----------
初期集団 population
[0, 0, 1, 1, 1, 1, 0, 0, 0, 1] 5
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 0, 1, 0, 1, 0, 1, 0, 0] 3
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 0, 1, 0, 0, 0, 1, 0] 3
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[0, 1, 0, 0, 1, 1, 0, 1, 0, 0] 4
[0, 1, 0, 0, 0, 1, 0, 1, 1, 0] 4
----------
1世代
選択 selection(population)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
交叉 crossover(population[r1=1], population[r2=3])
crossover(population[r1=1]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
crossover(population[r2=3]
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
crossover(population[r1=1], population[r2=3])
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
交叉 crossover(population[r1=5], population[r2=0])
crossover(population[r1=5]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r2=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=5], population[r2=0])
[1, 1, 0, 1, 1, 0, 1, 1, 1, 0] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
交叉 crossover(population[r1=4], population[r2=5])
crossover(population[r1=4]
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=4], population[r2=5])
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
突然変異 mutation(individual)
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
交叉 crossover(population[r1=7], population[r2=6])
crossover(population[r1=7]
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
crossover(population[r2=6]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=7], population[r2=6])
[1, 0, 1, 1, 1, 0, 0, 1, 0, 0] 5
突然変異 mutation(individual)
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
交叉 crossover(population[r1=1], population[r2=5])
crossover(population[r1=1]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=1], population[r2=5])
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 0, 1, 0, 1, 0, 0] 5
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 0, 1, 0, 0] 5
最終結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 0, 1, 1, 1, 0, 1, 0, 1, 1] 6
[0, 0, 1, 0, 1, 0, 1, 1, 1, 1] 6
[1, 0, 1, 1, 0, 0, 0, 1, 1, 0] 5
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 0, 1, 1, 0, 0, 0, 1, 0, 0] 4
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 0, 1, 0, 0] 5
----------
2世代
選択 selection(population)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
交叉 crossover(population[r1=3], population[r2=2])
crossover(population[r1=3]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
crossover(population[r2=2]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=3], population[r2=2])
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
交叉 crossover(population[r1=5], population[r2=3])
crossover(population[r1=5]
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
crossover(population[r2=3]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
crossover(population[r1=5], population[r2=3])
[0, 1, 0, 1, 0, 1, 1, 1, 0, 0] 5
突然変異 mutation(individual)
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
交叉 crossover(population[r1=0], population[r2=4])
crossover(population[r1=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=4]
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
crossover(population[r1=0], population[r2=4])
[0, 1, 0, 1, 1, 1, 1, 0, 0, 0] 5
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 1, 1, 0, 0, 0] 5
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 0, 0] 5
交叉 crossover(population[r1=4], population[r2=1])
crossover(population[r1=4]
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
crossover(population[r2=1]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=4], population[r2=1])
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
突然変異 mutation(individual)
[1, 0, 1, 1, 0, 1, 0, 1, 0, 0] 5
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 0, 0] 5
[1, 0, 1, 1, 0, 1, 0, 1, 0, 0] 5
交叉 crossover(population[r1=6], population[r2=0])
crossover(population[r1=6]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
crossover(population[r2=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=6], population[r2=0])
[1, 1, 0, 1, 1, 1, 1, 1, 0, 0] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 0, 0] 5
[1, 0, 1, 1, 0, 1, 0, 1, 0, 0] 5
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
最終結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 0, 1, 1, 1, 1, 0, 1, 0, 0] 6
[0, 1, 0, 1, 1, 0, 1, 1, 0, 0] 5
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 0, 0] 5
[1, 0, 1, 1, 0, 1, 0, 1, 0, 0] 5
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
----------
3世代
選択 selection(population)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
交叉 crossover(population[r1=3], population[r2=0])
crossover(population[r1=3]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r2=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=3], population[r2=0])
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
交叉 crossover(population[r1=4], population[r2=1])
crossover(population[r1=4]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
crossover(population[r2=1]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r1=4], population[r2=1])
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
交叉 crossover(population[r1=2], population[r2=6])
crossover(population[r1=2]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r2=6]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r1=2], population[r2=6])
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
交叉 crossover(population[r1=0], population[r2=0])
crossover(population[r1=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=0], population[r2=0])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
交叉 crossover(population[r1=5], population[r2=5])
crossover(population[r1=5]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=5], population[r2=5])
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
最終結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 0, 1, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
----------
4世代
選択 selection(population)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
交叉 crossover(population[r1=3], population[r2=4])
crossover(population[r1=3]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r2=4]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=3], population[r2=4])
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
交叉 crossover(population[r1=5], population[r2=5])
crossover(population[r1=5]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r2=5]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r1=5], population[r2=5])
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
交叉 crossover(population[r1=1], population[r2=0])
crossover(population[r1=1]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=1], population[r2=0])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 0, 0, 1, 1] 5
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 0, 0, 0, 1, 1] 5
交叉 crossover(population[r1=0], population[r2=4])
crossover(population[r1=0]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=4]
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
crossover(population[r1=0], population[r2=4])
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 0, 0, 0, 1, 1] 5
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
交叉 crossover(population[r1=3], population[r2=7])
crossover(population[r1=3]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r2=7]
[0, 1, 0, 1, 1, 0, 0, 0, 1, 1] 5
crossover(population[r1=3], population[r2=7])
[1, 1, 0, 1, 1, 0, 0, 0, 0, 0] 4
突然変異 mutation(individual)
[1, 0, 0, 1, 1, 0, 0, 0, 1, 0] 4
暫定結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 0, 0, 0, 1, 1] 5
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 0, 0, 1, 1, 0, 0, 0, 1, 0] 4
最終結果 population
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 0, 1, 1, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 0, 0, 0, 1, 1] 5
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 0, 0, 1, 1, 0, 0, 0, 1, 0] 4
----------
5世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
交叉 crossover(population[r1=4], population[r2=4])
crossover(population[r1=4]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r2=4]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r1=4], population[r2=4])
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
交叉 crossover(population[r1=1], population[r2=1])
crossover(population[r1=1]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=1]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=1], population[r2=1])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=2], population[r2=2])
crossover(population[r1=2]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=2]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=2], population[r2=2])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
交叉 crossover(population[r1=1], population[r2=0])
crossover(population[r1=1]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
crossover(population[r1=1], population[r2=0])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
交叉 crossover(population[r1=7], population[r2=5])
crossover(population[r1=7]
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
crossover(population[r2=5]
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
crossover(population[r1=7], population[r2=5])
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 1, 1, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 0, 0] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
----------
6世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
交叉 crossover(population[r1=0], population[r2=0])
crossover(population[r1=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=0], population[r2=0])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
交叉 crossover(population[r1=3], population[r2=2])
crossover(population[r1=3]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=2]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
crossover(population[r1=3], population[r2=2])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
交叉 crossover(population[r1=6], population[r2=4])
crossover(population[r1=6]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=4]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=6], population[r2=4])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
交叉 crossover(population[r1=0], population[r2=2])
crossover(population[r1=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=2]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
crossover(population[r1=0], population[r2=2])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=5], population[r2=5])
crossover(population[r1=5]
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
crossover(population[r2=5]
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
crossover(population[r1=5], population[r2=5])
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
突然変異 mutation(individual)
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 0, 0, 1] 6
----------
7世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
交叉 crossover(population[r1=1], population[r2=0])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=1], population[r2=0])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
交叉 crossover(population[r1=5], population[r2=5])
crossover(population[r1=5]
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
crossover(population[r1=5], population[r2=5])
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
交叉 crossover(population[r1=4], population[r2=4])
crossover(population[r1=4]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r2=4]
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
crossover(population[r1=4], population[r2=4])
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
交叉 crossover(population[r1=5], population[r2=2])
crossover(population[r1=5]
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
crossover(population[r2=2]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=5], population[r2=2])
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=0], population[r2=8])
crossover(population[r1=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=8]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=0], population[r2=8])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[0, 1, 0, 1, 1, 1, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
----------
8世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
交叉 crossover(population[r1=2], population[r2=0])
crossover(population[r1=2]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=2], population[r2=0])
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=1], population[r2=5])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=1], population[r2=5])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=6], population[r2=5])
crossover(population[r1=6]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=6], population[r2=5])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
交叉 crossover(population[r1=0], population[r2=0])
crossover(population[r1=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=0], population[r2=0])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=2], population[r2=8])
crossover(population[r1=2]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r2=8]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=2], population[r2=8])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 0, 1, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 0, 1, 1, 0, 1, 1] 7
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 0, 1, 1] 6
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 0, 1, 1, 0, 1, 1] 7
----------
9世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=1], population[r2=4])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=4]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=1], population[r2=4])
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
交叉 crossover(population[r1=2], population[r2=1])
crossover(population[r1=2]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=1]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=2], population[r2=1])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=5], population[r2=5])
crossover(population[r1=5]
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
crossover(population[r2=5]
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
crossover(population[r1=5], population[r2=5])
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
突然変異 mutation(individual)
[0, 1, 0, 1, 1, 0, 0, 1, 0, 1] 5
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[0, 1, 0, 1, 1, 0, 0, 1, 0, 1] 5
交叉 crossover(population[r1=6], population[r2=2])
crossover(population[r1=6]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=2]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=6], population[r2=2])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[0, 1, 0, 1, 1, 0, 0, 1, 0, 1] 5
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=6], population[r2=5])
crossover(population[r1=6]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=5]
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
crossover(population[r1=6], population[r2=5])
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[0, 1, 0, 1, 1, 0, 0, 1, 0, 1] 5
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[0, 1, 0, 1, 1, 0, 1, 1, 0, 1] 6
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[0, 1, 0, 1, 1, 0, 0, 1, 0, 1] 5
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
----------
10世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=1], population[r2=4])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r2=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=1], population[r2=4])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
交叉 crossover(population[r1=4], population[r2=0])
crossover(population[r1=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r1=4], population[r2=0])
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=4], population[r2=4])
crossover(population[r1=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=4], population[r2=4])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
交叉 crossover(population[r1=7], population[r2=5])
crossover(population[r1=7]
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
crossover(population[r2=5]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
crossover(population[r1=7], population[r2=5])
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
交叉 crossover(population[r1=8], population[r2=4])
crossover(population[r1=8]
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
crossover(population[r2=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=8], population[r2=4])
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 0] 7
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
[1, 1, 0, 1, 1, 0, 1, 0, 1, 1] 7
----------
11世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=2], population[r2=4])
crossover(population[r1=2]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r2=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=2], population[r2=4])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=4], population[r2=2])
crossover(population[r1=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=2]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r1=4], population[r2=2])
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 8
交叉 crossover(population[r1=0], population[r2=2])
crossover(population[r1=0]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=2]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r1=0], population[r2=2])
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=2], population[r2=0])
crossover(population[r1=2]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r1=2], population[r2=0])
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
交叉 crossover(population[r1=1], population[r2=4])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
crossover(population[r2=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r1=1], population[r2=4])
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 0, 1, 1, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
----------
12世代
選択 selection(population)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
交叉 crossover(population[r1=1], population[r2=3])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=3]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r1=1], population[r2=3])
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=2], population[r2=0])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
crossover(population[r2=0]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r1=2], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=3])
crossover(population[r1=4]
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
crossover(population[r2=3]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r1=4], population[r2=3])
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
突然変異 mutation(individual)
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
交叉 crossover(population[r1=3], population[r2=7])
crossover(population[r1=3]
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
crossover(population[r2=7]
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
crossover(population[r1=3], population[r2=7])
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
突然変異 mutation(individual)
[0, 1, 0, 1, 0, 1, 1, 1, 0, 1] 6
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
[0, 1, 0, 1, 0, 1, 1, 1, 0, 1] 6
交叉 crossover(population[r1=1], population[r2=1])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=1]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r1=1], population[r2=1])
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 0, 0, 1, 1, 1, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
[0, 1, 0, 1, 0, 1, 1, 1, 0, 1] 6
[1, 0, 0, 1, 1, 1, 1, 1, 1, 1] 8
最終結果 population
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 0, 1, 1, 1, 1, 0, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 0, 1, 1, 1, 0, 1] 7
[0, 1, 0, 1, 0, 1, 1, 1, 0, 1] 6
[1, 0, 0, 1, 1, 1, 1, 1, 1, 1] 8
----------
13世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
交叉 crossover(population[r1=0], population[r2=0])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=0], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
交叉 crossover(population[r1=1], population[r2=4])
crossover(population[r1=1]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=4]
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
crossover(population[r1=1], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=3])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
crossover(population[r2=3]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r1=4], population[r2=3])
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=3], population[r2=7])
crossover(population[r1=3]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=7]
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=3], population[r2=7])
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 1, 1, 1, 1, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 0] 8
交叉 crossover(population[r1=6], population[r2=4])
crossover(population[r1=6]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
crossover(population[r1=6], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 0, 1, 0, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[0, 1, 1, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 0, 1, 1, 1, 1, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
----------
14世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=1], population[r2=2])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
crossover(population[r1=1], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=4], population[r2=2])
crossover(population[r1=4]
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
crossover(population[r1=4], population[r2=2])
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
交叉 crossover(population[r1=1], population[r2=2])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
crossover(population[r1=1], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 0, 1, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
[1, 0, 1, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=6], population[r2=6])
crossover(population[r1=6]
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
crossover(population[r2=6]
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
crossover(population[r1=6], population[r2=6])
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
突然変異 mutation(individual)
[1, 0, 0, 1, 0, 1, 1, 1, 1, 1] 7
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
[1, 0, 1, 1, 1, 0, 1, 1, 1, 1] 8
[1, 0, 0, 1, 0, 1, 1, 1, 1, 1] 7
交叉 crossover(population[r1=0], population[r2=3])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
crossover(population[r1=0], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
[1, 0, 1, 1, 1, 0, 1, 1, 1, 1] 8
[1, 0, 0, 1, 0, 1, 1, 1, 1, 1] 7
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 0, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 0, 1, 0, 1, 1, 1, 1, 1] 8
[1, 0, 1, 1, 1, 0, 1, 1, 1, 1] 8
[1, 0, 0, 1, 0, 1, 1, 1, 1, 1] 7
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
----------
15世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
交叉 crossover(population[r1=3], population[r2=1])
crossover(population[r1=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=3], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=5], population[r2=2])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=1], population[r2=2])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=1], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=6], population[r2=3])
crossover(population[r1=6]
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
crossover(population[r1=6], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=1], population[r2=4])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
crossover(population[r1=1], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 0, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
----------
16世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=3], population[r2=0])
crossover(population[r1=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=3], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=4])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=3])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=5], population[r2=5])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=5])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=2], population[r2=0])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 0, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
----------
17世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=2])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=3])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=5], population[r2=6])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=6]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=6])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=6], population[r2=4])
crossover(population[r1=6]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=6], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
交叉 crossover(population[r1=2], population[r2=2])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
----------
18世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=0])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=2])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=3], population[r2=4])
crossover(population[r1=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=3], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
交叉 crossover(population[r1=7], population[r2=0])
crossover(population[r1=7]
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=7], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
突然変異 mutation(individual)
[1, 0, 1, 0, 1, 1, 1, 1, 0, 1] 7
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 0, 1, 0, 1, 1, 1, 1, 0, 1] 7
交叉 crossover(population[r1=2], population[r2=3])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 0, 1, 0, 1, 1, 1, 1, 0, 1] 7
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 1] 9
[1, 0, 1, 0, 1, 1, 1, 1, 0, 1] 7
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
----------
19世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=0], population[r2=1])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=0], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
交叉 crossover(population[r1=2], population[r2=1])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=5], population[r2=1])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
交叉 crossover(population[r1=6], population[r2=6])
crossover(population[r1=6]
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r2=6]
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
crossover(population[r1=6], population[r2=6])
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
突然変異 mutation(individual)
[0, 1, 1, 1, 1, 1, 1, 1, 0, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
[0, 1, 1, 1, 1, 1, 1, 1, 0, 1] 8
交叉 crossover(population[r1=7], population[r2=2])
crossover(population[r1=7]
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=7], population[r2=2])
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 1, 1, 0, 1, 0, 1, 1, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
[0, 1, 1, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 1, 1, 0, 1, 0, 1, 1, 1] 8
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
[0, 1, 1, 1, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
[0, 1, 1, 1, 1, 1, 1, 1, 0, 1] 8
[1, 1, 1, 1, 0, 1, 0, 1, 1, 1] 8
----------
20世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=0], population[r2=3])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=0], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
交叉 crossover(population[r1=5], population[r2=2])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
交叉 crossover(population[r1=1], population[r2=5])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=5]
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
crossover(population[r1=1], population[r2=5])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 0] 9
突然変異 mutation(individual)
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
交叉 crossover(population[r1=2], population[r2=1])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=7], population[r2=2])
crossover(population[r1=7]
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=7], population[r2=2])
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
突然変異 mutation(individual)
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 0, 0] 8
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 1, 1, 0] 8
----------
21世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=0])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=0], population[r2=4])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=0], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=5], population[r2=0])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=2])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
交叉 crossover(population[r1=7], population[r2=7])
crossover(population[r1=7]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=7]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=7], population[r2=7])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
[1, 1, 1, 0, 1, 1, 1, 1, 1, 1] 9
----------
22世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=3])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
交叉 crossover(population[r1=4], population[r2=5])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=5]
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
crossover(population[r1=4], population[r2=5])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=3])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=0])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
交叉 crossover(population[r1=1], population[r2=0])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=1], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 0, 1, 1, 0, 1, 1, 1, 1] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
----------
23世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=4])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
交叉 crossover(population[r1=2], population[r2=1])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=5], population[r2=1])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=1])
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
交叉 crossover(population[r1=6], population[r2=0])
crossover(population[r1=6]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=6], population[r2=0])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=7], population[r2=7])
crossover(population[r1=7]
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
crossover(population[r2=7]
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
crossover(population[r1=7], population[r2=7])
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 0, 1, 1, 0] 8
----------
24世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=1], population[r2=1])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=1], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=4], population[r2=4])
crossover(population[r1=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=4], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=5], population[r2=3])
crossover(population[r1=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=5], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
交叉 crossover(population[r1=0], population[r2=2])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=0], population[r2=2])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=1], population[r2=4])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=4]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=1], population[r2=4])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 0, 1, 1, 0, 1, 1] 8
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 0, 1, 1] 8
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 0, 1, 1, 1, 1] 9
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 0, 1, 1, 0, 1, 1] 8
----------
25世代
選択 selection(population)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=1], population[r2=1])
crossover(population[r1=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=1], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=5])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=5])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=2], population[r2=1])
crossover(population[r1=2]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=1]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=2], population[r2=1])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=6], population[r2=3])
crossover(population[r1=6]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=3]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=6], population[r2=3])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
交叉 crossover(population[r1=0], population[r2=5])
crossover(population[r1=0]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r2=5]
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
crossover(population[r1=0], population[r2=5])
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
突然変異 mutation(individual)
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
暫定結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
最終結果 population
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10
[1, 1, 1, 1, 1, 1, 1, 1, 1, 1] 10