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tests_ga.txt
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Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 157.2
Best individual: ['0' '1' '2' '3' '6' '7' '8' '9' '11' '12' '10' '13' '5' '4'] --- 34.75
Running time: 8.117414352000196 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 155.72
Best individual: ['3' '5' '7' '9' '11' '12' '0' '4' '6' '8' '10' '1' '2' '13'] --- 36.75
Running time: 8.056666864000363 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 149.24
Best individual: ['0' '5' '7' '9' '10' '11' '1' '3' '4' '6' '12' '13' '2' '8'] --- 34.67999999999999
Running time: 8.106651197000247 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 156.09
Best individual: ['0' '1' '2' '7' '8' '9' '10' '11' '12' '13' '5' '4' '6' '3'] --- 35.18
Running time: 8.089745559000221 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 156.0
Best individual: ['3' '4' '5' '7' '8' '9' '11' '12' '0' '6' '10' '13' '1' '2'] --- 34.629999999999995
Running time: 8.096203953999975 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 156.50999999999996
Best individual: ['4' '5' '7' '8' '9' '10' '11' '13' '0' '3' '6' '2' '1' '12'] --- 36.32999999999999
Running time: 8.006501853999907 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 146.35999999999999
Best individual: ['1' '3' '4' '7' '9' '10' '11' '12' '13' '2' '5' '6' '8' '0'] --- 36.26
Running time: 8.211869265999667 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 152.39000000000001
Best individual: ['1' '3' '4' '6' '7' '8' '9' '11' '12' '13' '10' '0' '2' '5'] --- 33.56000000000001
Running time: 8.322571927000354 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 153.32
Best individual: ['8' '9' '10' '3' '5' '6' '7' '13' '0' '2' '4' '11' '1' '12'] --- 33.82
Running time: 8.082859588999781 seconds
Parameters: - Number of vertices: 14
- Initial population number: 1000
- Number of iterations: 10000
Final population fitness : 155.76
Best individual: ['1' '2' '4' '5' '6' '7' '10' '13' '0' '3' '8' '12' '9' '11'] --- 37.17999999999999
Running time: 8.06196306899983 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 130.04
Best individual: ['0' '1' '2' '4' '5' '6' '7' '8' '9' '10' '12' '13' '3' '11'] --- 32.51
Running time: 22.252238424000097 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 135.00000000000003
Best individual: ['1' '2' '3' '4' '5' '6' '7' '8' '9' '10' '0' '11' '12' '13'] --- 33.75000000000001
Running time: 22.433938882999428 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 134.56000000000003
Best individual: ['0' '7' '8' '9' '10' '12' '1' '2' '3' '4' '5' '11' '13' '6'] --- 33.64000000000001
Running time: 22.399968704001367 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 135.00000000000003
Best individual: ['3' '4' '6' '8' '10' '9' '0' '1' '2' '11' '12' '13' '5' '7'] --- 33.75000000000001
Running time: 23.328384811999058 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 118.07999999999998
Best individual: ['0' '1' '7' '8' '9' '10' '13' '2' '3' '5' '11' '12' '6' '4'] --- 29.519999999999996
Running time: 22.76637919699897 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 131.83999999999997
Best individual: ['2' '1' '3' '5' '7' '8' '10' '11' '13' '0' '9' '6' '12' '4'] --- 32.959999999999994
Running time: 22.66097611800069 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 133.51999999999998
Best individual: ['0' '1' '2' '3' '4' '5' '6' '7' '8' '10' '9' '12' '11' '13'] --- 33.379999999999995
Running time: 22.152622633000647 seconds
Parameters: - Number of vertices: 14
- Initasktial population number: 100
- Number of iterations: 100000
Final population fitness : 133.44
Best individual: ['7' '0' '1' '8' '9' '10' '13' '3' '4' '11' '2' '6' '12' '5'] --- 33.26
Running time: 22.94080386600035 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 134.35999999999999
Best individual: ['0' '2' '5' '3' '4' '6' '7' '9' '1' '8' '10' '12' '11' '13'] --- 33.589999999999996
Running time: 22.26782036199984 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 123.88
Best individual: ['0' '1' '3' '4' '5' '6' '8' '9' '12' '7' '2' '11' '13' '10'] --- 30.97
Running time: 22.344190448000518 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 100000
Final population fitness : 137.68
Best individual: ['0' '1' '2' '3' '6' '7' '9' '10' '8' '12' '4' '5' '11' '13'] --- 34.42
Running time: 22.459690962999957 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 144.13
Best individual: ['0' '1' '4' '6' '7' '8' '9' '10' '2' '3' '12' '13' '5' '11'] --- 32.470000000000006
Running time: 2.8064724910000223 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 138.2
Best individual: ['1' '2' '3' '4' '11' '13' '5' '7' '8' '10' '12' '9' '6' '0'] --- 33.96
Running time: 3.02364313399994 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 158.89
Best individual: ['2' '6' '7' '9' '12' '13' '0' '1' '3' '5' '8' '10' '11' '4'] --- 38.720000000000006
Running time: 3.1093441719986004 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 154.85999999999999
Best individual: ['0' '2' '4' '8' '6' '11' '12' '1' '3' '7' '10' '13' '9' '5'] --- 37.08
Running time: 3.152823951000755 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 156.42999999999998
Best individual: ['4' '5' '6' '7' '8' '10' '11' '12' '13' '1' '2' '0' '3' '9'] --- 36.489999999999995
Running time: 3.2244304010000633 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 153.6
Best individual: ['1' '2' '5' '10' '12' '7' '8' '9' '13' '0' '3' '6' '11' '4'] --- 38.31
Running time: 3.221193174000291 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 152.12
Best individual: ['0' '1' '2' '3' '5' '6' '7' '9' '10' '13' '4' '8' '11' '12'] --- 37.790000000000006
Running time: 3.2579378240006918 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 138.82
Best individual: ['0' '5' '4' '6' '7' '9' '11' '12' '13' '2' '3' '10' '1' '8'] --- 33.18
Running time: 3.295803042001353 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 150.56
Best individual: ['1' '3' '5' '6' '7' '9' '10' '12' '13' '2' '4' '8' '0' '11'] --- 37.64
Running time: 3.416185141999449 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 153.35999999999999
Best individual: ['0' '1' '2' '3' '4' '8' '9' '10' '12' '5' '6' '7' '11' '13'] --- 38.339999999999996
Running time: 3.376630388000194 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 139.92
Best individual: ['1' '2' '6' '7' '9' '0' '8' '10' '12' '3' '5' '13' '11' '4'] --- 34.98
Running time: 2.527232972001002 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 157.22
Best individual: ['0' '1' '2' '3' '4' '6' '8' '9' '10' '11' '13' '5' '7' '12'] --- 37.45
Running time: 3.086168017000091 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 150.05
Best individual: ['1' '8' '0' '4' '13' '2' '3' '5' '9' '10' '11' '6' '7' '12'] --- 35.21
Running time: 3.151905213999271 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 157.40999999999997
Best individual: ['0' '1' '5' '8' '9' '10' '11' '12' '2' '7' '13' '6' '3' '4'] --- 39.32999999999999
Running time: 3.1504455379999854 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 153.93
Best individual: ['1' '2' '3' '4' '6' '8' '9' '10' '0' '7' '11' '12' '13' '5'] --- 36.06
Running time: 3.1852111219996004 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 154.24
Best individual: ['4' '5' '9' '10' '11' '2' '6' '7' '1' '12' '13' '8' '0' '3'] --- 38.56
Running time: 3.2169048879986804 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 157.45
Best individual: ['4' '1' '2' '0' '9' '11' '3' '5' '6' '7' '8' '12' '10' '13'] --- 38.19
Running time: 3.183079999000256 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 141.18
Best individual: ['0' '1' '2' '3' '4' '5' '9' '11' '13' '6' '10' '12' '8' '7'] --- 34.87
Running time: 3.257029121999949 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 152.36
Best individual: ['3' '4' '5' '7' '8' '9' '10' '12' '11' '13' '6' '0' '1' '2'] --- 37.21
Running time: 3.2455067120008607 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 1000
Final population fitness : 146.43
Best individual: ['4' '5' '6' '8' '9' '1' '2' '3' '7' '10' '11' '13' '0' '12'] --- 34.88999999999999
Running time: 3.2878935049993743 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 149.6
Best individual: ['0' '1' '4' '5' '6' '7' '8' '12' '2' '3' '9' '10' '13' '11'] --- 37.4
Running time: 29.394327505000547 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 145.64
Best individual: ['1' '4' '6' '7' '8' '9' '10' '11' '0' '2' '3' '5' '12' '13'] --- 35.85
Running time: 29.67761412099935 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 127.77
Best individual: ['1' '7' '8' '9' '10' '0' '2' '3' '4' '5' '11' '12' '13' '6'] --- 31.330000000000002
Running time: 30.532225139999355 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 144.17999999999998
Best individual: ['0' '1' '2' '4' '5' '6' '7' '8' '10' '12' '13' '3' '11' '9'] --- 35.23
Running time: 30.562456427000143 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 144.6
Best individual: ['0' '1' '8' '10' '12' '13' '2' '3' '5' '6' '4' '11' '7' '9'] --- 36.15
Running time: 30.692033736000667 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 137.20000000000002
Best individual: ['0' '1' '2' '3' '4' '5' '11' '13' '7' '8' '10' '12' '6' '9'] --- 34.300000000000004
Running time: 30.880969439000182 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 140.76
Best individual: ['0' '1' '9' '11' '13' '2' '3' '4' '5' '7' '8' '12' '10' '6'] --- 35.16
Running time: 31.008244775001003 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 125.2
Best individual: ['0' '1' '2' '3' '4' '5' '6' '13' '11' '12' '7' '10' '9' '8'] --- 31.3
Running time: 31.429551106999497 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 141.51999999999998
Best individual: ['0' '3' '5' '6' '1' '2' '8' '10' '11' '4' '13' '12' '7' '9'] --- 35.379999999999995
Running time: 31.467138669000633 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 150.07999999999998
Best individual: ['0' '1' '2' '3' '4' '5' '8' '9' '7' '10' '11' '6' '12' '13'] --- 36.209999999999994
Running time: 31.512548685999718 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 140.77
Best individual: ['0' '1' '2' '3' '4' '5' '6' '7' '8' '9' '10' '12' '13' '11'] --- 35.18
Running time: 28.33472405700013 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 127.42000000000002
Best individual: ['4' '5' '6' '10' '9' '12' '13' '0' '1' '3' '7' '8' '11' '2'] --- 31.790000000000003
Running time: 28.35355561200049 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 145.78000000000003
Best individual: ['2' '3' '4' '5' '7' '0' '1' '6' '12' '8' '9' '10' '11' '13'] --- 36.35000000000001
Running time: 28.918857483000465 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 131.0
Best individual: ['0' '2' '3' '4' '5' '8' '9' '12' '6' '11' '13' '7' '10' '1'] --- 32.75
Running time: 28.981295167999633 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 145.04
Best individual: ['0' '1' '2' '5' '13' '4' '6' '8' '10' '12' '7' '11' '3' '9'] --- 35.03
Running time: 29.523421864998454 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 119.96000000000001
Best individual: ['0' '1' '2' '3' '4' '5' '6' '8' '10' '9' '11' '12' '13' '7'] --- 29.990000000000002
Running time: 30.098960668001382 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 140.72
Best individual: ['4' '7' '8' '9' '10' '12' '0' '1' '2' '3' '11' '5' '13' '6'] --- 35.18
Running time: 30.293179871001485 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 122.56000000000002
Best individual: ['0' '1' '7' '8' '9' '10' '12' '2' '3' '4' '5' '11' '13' '6'] --- 30.640000000000004
Running time: 30.38558587999978 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 146.15999999999997
Best individual: ['0' '1' '2' '7' '8' '9' '10' '3' '4' '5' '11' '12' '13' '6'] --- 36.53999999999999
Running time: 30.6386126769994 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 141.0
Best individual: ['2' '4' '5' '6' '7' '8' '9' '10' '12' '1' '11' '13' '0' '3'] --- 35.25
Running time: 30.73858582399953 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 135.89000000000001
Best individual: ['0' '2' '3' '5' '7' '8' '9' '10' '12' '13' '1' '6' '4' '11'] --- 33.03
Running time: 26.819513432999884 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 132.48
Best individual: ['1' '2' '4' '6' '9' '11' '12' '13' '3' '5' '7' '8' '10' '0'] --- 33.12
Running time: 28.66854823000176 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 140.72
Best individual: ['0' '1' '2' '3' '4' '5' '6' '7' '8' '9' '10' '12' '11' '13'] --- 35.18
Running time: 28.7484836120002 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 152.04000000000002
Best individual: ['1' '2' '3' '6' '8' '9' '10' '0' '5' '11' '12' '13' '7' '4'] --- 38.010000000000005
Running time: 30.039201032001074 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 123.52
Best individual: ['0' '1' '2' '4' '5' '6' '9' '10' '11' '12' '13' '3' '7' '8'] --- 30.88
Running time: 30.139793300999372 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 141.08
Best individual: ['0' '1' '2' '3' '4' '5' '11' '12' '6' '7' '9' '10' '8' '13'] --- 35.27
Running time: 30.255844737001098 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 137.04
Best individual: ['0' '3' '6' '8' '10' '11' '12' '4' '5' '13' '2' '7' '9' '1'] --- 34.26
Running time: 30.87750285200127 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 144.61999999999998
Best individual: ['0' '1' '2' '3' '4' '8' '9' '10' '11' '12' '13' '5' '6' '7'] --- 34.669999999999995
Running time: 31.142384834998666 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 135.23999999999998
Best individual: ['0' '1' '2' '3' '7' '8' '9' '10' '12' '6' '11' '13' '5' '4'] --- 33.809999999999995
Running time: 31.215183301999787 seconds
Parameters: - Number of vertices: 14
- Initial population number: 100
- Number of iterations: 10000
Final population fitness : 147.47
Best individual: ['3' '4' '5' '6' '7' '8' '9' '10' '0' '1' '2' '11' '12' '13'] --- 35.39
Running time: 31.22773563299961 seconds