Created
December 10, 2013 21:42
-
-
Save halfdan/7900749 to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"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