"function_calls": 1500,
"best_fitness": [
0.0074225363103630525
],
"mean_fitness": [
0.011367184382101325
]
},
{
"generation": 76,
"function_calls": 1520,
"best_fitness": [
0.006287279959574341
],
"mean_fitness": [
0.010782931306144541
]
},
{
"generation": 77,
"function_calls": 1540,
"best_fitness": [
0.004784221759562068
],
"mean_fitness": [
0.009036692362751664
]
},
{
"generation": 78,
"function_calls": 1560,
"best_fitness": [
0.0019409996628780206
],
"mean_fitness": [
0.00807336135456653
]
},
{
"generation": 79,
"function_calls": 1580,
"best_fitness": [
0.0019409996628780206
],
"mean_fitness": [
0.0065454813247622385
]
},
{
"generation": 80,
"function_calls": 1600,
"best_fitness": [
0.0019409996628780206
],
"mean_fitness": [
0.005516558686916242
]
},
{
"generation": 81,
"function_calls": 1620,
"best_fitness": [
0.0019409996628780206
],
"mean_fitness": [
0.004966494472291173
]
},
{
"generation": 82,
"function_calls": 1640,
"best_fitness": [
0.0017815212975786346
],
"mean_fitness": [
0.004088386851916192
]
},
{
"generation": 83,
"function_calls": 1660,
"best_fitness": [
0.001686007361836612
],
"mean_fitness": [
0.0039463379549388835
]
},
{
"generation": 84,
"function_calls": 1680,
"best_fitness": [
0.0015902312393513546
],
"mean_fitness": [
0.0033380283936825044
]
},
{
"generation": 85,
"function_calls": 1700,
"best_fitness": [
0.0015902312393513546
],
"mean_fitness": [
0.003231858903159854
]
},
{
"generation": 86,
"function_calls": 1720,
"best_fitness": [
0.0010400806931499564
],
"mean_fitness": [
0.0026927465919414943
]
},
{
"generation": 87,
"function_calls": 1740,
"best_fitness": [
0.0010400806931499564
],
"mean_fitness": [
0.0023667129047324166
]
},
{
"generation": 88,
"function_calls": 1760,
"best_fitness": [
0.0010400806931499564
],
"mean_fitness": [
0.0019526580076949269
]
},
{
"generation": 89,
"function_calls": 1780,
"best_fitness": [
0.0010400806931499564
],
"mean_fitness": [
0.001731824876903327
]
},
{
"generation": 90,
"function_calls": 1800,
"best_fitness": [
7.45181470185881E-4
],
"mean_fitness": [
0.0015577912739102632
]
},
{
"generation": 91,
"function_calls": 1820,
"best_fitness": [
4.472588378648165E-4
],
"mean_fitness": [
0.00133483889050945
]
},
{
"generation": 92,
"function_calls": 1840,
"best_fitness": [
4.472588378648165E-4
],
"mean_fitness": [
0.0011662214488424095
]
},
{
"generation": 93,
"function_calls": 1860,
"best_fitness": [
4.472588378648165E-4
],
"mean_fitness": [
0.0010138595187713932
]
},
{
"generation": 94,
"function_calls": 1880,
"best_fitness": [
3.673886810128879E-4
],
"mean_fitness": [
8.715014970466564E-4
]
},
{
"generation": 95,
"function_calls": 1900,
"best_fitness": [
2.61742077282257E-4
],
"mean_fitness": [
7.40632388119955E-4
]
},
{
"generation": 96,
"function_calls": 1920,
"best_fitness": [
2.61742077282257E-4
],
"mean_fitness": [
5.682060976108989E-4
]
},
{
"generation": 97,
"function_calls": 1940,
"best_fitness": [
2.61742077282257E-4
],
"mean_fitness": [
4.748119161142584E-4
]
},
{
"generation": 98,
"function_calls": 1960,
"best_fitness": [
1.823207955910925E-4
],
"mean_fitness": [
4.261241350678003E-4
]
},
{
"generation": 99,
"function_calls": 1980,
"best_fitness": [
1.5003457659098482E-4
],
"mean_fitness": [
3.460847663759071E-4
]
},
{
"generation": 100,
"function_calls": 2000,
"best_fitness": [
1.3883089475241354E-4
],
"mean_fitness": [
3.0121304779447014E-4
]
},
{
"generation": 101,
"function_calls": 2020,
"best_fitness": [
1.3883089475241354E-4
],
"mean_fitness": [
2.4931482570147653E-4
]
},
{
"generation": 102,
"function_calls": 2040,
"best_fitness": [
1.2077817481265688E-4
],
"mean_fitness": [
2.3172736693494249E-4
]
},
{
"generation": 103,
"function_calls": 2060,
"best_fitness": [
8.692377075357988E-5
],
"mean_fitness": [
2.0011047148179437E-4
]
},
{
"generation": 104,
"function_calls": 2080,
"best_fitness": [
8.692377075357988E-5
],
"mean_fitness": [
1.63398844137218E-4
]
},
{
"generation": 105,
"function_calls": 2100,
"best_fitness": [
8.692377075357988E-5
],
"mean_fitness": [
1.4903472734776945E-4
]
},
{
"generation": 106,
"function_calls": 2120,
"best_fitness": [
8.692377075357988E-5
],
"mean_fitness": [
1.4227202699267167E-4
]
},
{
"generation": 107,
"function_calls": 2140,
"best_fitness": [
8.692377075357988E-5
],
"mean_fitness": [
1.3350109042925188E-4
]
},
{
"generation": 108,
"function_calls": 2160,
"best_fitness": [
6.343863580708112E-5
],
"mean_fitness": [
1.2111119140772744E-4
]
},
{
"generation": 109,
"function_calls": 2180,
"best_fitness": [
6.343863580708112E-5
],
"mean_fitness": [
1.1113314343332995E-4
]
},
{
"generation": 110,
"function_calls": 2200,
"best_fitness": [
6.343863580708112E-5
],
"mean_fitness": [
1.062991074343995E-4
]
},
{
"generation": 111,
"function_calls": 2220,
"best_fitness": [
5.4336202993717555E-5
],
"mean_fitness": [
9.09443559314254E-5
]
},
{
"generation": 112,
"function_calls": 2240,
"best_fitness": [
5.4336202993717555E-5
],
"mean_fitness": [
8.440643944848672E-5
]
},
{
"generation": 113,
"function_calls": 2260,
"best_fitness": [
4.684658258434553E-5
],
"mean_fitness": [
7.934305133969494E-5
]
},
{
"generation": 114,
"function_calls": 2280,
"best_fitness": [
3.7042333244009775E-5
],
"mean_fitness": [
7.083156312527082E-5
]
},
{
"generation": 115,
"function_calls": 2300,
"best_fitness": [
3.118992242045447E-5
],
"mean_fitness": [
6.637850706768479E-5
]
},
{
"generation": 116,
"function_calls": 2320,
"best_fitness": [
3.118992242045447E-5
],
"mean_fitness": [
5.9063123909027516E-5
]
},
{
"generation": 117,
"function_calls": 2340,
"best_fitness": [
2.1576784915803413E-5
],
"mean_fitness": [
5.288988268959251E-5
]
},
{
"generation": 118,
"function_calls": 2360,
"best_fitness": [
1.4634974824448693E-5
],
"mean_fitness": [
4.669414300053981E-5
]
},
{
"generation": 119,
"function_calls": 2380,
"best_fitness": [
1.4634974824448693E-5
],
"mean_fitness": [
4.039712363113514E-5
]
},
{
"generation": 120,
"function_calls": 2400,
"best_fitness": [
7.252653454601744E-6
],
"mean_fitness": [
3.287474482487373E-5
]
}
],
"solution": [
1.5369781232666256E-4,
-3.156871945701983E-4,
-0.001084487612516455,
0.0014245904682715408,
9.556223884198403E-4,
4.496302722617788E-5,
-6.632892367057254E-4,
7.868137409655319E-4,
-0.0010661060861429051,
9.016397084207234E-4
]
}
]
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment