101
Parâmetros do Algorítmo Genético
Codificação Binária
Tam. População = 20
Máx. Geração = 2
Nº de Parâmetros = 4
Prob. Mutação = 0,01
Prob Crossover = 0,8
Geração: 1 Fitness Media:0,687715138332599 Melhor Ind:1,21849072874612 TTopo: 143,369 TSCR: 868,988 TTendao: 1608,013 AngTendao: 5,364
Param1 Param2 Param3 Param4 Fitness Aptidão Apt.Acum.
01 341,68 3473,58 967,62 2511,76 1,21849073 2,000 2,000 |001000111|011110010|111100|10101100| TTopo: 143,369 TSCR: 868,988 TTendao: 1608,013 AngTendao: 5,364
02 318,20 3459,88 952,54 2994,12 1,18376625 1,947 3,947 |000011111|011101011|101001|11111110| TTopo: 148,526 TSCR: 885,262 TTendao: 2094,609 AngTendao: 4,615
03 549,51 3410,96 962,86 1870,59 1,17817133 1,895 5,842 |110101001|011010010|110110|00111111| TTopo: 183,874 TSCR: 838,803 TTendao: 940,092 AngTendao: 9,463
04 490,80 3493,15 937,46 2370,59 1,17233779 1,842 7,684 |101000101|011111100|010110|10010100| TTopo: 167,373 TSCR: 797,432 TTendao: 1489,550 AngTendao: 5,385
05 445,60 3407,05 931,90 2988,24 1,14807375 1,789 9,474 |011111000|011010000|001111|11111101| TTopo: 161,728 TSCR: 888,629 TTendao: 2061,059 AngTendao: 6,246
06 537,77 3140,90 943,02 2629,41 0,93759523 1,737 11,211 |110010101|001001000|011101|11000000| TTopo: 229,171 TSCR: 1143,913 TTendao: 1571,459 AngTendao: 15,407
07 446,77 3634,05 927,14 2582,35 0,91468606 1,684 12,895 |011111010|101000100|001001|10111000| TTopo: 154,097 TSCR: 708,495 TTendao: 1782,900 AngTendao: 2,129
08 489,04 3021,53 931,11 2976,47 0,90816958 1,632 14,526 |101000010|000001011|001110|11111011| TTopo: 613,920 TSCR: 1649,199 TTendao: 1806,607 AngTendao: 16,738
09 362,23 3616,44 931,11 2876,47 0,90691680 1,579 16,105 |001101010|100111011|001110|11101010| TTopo: 133,423 TSCR: 727,669 TTendao: 2083,710 AngTendao: 2,067
10 591,19 3667,32 955,71 2688,24 0,86288453 1,526 17,632 |111110000|101010101|101101|11001010| TTopo: 184,205 TSCR: 721,499 TTendao: 1826,108 AngTendao: 2,080
11 336,40 3702,54 929,52 2129,41 0,75762365 1,474 19,105 |000111110|101100111|001100|01101011| TTopo: 126,671 TSCR: 678,007 TTendao: 1388,212 AngTendao: 1,177
12 506,07 3686,89 938,25 2923,53 0,74332312 1,421 20,526 |101011111|101011111|010111|11110010| TTopo: 165,804 TSCR: 695,124 TTendao: 2114,892 AngTendao: 1,400
13 477,89 3788,65 937,46 1600,00 0,65090232 1,368 21,895 |100101111|110010011|010110|00010001| TTopo: 158,080 TSCR: 651,112 TTendao: 839,921 AngTendao: 0,655
14 433,86 3931,51 932,70 2847,06 0,60031195 1,316 23,211 |011100100|111011100|010000|11100101| TTopo: 146,943 TSCR: 617,335 TTendao: 2133,418 AngTendao: 0,571
15 420,35 3784,74 927,94 2600,00 0,57104968 1,263 24,474 |011001101|110010001|001010|10111011| TTopo: 145,376 TSCR: 645,314 TTendao: 1864,621 AngTendao: 0,286
16 427,40 3980,43 943,02 1641,18 0,00000000 1,211 25,684 |011011001|111110101|011101|00011000| TTopo: 184,205 TSCR: 721,499 TTendao: 1826,108 AngTendao: 2,080
17 389,82 3320,94 969,21 2588,24 0,00000000 1,158 26,842 |010011001|010100100|111110|10111001| TTopo: 165,804 TSCR: 695,124 TTendao: 2114,892 AngTendao: 1,400
18 588,26 3998,04 922,38 2711,76 0,00000000 1,105 27,947 |111101011|111111110|000011|11001110| TTopo: 161,728 TSCR: 888,629 TTendao: 2061,059 AngTendao: 6,246
19 477,89 3170,25 966,03 2488,24 0,00000000 1,053 29,000 |100101111|001010111|111010|10101000| TTopo: 154,097 TSCR: 708,495 TTendao: 1782,900 AngTendao: 2,129
20 416,83 3225,05 922,38 1752,94 0,00000000 1,000 30,000 |011000111|001110011|000011|00101011| TTopo: 167,373 TSCR: 797,432 TTendao: 1489,550 AngTendao: 5,385
Geração: 2 Fitness Media:0,924403341918771 Melhor Ind:1,21909880135936 TTopo: 143,481 TSCR: 868,797 TTendao: 1602,292 AngTendao: 5,371
Param1 Param2 Param3 Param4 Fitness Aptidão Apt.Acum.
01 341,68 3473,58 967,62 2505,88 1,21909880 2,000 2,000 |001000111|011110010|111100|10101011| TTopo: 143,481 TSCR: 868,797 TTendao: 1602,292 AngTendao: 5,371
02 341,68 3473,58 967,62 2511,76 1,21849073 1,947 3,947 |001000111|011110010|111100|10101100| TTopo: 143,369 TSCR: 868,988 TTendao: 1608,013 AngTendao: 5,364
03 490,80 3493,15 937,46 2370,59 1,17233779 1,895 5,842 |101000101|011111100|010110|10010100| TTopo: 167,373 TSCR: 797,432 TTendao: 1489,550 AngTendao: 5,385
04 490,80 3493,15 937,46 2370,59 1,17233779 1,842 7,684 |101000101|011111100|010110|10010100| TTopo: 167,373 TSCR: 797,432 TTendao: 1489,550 AngTendao: 5,385*
05 489,63 3140,90 943,02 2629,41 0,96530500 1,789 9,474 |101000011|001001000|011101|11000000| TTopo: 258,891 TSCR: 1181,811 TTendao: 1567,648 AngTendao: 14,884
06 537,77 3154,60 938,25 2923,53 0,95140935 1,737 11,211 |110010101|001001111|010111|11110010| TTopo: 216,414 TSCR: 1163,803 TTendao: 1851,878 AngTendao: 14,285
07 446,77 3634,05 927,14 2582,35 0,91468606 1,684 12,895 |011111010|101000100|001001|10111000| TTopo: 154,097 TSCR: 708,495 TTendao: 1782,900 AngTendao: 2,129
08 446,77 3634,05 927,14 2594,12 0,91222157 1,632 14,526 |011111010|101000100|001001|10111010| TTopo: 154,089 TSCR: 708,594 TTendao: 1794,580 AngTendao: 2,119
09 489,04 3021,53 931,11 2976,47 0,90816958 1,579 16,105 |101000010|000001011|001110|11111011| TTopo: 613,920 TSCR: 1649,199 TTendao: 1806,607 AngTendao: 16,738
10 489,04 3021,53 931,11 2976,47 0,90816958 1,526 17,632 |101000010|000001011|001110|11111011| TTopo: 613,920 TSCR: 1649,199 TTendao: 1806,607 AngTendao: 16,738*
11 362,23 3616,44 931,11 2876,47 0,90691680 1,474 19,105 |001101010|100111011|001110|11101010| TTopo: 133,423 TSCR: 727,669 TTendao: 2083,710 AngTendao: 2,067
12 362,23 3616,44 931,11 2876,47 0,90691680 1,421 20,526 |001101010|100111011|001110|11101010| TTopo: 133,423 TSCR: 727,669 TTendao: 2083,710 AngTendao: 2,067*
13 537,18 3021,53 931,11 2976,47 0,85987132 1,368 21,895 |110010100|000001011|001110|11111011| TTopo: 337,756 TSCR: 1419,011 TTendao: 1852,968 AngTendao: 18,456
14 506,07 3686,89 929,52 2129,41 0,85389073 1,316 23,211 |101011111|101011111|001100|01101011| TTopo: 168,527 TSCR: 681,218 TTendao: 1336,384 AngTendao: 1,794
15 506,07 3673,19 943,02 2629,41 0,83150384 1,263 24,474 |101011111|101011000|011101|11000000| TTopo: 164,738 TSCR: 705,264 TTendao: 1810,056 AngTendao: 1,802
16 591,19 3667,32 955,71 2923,53 0,82174848 1,211 25,684 |111110000|101010101|101101|11110010| TTopo: 184,107 TSCR: 723,320 TTendao: 2059,792 AngTendao: 1,914
17 506,07 3686,89 938,25 2688,24 0,77559803 1,158 26,842 |101011111|101011111|010111|11001010| TTopo: 165,895 TSCR: 693,927 TTendao: 1880,678 AngTendao: 1,525
18 336,40 3702,54 929,52 2135,29 0,75676972 1,105 27,947 |000111110|101100111|001100|01101100| TTopo: 126,665 TSCR: 678,032 TTendao: 1394,072 AngTendao: 1,174
19 506,07 3686,89 938,25 2911,76 0,74497760 1,053 29,000 |101011111|101011111|010111|11110000| TTopo: 165,834 TSCR: 695,070 TTendao: 2103,199 AngTendao: 1,406
20 336,40 3702,54 938,25 2923,53 0,68764727 1,000 30,000 |000111110|101100111|010111|11110010| TTopo: 123,480 TSCR: 690,172 TTendao: 2167,979 AngTendao: 0,963
Dados da Evolução da População;
+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+
| Ger | Melhor | Pior | Média | DesvPad | Ttopo | TScr | Ttendao | Ang | L1 | L2 | L3 | Empuxo |
+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+
| 1| 1,218491| 0,000000| 0,687715| 0,438849|143,368900|868,987900|1608,01300| 5,363884|341,682975|3473,58121|967,619048|2511,76470|
| 2| 1,219099| 0,687647| 0,924403| 0,152783|143,480600|868,796600|1602,29200| 5,371487|341,682975|3473,58121|967,619048|2505,88235|
+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+----------+