27 lines
1.2 KiB
Python
27 lines
1.2 KiB
Python
# Import the data structure
|
|
from .population_structure.population import population as create_population
|
|
from .chromosome_structure.chromosome import chromosome as create_chromosome
|
|
from .gene_structure.gene import gene as create_gene
|
|
|
|
def random_initialization(population_size, chromosome_length, domain, new_range):
|
|
# Create the population object
|
|
population = create_population()
|
|
# Fill the population with chromosomes
|
|
for i in range(population_size):
|
|
chromosome = create_chromosome()
|
|
#Fill the Chromosome with genes
|
|
for j in range(chromosome_length):
|
|
if domain != None:
|
|
# Each chromosome location is specified with its own function
|
|
chromosome.add_gene(create_gene(domain(j)))
|
|
# Will break if chromosome_length != lists in domain
|
|
elif new_range != None:
|
|
# new_rnage = [range function,lowerbound,upperbound]
|
|
function = new_range[0]
|
|
chromosome.add_gene(create_gene(function(new_range[1],new_range[2])))
|
|
else:
|
|
#Exit because either were not specified
|
|
print("Your domain or range were not specified")
|
|
population.add_chromosome(chromosome)
|
|
return population
|