Added blank lines and fixed run_testing

This commit is contained in:
SimpleArt
2020-10-12 19:57:57 -04:00
parent 4770473825
commit 3424fd4da7
9 changed files with 86 additions and 18 deletions

View File

@ -1,20 +1,25 @@
import random
# Import all the data structure prebuilt modules
from initialization import Population as create_population
from initialization import Chromosome as create_chromosome
from initialization import Gene as create_gene
# Structure Methods
from fitness_function import Fitness_Examples
from initialization import Initialization_Methods
from termination_point import Termination_Methods
# Population Methods
from survivor_selection import Survivor_Selection
from parent_selection import Parent_Selection
# Manipulation Methods
from mutation import Mutation_Methods
from crossover import Crossover_Methods
class GA:
def __init__(self):
"""Initialize the GA."""
# Initilization variables
@ -44,12 +49,15 @@ class GA:
# Default EasyGA implimentation structure
self.initialization_impl = Initialization_Methods.random_initialization
self.fitness_function_impl = Fitness_Examples.index_dependent_values
# Selects which chromosomes should be automaticly moved to the next population
self.survivor_selection_impl = Survivor_Selection.fill_in_best
# Methods for accomplishing parent-selection -> Crossover -> Mutation
self.parent_selection_impl = Parent_Selection.Tournament.with_replacement
self.crossover_impl = Crossover_Methods.single_point_crossover
self.mutation_impl = Mutation_Methods.per_gene_mutation
# The type of termination to impliment
self.termination_impl = Termination_Methods.generation_based
@ -76,22 +84,26 @@ class GA:
self.current_generation += 1
def evolve(self):
"""Runs the ga until the termination point has been satisfied."""
# While the termination point hasnt been reached keep running
while(self.active()):
self.evolve_generation()
def active(self):
"""Returns if the ga should terminate base on the termination implimented"""
# Send termination_impl the whole ga class
return self.termination_impl(self)
def initialize_population(self):
"""Initialize the population using the initialization
implimentation that is currently set"""
self.population = self.initialization_impl(self)
def set_all_fitness(self,chromosome_set):
"""Will get and set the fitness of each chromosome in the population.
If update_fitness is set then all fitness values are updated.
@ -104,6 +116,7 @@ class GA:
# Set the chromosomes fitness using the fitness function
chromosome.set_fitness(self.fitness_function_impl(chromosome))
def sort_by_best_fitness(self, chromosome_set):
chromosome_set_temp = chromosome_set
@ -120,14 +133,17 @@ class GA:
return chromosome_set
def make_gene(self,value):
"""Let's the user create a gene."""
return create_gene(value)
def make_chromosome(self):
"""Let's the user create a chromosome."""
return create_chromosome()
def make_population(self):
"""Let's the user create a population."""
return create_population()