Generation#1

Chromosome#1 12 2 16 19 Selection = 110.0 Fitness = 0.009009009009009009

Chromosome#2 1 1 9 16 Selection = 64.0 Fitness = 0.015384615384615385

Chromosome#3 11 12 21 4 Selection = 84.0 Fitness = 0.011764705882352941

Chromosome#4 12 7 11 4 Selection = 45.0 Fitness = 0.021739130434782608

Chromosome#5 22 7 23 2 Selection = 83.0 Fitness = 0.011904761904761904

Chromosome#6 22 7 15 5 Selection = 71.0 Fitness = 0.013888888888888888

Computing Probabilities

Chromosome#1 Probability = 0.10764594766475541

Chromosome#2 Probability = 0.18382615678135156

Chromosome#3 Probability = 0.14057294342103355

Chromosome#4 Probability = 0.25975435197364893

Chromosome#5 Probability = 0.1422464308427125

Chromosome#6 Probability = 0.16595416931649792

Computing Cumulative Probabilities

Chromosome#1 Cumulative Probability = 0.10764594766475541

Chromosome#2 Cumulative Probability = 0.29147210444610694

Chromosome#3 Cumulative Probability = 0.4320450478671405

Chromosome#4 Cumulative Probability = 0.6917993998407894

Chromosome#5 Cumulative Probability = 0.8340458306835019

Chromosome#6 Cumulative Probability = 0.9999999999999998

Computing Roulette Wheel

0.2914305770907506

0.10396839646217693

0.650150482014537

0.740606176468026

0.2021244237157136

0.18260255834758832

Selected Chromosomes

1 1 9 16

12 2 16 19

12 7 11 4

22 7 23 2

1 1 9 16

Crossover Chromosomes

1 1 16 19

12 2 9 16

12 7 23 2

22 7 11 4

1 1 9 16

After Mutation

A = 0 B= 1 C = 4

1 4 16 19

12 2 9 16

9 7 23 2

22 7 11 4

1 1 9 16

Generation#2

Chromosome#1 1 4 16 19 Selection = 103.0 Fitness = 0.009615384615384616

Chromosome#2 12 2 9 16 Selection = 77.0 Fitness = 0.01282051282051282

Chromosome#3 9 7 23 2 Selection = 70.0 Fitness = 0.014084507042253521

Chromosome#4 22 7 11 4 Selection = 55.0 Fitness = 0.017857142857142856

Chromosome#5 1 1 9 16 Selection = 64.0 Fitness = 0.015384615384615385

Chromosome#6 1 1 9 16 Selection = 64.0 Fitness = 0.015384615384615385

Computing Probabilities

Chromosome#1 Probability = 0.11292716917111004

Chromosome#2 Probability = 0.15056955889481335

Chromosome#3 Probability = 0.1654144449830344

Chromosome#4 Probability = 0.20972188560349003

Chromosome#5 Probability = 0.18068347067377605

Chromosome#6 Probability = 0.18068347067377605

Computing Cumulative Probabilities

Chromosome#1 Cumulative Probability = 0.11292716917111004

Chromosome#2 Cumulative Probability = 0.2634967280659234

Chromosome#3 Cumulative Probability = 0.42891117304895776

Chromosome#4 Cumulative Probability = 0.6386330586524478

Chromosome#5 Cumulative Probability = 0.8193165293262239

Chromosome#6 Cumulative Probability = 1.0

Computing Roulette Wheel

0.7780937184390144

0.6419908747647687

0.6211724022277106

0.3879153599090416

0.6680622301287916

0.05765794206745367

Selected Chromosomes

1 1 9 16

22 7 11 4

9 7 23 2

1 1 9 16

1 4 16 19

Crossover Chromosomes

1 1 9 16

22 7 23 2

9 7 11 4

1 1 16 19

1 4 9 16

After Mutation

A = 4 B = 1 C= 8

1 1 9 16

22 7 23 1

9 7 11 4

1 8 16 19

1 4 9 16

Generation #3

……………

………….

Generation#6

Chromosome#1 1 1 7 1 Selection = 2.0 Fitness = 0.3333333333333333

Chromosome#2 1 1 9 16 Selection = 64.0 Fitness = 0.015384615384615385

Chromosome#3 1 1 7 4 Selection = 10.0 Fitness = 0.09090909090909091

Chromosome#4 1 1 7 3 Selection = 6.0 Fitness = 0.14285714285714285

Chromosome#5 1 2 7 1 Selection = 0.0 Solution Found

Answer = 1 2 7 1