Changed example

This commit is contained in:
danielwilczak101
2020-09-27 23:25:16 -04:00
parent 1797d88c0b
commit 472c9c2379
2 changed files with 13 additions and 10 deletions

View File

@ -11,7 +11,7 @@ from initialization.random_initialization import random_initialization
class GA:
def __init__(self):
"""Initialize the GA."""
# Default variables
self.chromosome_impl = None
self.gene_impl = None
@ -21,7 +21,7 @@ class GA:
self.chromosome_length = 3
self.population_size = 5
self.mutation_rate = 0.03
# Defualt EastGA implimentation structure
self.initialization_impl = random_initialization
self.update_fitness = True
@ -38,18 +38,18 @@ class GA:
self.chromosome_length,
self.chromosome_impl,
self.gene_impl)
def fitness_impl(self, chromosome):
"""Returns the fitness of a chromosome"""
pass
def evolve(self):
"""Runs the ga until the ga is no longer active."""
# run one iteration while the ga is active
while self.active():
self.evolve_generation(1)
def active(self):
"""Returns if the ga should terminate or not"""
return self.current_generation < self.generations
@ -58,17 +58,17 @@ class GA:
"""Evolves the ga the specified number of generations.
If update_fitness is set then all fitness values are updated.
Otherwise only fitness values set to None (i.e. uninitialized fitness values) are updated."""
# run the specified number of times
for n in range(number_of_generations):
# for each chromosome in the population
for chromosome in self.population.get_all_chromosomes():
# if the fitness should be updated, update it
if self.update_fitness or chromosome.get_fitness() is None:
chromosome.set_fitness(self.fitness_impl(chromosome))
# apply selection, crossover, and mutation
def make_gene(self,value):

View File

@ -3,9 +3,12 @@ import random
# Create the Genetic algorithm
ga = EasyGA.GA()
ga.chromosome_length = 3
def user_gene_domain(gene_index):
"""Each gene index is assosiated to its index in the chromosome"""
chromosome = [
# Gene instructions set here
random.randrange(1,100),
random.uniform(10,5),
random.choice(["up","down"])