using Plots
POPULATION = 20
GENETIC_LONG = 5
MAX_GENETIC_VALUE_LONG = 100
best_individual = 0
function roulette(individual_fitness_value, choised_roulette, elite)
#ルー+レット選択法: 適合度に比例した割合で個体を選択する方法.
# エリート選択で選ばれたものは除外
individual_fitness_value[elite] = 0
sum_fitness_value = 0
# 適合度を合計する計算
for i in 1:POPULATION
sum_fitness_value += individual_fitness_value[i]
end
# 確率の計算
for i in 1:POPULATION
# 確率=適合度 / 適合の合計 * 100
probability[i] = (individual_fitness_value[i] / sum_fitness_value) * 100
end
for i in 1:POPULATION
if probability[i] <= rand(1:MAX_GENETIC_VALUE_LONG)
choised_roulette[1] = i
break
end
end
for i in 1:POPULATION
if probability[i] <= rand(1:MAX_GENETIC_VALUE_LONG) && i != choised_roulette[1]
choised_roulette[1] = i
break
end
end
end
roulette (generic function with 1 method)
#println("Generation = ")
generation_num = 100
current_generation = zeros(POPULATION, GENETIC_LONG)
individual_fitness_value = zeros(POPULATION)
probability_mutation = zeros(POPULATION)
choised_roulette = zeros(POPULATION)
elite = 1
next_generation = zeros(POPULATION, GENETIC_LONG)
probability = zeros(POPULATION)
20-element Array{Float64,1}: 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0
println("") # 改行
for i in 1:POPULATION
print("POPULATION_$(i) = ")
for j in 1:GENETIC_LONG
ran_num = rand(1:MAX_GENETIC_VALUE_LONG)
current_generation[i,j]= ran_num
print(current_generation[i,j],", ")
end
println("")
end
println("")
POPULATION_1 = 51.0, 7.0, 37.0, 69.0, 35.0, POPULATION_2 = 98.0, 97.0, 73.0, 92.0, 48.0, POPULATION_3 = 41.0, 56.0, 59.0, 61.0, 80.0, POPULATION_4 = 70.0, 74.0, 95.0, 52.0, 63.0, POPULATION_5 = 86.0, 66.0, 28.0, 1.0, 33.0, POPULATION_6 = 34.0, 28.0, 12.0, 99.0, 50.0, POPULATION_7 = 44.0, 89.0, 54.0, 74.0, 42.0, POPULATION_8 = 35.0, 75.0, 48.0, 90.0, 48.0, POPULATION_9 = 53.0, 99.0, 2.0, 23.0, 76.0, POPULATION_10 = 38.0, 63.0, 67.0, 38.0, 20.0, POPULATION_11 = 36.0, 99.0, 47.0, 32.0, 54.0, POPULATION_12 = 55.0, 52.0, 6.0, 30.0, 54.0, POPULATION_13 = 87.0, 89.0, 73.0, 86.0, 59.0, POPULATION_14 = 89.0, 11.0, 62.0, 89.0, 52.0, POPULATION_15 = 85.0, 72.0, 35.0, 73.0, 27.0, POPULATION_16 = 36.0, 35.0, 61.0, 38.0, 25.0, POPULATION_17 = 92.0, 75.0, 61.0, 83.0, 99.0, POPULATION_18 = 89.0, 65.0, 43.0, 56.0, 37.0, POPULATION_19 = 85.0, 29.0, 87.0, 96.0, 81.0, POPULATION_20 = 45.0, 49.0, 69.0, 73.0, 11.0,
for h in 1:generation_num
for i in 1:POPULATION
individual_list = []
for j in 1:GENETIC_LONG
# 適合度 = 世代の値の合計
individual_fitness_value[i] = individual_fitness_value[i] + current_generation[i,j]
push!(individual_list, current_generation[i,j])
# print("現在の世代の値= " + str(current_generation[i,j]))
end
# エリート選択法
#best_individual = best_individual + maximum(individual_list)
end
# print("エリート選択法" + str(best_individual))
for i in 1:POPULATION
println("fitness:",individual_fitness_value[i] ,"best:",best_individual)
if individual_fitness_value[i] > best_individual
best_individual = individual_fitness_value[i]
elite = i # 最優秀の個体の番号を得る
# print("elite= " + str(elite))
end
end
for j in 1:GENETIC_LONG
# 最優秀の個体は次世代にそのままコピー
next_generation[1,j] = current_generation[elite,j]
end
println("Generation = $h elite = ")
for j in 1:GENETIC_LONG
println(current_generation[elite, j])
end
for i in 1:POPULATION
probability_mutation[1] = rand(1:GENETIC_LONG)
if probability_mutation[1] == 0.2 # 0.5%の確率で突然範囲
roulette(individual_fitness_value, choised_roulette, elite) # ルーレット選択法
current_generation[Int(choised_roulette[1])][rand(1:GENETIC_LONG -1)] = rand(1:GENETIC_LONG)
# 適当な遺伝子の値が適当に書き換わる
for j in 1:GENETIC_LONG
next_generation[i,j] = current_generation[i,j]
end
else # 99%の確率で2点交叉
roulette(individual_fitness_value, choised_roulette ,elite)
start_cross = rand(1:GENETIC_LONG)
end_cross = rand(1:GENETIC_LONG)
while start_cross >= end_cross
for j in 1:GENETIC_LONG
next_generation[i,j] = current_generation[Int(choised_roulette[1]),j]
end
j = start_cross
for j in (1:end_cross)
next_generation[i,j] = current_generation[Int(choised_roulette[1]),j]
end
start_cross = rand(1:GENETIC_LONG)
end_cross = rand(1:GENETIC_LONG)
end
end
end
for i in 1:POPULATION
for j in 1:GENETIC_LONG
current_generation[i,j] = next_generation[i,j]
end
end
best_individual = 0
individual_fitness_value = [1 for i in 1:POPULATION]
end
fitness:199.0best:0 fitness:408.0best:199.0 fitness:297.0best:408.0 fitness:354.0best:408.0 fitness:214.0best:408.0 fitness:223.0best:408.0 fitness:303.0best:408.0 fitness:296.0best:408.0 fitness:253.0best:408.0 fitness:226.0best:408.0 fitness:268.0best:408.0 fitness:197.0best:408.0 fitness:394.0best:408.0 fitness:303.0best:408.0 fitness:292.0best:408.0 fitness:195.0best:408.0 fitness:410.0best:408.0 fitness:290.0best:410.0 fitness:378.0best:410.0 fitness:247.0best:410.0 Generation = 1 elite = 92.0 75.0 61.0 83.0 99.0 fitness:411best:0 fitness:1best:411 fitness:409best:411 fitness:1best:411 fitness:409best:411 fitness:409best:411 fitness:409best:411 fitness:409best:411 fitness:409best:411 fitness:1best:411 fitness:1best:411 fitness:298best:411 fitness:409best:411 fitness:409best:411 fitness:298best:411 fitness:1best:411 fitness:409best:411 fitness:200best:411 fitness:409best:411 fitness:409best:411 Generation = 2 elite = 92.0 75.0 61.0 83.0 99.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:409best:1 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:298best:409 fitness:1best:409 fitness:409best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:409best:409 fitness:409best:409 Generation = 3 elite = 98.0 97.0 73.0 92.0 48.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:409best:1 fitness:409best:409 Generation = 4 elite = 98.0 97.0 73.0 92.0 48.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:409best:1 Generation = 5 elite = 98.0 97.0 73.0 92.0 48.0 fitness:409best:0 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:1best:409 fitness:409best:409 Generation = 6 elite = 98.0 97.0 73.0 92.0 48.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 7 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 8 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 9 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 10 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 11 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 12 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 13 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 14 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 15 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 16 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 17 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 18 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 19 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 20 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 21 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 22 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 23 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 24 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 25 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 26 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 27 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 28 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 29 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 30 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 31 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 32 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 33 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 34 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 35 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 36 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 37 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 38 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 39 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 fitness:1best:1 Generation = 40 elite = 0.0 0.0 0.0 0.0 0.0 fitness:1best:0 fitness:1best:1 fitness:1best:1 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