GA> Population= 150 GA> Offspring= 135 GA> Mutation rate= 0.050 GA> Tournament selection, size= 3 GA> Epoch convergence threshold= 0.100D-01 survival rate= 0 GA> Duplicate predator energy threshold= 0.100D+00 GA> Using 2-point crossover GA> Generation= 1 Best= -10.661737 Mean= 3.307781 Worst= 12.023344 Time= 9.812507 GA> Generation= 1 Duplicates= 0.007018 Offspring in new pop.= 0.607407 Mutants in new pop.= 0.454545 GA> Generation= 2 Best= -21.652775 Mean= -1.794173 Worst= 4.347265 Time= 13.301977 GA> Generation= 2 Duplicates= 0.017544 Offspring in new pop.= 0.496296 Mutants in new pop.= 0.400000 GA> Generation= 3 Best= -21.652775 Mean= -6.738560 Worst= -1.007687 Time= 16.709459 GA> Generation= 3 Duplicates= 0.021053 Offspring in new pop.= 0.562963 Mutants in new pop.= 0.384615 GA> Generation= 4 Best= -29.444272 Mean= -11.027415 Worst= -5.630717 Time= 20.233923 GA> Generation= 4 Duplicates= 0.024561 Offspring in new pop.= 0.533333 Mutants in new pop.= 0.333333 GA> Generation= 5 Best= -30.226824 Mean= -15.071417 Worst= -9.995040 Time= 23.378445 GA> Generation= 5 Duplicates= 0.038596 Offspring in new pop.= 0.496296 Mutants in new pop.= 0.416667 GA> Generation= 6 Best= -30.226824 Mean= -18.400823 Worst= -13.660390 Time= 26.772929 GA> Generation= 6 Duplicates= 0.017544 Offspring in new pop.= 0.459259 Mutants in new pop.= 0.181818 GA> Generation= 7 Best= -30.285837 Mean= -21.361654 Worst= -17.063768 Time= 29.830464 GA> Generation= 7 Duplicates= 0.042105 Offspring in new pop.= 0.488889 Mutants in new pop.= 0.153846 GA> Generation= 8 Best= -35.234810 Mean= -24.148177 Worst= -20.053228 Time= 33.031977 GA> Generation= 8 Duplicates= 0.014035 Offspring in new pop.= 0.444444 Mutants in new pop.= 0.411765 GA> Generation= 9 Best= -35.496358 Mean= -26.134042 Worst= -22.480432 Time= 35.961532 GA> Generation= 9 Duplicates= 0.059649 Offspring in new pop.= 0.444444 Mutants in new pop.= 0.058824 GA> Generation= 10 Best= -40.127806 Mean= -28.279204 Worst= -24.666039 Time= 38.924082 GA> Generation= 10 Duplicates= 0.031579 Offspring in new pop.= 0.355556 Mutants in new pop.= 0.416667 GA> Generation= 11 Best= -40.127806 Mean= -30.494210 Worst= -26.731112 Time= 41.816642 GA> Generation= 11 Duplicates= 0.028070 Offspring in new pop.= 0.422222 Mutants in new pop.= 0.312500 GA> Generation= 12 Best= -45.550773 Mean= -32.519966 Worst= -28.788392 Time= 44.702203 GA> Generation= 12 Duplicates= 0.035088 Offspring in new pop.= 0.414815 Mutants in new pop.= 0.058824 GA> Generation= 13 Best= -45.550773 Mean= -34.604195 Worst= -31.069115 Time= 47.531773 GA> Generation= 13 Duplicates= 0.073684 Offspring in new pop.= 0.407407 Mutants in new pop.= 0.166667 GA> Generation= 14 Best= -45.550773 Mean= -36.071871 Worst= -33.055436 Time= 50.287355 GA> Generation= 14 Duplicates= 0.077193 Offspring in new pop.= 0.325926 Mutants in new pop.= 0.352941 GA> Generation= 15 Best= -45.550773 Mean= -37.352778 Worst= -34.713167 Time= 52.797972 GA> Generation= 15 Duplicates= 0.059649 Offspring in new pop.= 0.333333 Mutants in new pop.= 0.250000 GA> Generation= 16 Best= -45.550773 Mean= -38.236376 Worst= -35.498786 Time= 55.133617 GA> Generation= 16 Duplicates= 0.077193 Offspring in new pop.= 0.251852 Mutants in new pop.= 0.076923 GA> Generation= 17 Best= -45.550773 Mean= -39.086941 Worst= -36.775290 Time= 57.614240 GA> Generation= 17 Duplicates= 0.080702 Offspring in new pop.= 0.266667 Mutants in new pop.= 0.200000 GA> Generation= 18 Best= -45.550773 Mean= -39.949741 Worst= -37.554498 Time= 60.015875 GA> Generation= 18 Duplicates= 0.080702 Offspring in new pop.= 0.259259 Mutants in new pop.= 0.250000 GA> Generation= 19 Best= -46.926186 Mean= -40.625196 Worst= -38.656751 Time= 62.362518 GA> Generation= 19 Duplicates= 0.087719 Offspring in new pop.= 0.303704 Mutants in new pop.= 0.083333 GA> Generation= 20 Best= -46.926186 Mean= -41.078863 Worst= -39.122732 Time= 64.761154 GA> Generation= 20 Duplicates= 0.094737 Offspring in new pop.= 0.207407 Mutants in new pop.= 0.000000 GA> Generation= 21 Best= -46.926186 Mean= -41.614496 Worst= -39.721510 Time= 66.913826 GA> Generation= 21 Duplicates= 0.126316 Offspring in new pop.= 0.207407 Mutants in new pop.= 0.083333 GA> Generation= 22 Best= -46.926186 Mean= -42.235221 Worst= -40.348913 Time= 69.175482 GA> Generation= 22 Duplicates= 0.080702 Offspring in new pop.= 0.244444 Mutants in new pop.= 0.285714 GA> Generation= 23 Best= -46.926186 Mean= -42.692101 Worst= -40.846766 Time= 71.391146 GA> Generation= 23 Duplicates= 0.115789 Offspring in new pop.= 0.170370 Mutants in new pop.= 0.200000 GA> Generation= 24 Best= -48.989293 Mean= -43.075457 Worst= -41.240672 Time= 73.691796 GA> Generation= 24 Duplicates= 0.122807 Offspring in new pop.= 0.200000 Mutants in new pop.= 0.000000 GA> Generation= 25 Best= -48.989293 Mean= -43.498588 Worst= -41.722961 Time= 75.916458 GA> Generation= 25 Duplicates= 0.133333 Offspring in new pop.= 0.185185 Mutants in new pop.= 0.111111 GA> Generation= 26 Best= -48.989293 Mean= -43.929128 Worst= -42.206577 Time= 77.993142 GA> Generation= 26 Duplicates= 0.143860 Offspring in new pop.= 0.207407 Mutants in new pop.= 0.222222 GA> Generation= 27 Best= -48.989293 Mean= -44.268335 Worst= -42.610490 Time= 80.347784 GA> Generation= 27 Duplicates= 0.129825 Offspring in new pop.= 0.133333 Mutants in new pop.= 0.058824 GA> Generation= 28 Best= -48.989293 Mean= -44.544845 Worst= -42.975945 Time= 82.376476 GA> Generation= 28 Duplicates= 0.171930 Offspring in new pop.= 0.162963 Mutants in new pop.= 0.142857 GA> Generation= 29 Best= -48.989293 Mean= -44.866338 Worst= -43.241399 Time= 84.532148 GA> Generation= 29 Duplicates= 0.171930 Offspring in new pop.= 0.170370 Mutants in new pop.= 0.105263 GA> Generation= 30 Best= -48.989293 Mean= -45.094353 Worst= -43.541449 Time= 86.472853 GA> Generation= 30 Duplicates= 0.178947 Offspring in new pop.= 0.133333 Mutants in new pop.= 0.071429 GA> Generation= 31 Best= -48.989293 Mean= -45.297594 Worst= -43.804105 Time= 88.345568 GA> Generation= 31 Duplicates= 0.185965 Offspring in new pop.= 0.125926 Mutants in new pop.= 0.125000 GA> Generation= 32 Best= -48.989293 Mean= -45.434680 Worst= -44.079816 Time= 90.510239 GA> Generation= 32 Duplicates= 0.171930 Offspring in new pop.= 0.111111 Mutants in new pop.= 0.000000 GA> Generation= 33 Best= -48.989293 Mean= -45.568076 Worst= -44.235829 Time= 92.451944 GA> Generation= 33 Duplicates= 0.214035 Offspring in new pop.= 0.096296 Mutants in new pop.= 0.000000 GA> Generation= 34 Best= -48.989293 Mean= -45.740748 Worst= -44.397314 Time= 94.428643 GA> Generation= 34 Duplicates= 0.175439 Offspring in new pop.= 0.096296 Mutants in new pop.= 0.222222 GA> Generation= 35 Best= -48.989293 Mean= -45.799006 Worst= -44.541916 Time= 96.357350 GA> Generation= 35 Duplicates= 0.221053 Offspring in new pop.= 0.081481 Mutants in new pop.= 0.000000 GA> Generation= 36 Best= -48.989293 Mean= -45.886374 Worst= -44.647662 Time= 98.361046 GA> Generation= 36 Duplicates= 0.168421 Offspring in new pop.= 0.074074 Mutants in new pop.= 0.000000 GA> Generation= 37 Best= -48.989293 Mean= -45.942519 Worst= -44.710444 Time= 100.377739 GA> Generation= 37 Duplicates= 0.192982 Offspring in new pop.= 0.051852 Mutants in new pop.= 0.000000 GA> Generation= 38 Best= -48.989293 Mean= -46.041781 Worst= -44.879513 Time= 102.398432 GA> Generation= 38 Duplicates= 0.178947 Offspring in new pop.= 0.111111 Mutants in new pop.= 0.071429 GA> Generation= 39 Best= -48.989293 Mean= -46.075694 Worst= -44.928446 Time= 104.399128 GA> Generation= 39 Duplicates= 0.203509 Offspring in new pop.= 0.037037 Mutants in new pop.= 0.000000 GA> Generation= 40 Best= -48.989293 Mean= -46.104121 Worst= -45.001845 Time= 106.319836 GA> Generation= 40 Duplicates= 0.207018 Offspring in new pop.= 0.044444 Mutants in new pop.= 0.153846 GA> Generation= 41 Best= -48.989293 Mean= -46.171211 Worst= -45.129137 Time= 108.103565 GA> Generation= 41 Duplicates= 0.196491 Offspring in new pop.= 0.074074 Mutants in new pop.= 0.000000 GA> Generation= 42 Best= -48.989293 Mean= -46.309964 Worst= -45.248416 Time= 110.172250 GA> Generation= 42 Duplicates= 0.207018 Offspring in new pop.= 0.081481 Mutants in new pop.= 0.047619 GA> Generation= 43 Best= -48.989293 Mean= -46.328656 Worst= -45.270207 Time= 112.182944 GA> Generation= 43 Duplicates= 0.203509 Offspring in new pop.= 0.014815 Mutants in new pop.= 0.000000 GA> Generation= 44 Best= -48.989293 Mean= -46.385805 Worst= -45.316901 Time= 114.143647 GA> Generation= 44 Duplicates= 0.175439 Offspring in new pop.= 0.044444 Mutants in new pop.= 0.000000 GA> Generation= 45 Best= -48.989293 Mean= -46.412873 Worst= -45.344840 Time= 116.189336 GA> Generation= 45 Duplicates= 0.175439 Offspring in new pop.= 0.044444 Mutants in new pop.= 0.000000 GA> Generation= 46 Best= -48.989293 Mean= -46.424849 Worst= -45.365626 Time= 118.150038 GA> Generation= 46 Duplicates= 0.210526 Offspring in new pop.= 0.022222 Mutants in new pop.= 0.000000 GA> Generation= 47 Best= -48.989293 Mean= -46.463751 Worst= -45.397488 Time= 120.180729 GA> Generation= 47 Duplicates= 0.217544 Offspring in new pop.= 0.037037 Mutants in new pop.= 0.083333 GA> Generation= 48 Best= -48.989293 Mean= -46.467489 Worst= -45.420134 Time= 122.419389 GA> Generation= 48 Duplicates= 0.196491 Offspring in new pop.= 0.014815 Mutants in new pop.= 0.000000 GA> Generation= 49 Best= -11.763571 Mean= 4.447291 Worst= 12.603108 Time= 131.862953 GA> Generation= 49 Duplicates= 0.021053 Offspring in new pop.= 0.629630 Mutants in new pop.= 0.300000 GA> Generation= 50 Best= -16.846846 Mean= -1.470697 Worst= 4.389655 Time= 135.411413 GA> Generation= 50 Duplicates= 0.017544 Offspring in new pop.= 0.562963 Mutants in new pop.= 0.500000 GA> Generation= 51 Best= -18.788818 Mean= -6.023303 Worst= -0.740641 Time= 138.912881 GA> Generation= 51 Duplicates= 0.017544 Offspring in new pop.= 0.555556 Mutants in new pop.= 0.500000 GA> Generation= 52 Best= -22.293733 Mean= -9.959856 Worst= -4.851204 Time= 142.124393 GA> Generation= 52 Duplicates= 0.017544 Offspring in new pop.= 0.525926 Mutants in new pop.= 0.125000 GA> Generation= 53 Best= -24.609683 Mean= -13.017546 Worst= -9.147179 Time= 145.607863 GA> Generation= 53 Duplicates= 0.035088 Offspring in new pop.= 0.474074 Mutants in new pop.= 0.545455 GA> Generation= 54 Best= -30.629772 Mean= -15.571697 Worst= -11.691821 Time= 148.939357 GA> Generation= 54 Duplicates= 0.014035 Offspring in new pop.= 0.437037 Mutants in new pop.= 0.363636 GA> Generation= 55 Best= -31.030288 Mean= -18.459723 Worst= -14.241510 Time= 152.107875 GA> Generation= 55 Duplicates= 0.024561 Offspring in new pop.= 0.474074 Mutants in new pop.= 0.000000 GA> Generation= 56 Best= -31.543432 Mean= -21.445375 Worst= -16.915428 Time= 155.285392 GA> Generation= 56 Duplicates= 0.031579 Offspring in new pop.= 0.466667 Mutants in new pop.= 0.133333 GA> Generation= 57 Best= -36.001579 Mean= -23.637492 Worst= -19.845338 Time= 158.383921 GA> Generation= 57 Duplicates= 0.038596 Offspring in new pop.= 0.385185 Mutants in new pop.= 0.428571 GA> Generation= 58 Best= -38.065667 Mean= -25.811516 Worst= -22.045711 Time= 161.413461 GA> Generation= 58 Duplicates= 0.024561 Offspring in new pop.= 0.392593 Mutants in new pop.= 0.181818 GA> Generation= 59 Best= -38.587274 Mean= -28.357392 Worst= -24.701895 Time= 164.335017 GA> Generation= 59 Duplicates= 0.028070 Offspring in new pop.= 0.451852 Mutants in new pop.= 0.333333 GA> Generation= 60 Best= -39.780931 Mean= -31.120286 Worst= -27.109301 Time= 167.024608 GA> Generation= 60 Duplicates= 0.049123 Offspring in new pop.= 0.518519 Mutants in new pop.= 0.111111 GA> Generation= 61 Best= -42.652148 Mean= -33.003447 Worst= -29.221402 Time= 169.789187 GA> Generation= 61 Duplicates= 0.066667 Offspring in new pop.= 0.340741 Mutants in new pop.= 0.266667 GA> Generation= 62 Best= -42.652148 Mean= -34.426335 Worst= -31.030288 Time= 172.373794 GA> Generation= 62 Duplicates= 0.077193 Offspring in new pop.= 0.333333 Mutants in new pop.= 0.315789 GA> Generation= 63 Best= -43.936678 Mean= -35.653132 Worst= -32.418237 Time= 175.079382 GA> Generation= 63 Duplicates= 0.038596 Offspring in new pop.= 0.311111 Mutants in new pop.= 0.142857 GA> Generation= 64 Best= -43.936678 Mean= -36.605130 Worst= -33.747062 Time= 177.707983 GA> Generation= 64 Duplicates= 0.059649 Offspring in new pop.= 0.281481 Mutants in new pop.= 0.142857 GA> Generation= 65 Best= -45.161607 Mean= -37.572208 Worst= -34.763843 Time= 180.330584 GA> Generation= 65 Duplicates= 0.049123 Offspring in new pop.= 0.229630 Mutants in new pop.= 0.454545 GA> Generation= 66 Best= -45.399353 Mean= -38.407929 Worst= -35.897034 Time= 183.075167 GA> Generation= 66 Duplicates= 0.073684 Offspring in new pop.= 0.266667 Mutants in new pop.= 0.187500 GA> Generation= 67 Best= -51.154290 Mean= -39.477604 Worst= -36.826998 Time= 185.735762 GA> Generation= 67 Duplicates= 0.052632 Offspring in new pop.= 0.274074 Mutants in new pop.= 0.125000 GA> Generation= 68 Best= -51.154290 Mean= -40.504032 Worst= -37.808307 Time= 188.555334 GA> Generation= 68 Duplicates= 0.063158 Offspring in new pop.= 0.274074 Mutants in new pop.= 0.105263 GA> Generation= 69 Best= -51.154290 Mean= -41.694272 Worst= -39.048135 Time= 190.971966 GA> Generation= 69 Duplicates= 0.077193 Offspring in new pop.= 0.333333 Mutants in new pop.= 0.250000 GA> Generation= 70 Best= -51.154290 Mean= -42.739025 Worst= -40.076992 Time= 193.271617 GA> Generation= 70 Duplicates= 0.087719 Offspring in new pop.= 0.296296 Mutants in new pop.= 0.333333 GA> Generation= 71 Best= -52.015414 Mean= -43.832321 Worst= -41.268138 Time= 195.781235 GA> Generation= 71 Duplicates= 0.098246 Offspring in new pop.= 0.288889 Mutants in new pop.= 0.200000 GA> Generation= 72 Best= -53.221876 Mean= -44.520189 Worst= -41.902145 Time= 198.130878 GA> Generation= 72 Duplicates= 0.112281 Offspring in new pop.= 0.237037 Mutants in new pop.= 0.250000 GA> Generation= 73 Best= -53.221876 Mean= -45.783789 Worst= -42.995760 Time= 200.353540 GA> Generation= 73 Duplicates= 0.101754 Offspring in new pop.= 0.303704 Mutants in new pop.= 0.058824 GA> Generation= 74 Best= -53.313792 Mean= -46.886946 Worst= -44.155891 Time= 202.559205 GA> Generation= 74 Duplicates= 0.119298 Offspring in new pop.= 0.311111 Mutants in new pop.= 0.117647 GA> Move summary GA> Position= 1 Crossovers= 0 Accepted= 0 Mutations= 0 Accepted= 0 GA> Position= 2 Crossovers= 0 Accepted= 0 Mutations= 0 Accepted= 0 GA> Position= 3 Crossovers= 0 Accepted= 0 Mutations= 0 Accepted= 0 GA> Position= 4 Crossovers= 468 Accepted= 163 Mutations= 27 Accepted= 7 GA> Position= 5 Crossovers= 488 Accepted= 151 Mutations= 22 Accepted= 5 GA> Position= 6 Crossovers= 477 Accepted= 125 Mutations= 33 Accepted= 6 GA> Position= 7 Crossovers= 477 Accepted= 153 Mutations= 23 Accepted= 5 GA> Position= 8 Crossovers= 469 Accepted= 136 Mutations= 22 Accepted= 5 GA> Position= 9 Crossovers= 450 Accepted= 136 Mutations= 22 Accepted= 3 GA> Position= 10 Crossovers= 420 Accepted= 122 Mutations= 24 Accepted= 3 GA> Position= 11 Crossovers= 440 Accepted= 126 Mutations= 18 Accepted= 6 GA> Position= 12 Crossovers= 461 Accepted= 77 Mutations= 24 Accepted= 9 GA> Position= 13 Crossovers= 477 Accepted= 106 Mutations= 30 Accepted= 5 GA> Position= 14 Crossovers= 474 Accepted= 117 Mutations= 18 Accepted= 2 GA> Position= 15 Crossovers= 414 Accepted= 110 Mutations= 17 Accepted= 2 GA> Position= 16 Crossovers= 461 Accepted= 124 Mutations= 22 Accepted= 5 GA> Position= 17 Crossovers= 460 Accepted= 100 Mutations= 19 Accepted= 2 GA> Position= 18 Crossovers= 499 Accepted= 144 Mutations= 28 Accepted= 5 GA> Position= 19 Crossovers= 461 Accepted= 132 Mutations= 21 Accepted= 2 GA> Position= 20 Crossovers= 466 Accepted= 129 Mutations= 21 Accepted= 1 GA> Position= 21 Crossovers= 470 Accepted= 133 Mutations= 21 Accepted= 1 GA> Position= 22 Crossovers= 457 Accepted= 114 Mutations= 27 Accepted= 3 GA> Position= 23 Crossovers= 438 Accepted= 121 Mutations= 35 Accepted= 3 GA> Position= 24 Crossovers= 424 Accepted= 122 Mutations= 25 Accepted= 4 GA> Position= 25 Crossovers= 472 Accepted= 131 Mutations= 25 Accepted= 5 GA> Position= 26 Crossovers= 522 Accepted= 130 Mutations= 22 Accepted= 4 GA> Position= 27 Crossovers= 424 Accepted= 121 Mutations= 17 Accepted= 1 GA> Position= 28 Crossovers= 467 Accepted= 134 Mutations= 20 Accepted= 3 GA> Position= 29 Crossovers= 443 Accepted= 117 Mutations= 14 Accepted= 2 GA> Position= 30 Crossovers= 441 Accepted= 128 Mutations= 22 Accepted= 3 GA> Position= 31 Crossovers= 455 Accepted= 131 Mutations= 24 Accepted= 5 GA> Position= 32 Crossovers= 475 Accepted= 148 Mutations= 24 Accepted= 4 GA> Position= 33 Crossovers= 466 Accepted= 132 Mutations= 22 Accepted= 2 GA> Position= 34 Crossovers= 462 Accepted= 136 Mutations= 30 Accepted= 6 GA> Position= 35 Crossovers= 474 Accepted= 121 Mutations= 28 Accepted= 6 GA> Position= 36 Crossovers= 495 Accepted= 133 Mutations= 27 Accepted= 4 GA> Position= 37 Crossovers= 479 Accepted= 147 Mutations= 19 Accepted= 6 GA> Position= 38 Crossovers= 482 Accepted= 132 Mutations= 28 Accepted= 4 GA> Position= 39 Crossovers= 475 Accepted= 152 Mutations= 25 Accepted= 7 GA> Position= 40 Crossovers= 461 Accepted= 131 Mutations= 30 Accepted= 2 GA> Position= 41 Crossovers= 514 Accepted= 156 Mutations= 20 Accepted= 3 GA> Position= 42 Crossovers= 444 Accepted= 142 Mutations= 16 Accepted= 2 GA> Position= 43 Crossovers= 485 Accepted= 155 Mutations= 25 Accepted= 1 GA> Position= 44 Crossovers= 488 Accepted= 163 Mutations= 26 Accepted= 4 GA> Position= 45 Crossovers= 462 Accepted= 157 Mutations= 25 Accepted= 8 GA> Position= 46 Crossovers= 443 Accepted= 136 Mutations= 24 Accepted= 8 GA> Run finished: Evaluations= 2483978 Minimisations= 11302 Generations= 74 Epochs= 2 Time= 204.240