[deap-users] Set up a simulation fit

thickness.py

import random

import numpy

from deap import base
from deap import creator
from deap import tools

creator.create("Fitness", base.Fitness, weights=(1.0,))
creator.create("Individual", numpy.ndarray, fitness=creator.Fitness)
toolbox = base.Toolbox()

toolbox.register("attr_lay1_thickness", random.randint, 50, 600)
toolbox.register("attr_lay2_thickness", random.randint, 100, 300)
toolbox.register("attr_lay3_thickness", random.randint, 150, 500)

cycle = (toolbox.attr_lay1_thickness, toolbox.attr_lay2_thickness, toolbox.attr_lay3_thickness)
toolbox.register("individual", tools.initCycle, creator.Individual,  cycle, n=1)
toolbox.register("population", tools.initRepeat, list, toolbox.individual)

MU = 50
pop = toolbox.population(MU)