The GA parameters are: populationSize = 100 numXoverPoints = 1 crossoverRate = 0.7 mutationRate = 0.1 doElitism = true printPerGens = 100 maxGenerations = 1000 Debug.flag = false logFileName = sines.txt SinesChromosome: chromosome length is 3 GA: chromosome length = 3 GA: mainLoop Initial population: generation=0 best value=37.43651890681735 avg=21.80539527982874 stddev=6.280723990679306 most fit (previous generation=0): gene[0]=11.626617924224613 gene[1]=4.318134860687104 gene[2]=0.3896999186448038 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+4.318134860687104*sin(20*PI*4.318134860687104)+0.3896999186448038 fitness= 37.43651890681735 number of crossovers and mutations: 0 and 0 Report: generation=100 best value=39.80686128680111 avg=34.7431190365382 stddev=5.3365310772419345 most fit (previous generation=94): gene[0]=11.626617924224613 gene[1]=5.726963647644284 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.726963647644284*sin(20*PI*5.726963647644284)+0.999216836676124 fitness= 39.80686128680111 number of crossovers and mutations: 3462 and 2940 Report: generation=200 best value=39.80721749298165 avg=34.61681723439671 stddev=5.335791538167995 most fit (previous generation=111): gene[0]=11.626617924224613 gene[1]=5.723132661464114 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723132661464114*sin(20*PI*5.723132661464114)+0.999216836676124 fitness= 39.80721749298165 number of crossovers and mutations: 6964 and 5905 Report: generation=300 best value=39.80721749298165 avg=33.048218457982955 stddev=6.4023973144026805 most fit (previous generation=111): gene[0]=11.626617924224613 gene[1]=5.723132661464114 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723132661464114*sin(20*PI*5.723132661464114)+0.999216836676124 fitness= 39.80721749298165 number of crossovers and mutations: 10438 and 8869 Report: generation=400 best value=39.80721749298165 avg=32.29663461918943 stddev=6.630168422108554 most fit (previous generation=111): gene[0]=11.626617924224613 gene[1]=5.723132661464114 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723132661464114*sin(20*PI*5.723132661464114)+0.999216836676124 fitness= 39.80721749298165 number of crossovers and mutations: 13940 and 11803 Report: generation=500 best value=39.82792749949012 avg=33.089213156275484 stddev=6.346174439612384 most fit (previous generation=465): gene[0]=11.626617924224613 gene[1]=5.723696014849506 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723696014849506*sin(20*PI*5.723696014849506)+0.999216836676124 fitness= 39.82792749949012 number of crossovers and mutations: 17430 and 14779 Report: generation=600 best value=39.82792749949012 avg=33.71870384106503 stddev=5.724612663312234 most fit (previous generation=465): gene[0]=11.626617924224613 gene[1]=5.723696014849506 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723696014849506*sin(20*PI*5.723696014849506)+0.999216836676124 fitness= 39.82792749949012 number of crossovers and mutations: 20938 and 17839 Report: generation=700 best value=39.82792749949012 avg=35.06706628026967 stddev=5.1319510054038355 most fit (previous generation=465): gene[0]=11.626617924224613 gene[1]=5.723696014849506 gene[2]=0.999216836676124 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723696014849506*sin(20*PI*5.723696014849506)+0.999216836676124 fitness= 39.82792749949012 number of crossovers and mutations: 24436 and 20880 Report: generation=800 best value=39.828169734807766 avg=33.641732070497724 stddev=5.219671813377677 most fit (previous generation=743): gene[0]=11.626617924224613 gene[1]=5.723696014849506 gene[2]=0.9994590719937702 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723696014849506*sin(20*PI*5.723696014849506)+0.9994590719937702 fitness= 39.828169734807766 number of crossovers and mutations: 27879 and 23796 Report: generation=900 best value=39.828169734807766 avg=32.84691753663947 stddev=5.71876235103739 most fit (previous generation=743): gene[0]=11.626617924224613 gene[1]=5.723696014849506 gene[2]=0.9994590719937702 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.723696014849506*sin(20*PI*5.723696014849506)+0.9994590719937702 fitness= 39.828169734807766 number of crossovers and mutations: 31366 and 26835 Report: generation=1000 best value=39.840366450378056 avg=33.40106981710483 stddev=5.66378509999329 most fit (previous generation=918): gene[0]=11.626617924224613 gene[1]=5.724185561805757 gene[2]=0.9994590719937702 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.724185561805757*sin(20*PI*5.724185561805757)+0.9994590719937702 fitness= 39.840366450378056 number of crossovers and mutations: 34855 and 29847 Simulation completed in 1000 generations and 25.683 seconds Best member (generation=918): gene[0]=11.626617924224613 gene[1]=5.724185561805757 gene[2]=0.9994590719937702 21.5+11.626617924224613*sin(4*PI*11.626617924224613)+5.724185561805757*sin(20*PI*5.724185561805757)+0.9994590719937702 fitness= 39.840366450378056