def init_pop( populationSize, popName= "pop", rangemin = 0 ,rangemax = 11, listSize = 66):
server = Population(popName)
server.initialize()
for individual in range(populationSize):
chrome = [random.randint(rangemin,rangemax) for _ in range(listSize)]
individual = {"id":None,"fitness":{"DefaultContext":0.0 },"chromosome":chrome,"views":0}
server.put_individual(**individual)
def init_pop_crh(populationSize, popName= "pop"):
server = Population(popName)
server.initialize()
for individual in range(populationSize):
chrome = [random.randint(1,19),random.randint(10,30),random.randint(0,1),random.randint(0,1),random.randint(0,1),random.randint(0,1),random.randint(0,5),random.randint(0,1),random.randint(0,1),random.randint(0,1),random.randint(0,4),random.randint(0,1),random.randint(0,1),random.randint(0,2),random.randint(1,3)]
individual = {"id":None,"fitness":{"DefaultContext":0.0 },"chromosome":chrome,"views":0}
print individual
server.put_individual(**individual)
r = redis.StrictRedis(host='localhost', port=6379, db=0)
redis_data = [eval(r.get(ind)) for ind in r.keys("pop:individual:*")]
for ind in redis_data:
#print len(redis_data)
if ind["id"] != "":
individual_node = Nodo()
individual_node.create_nodo(element_type="individual",
id=ind["id"],
chromosome=ind["chromosome"],
views=ind["views"])
def initialize_population(population_name='pop', size=10, template=None):
evospace = Population(population_name)
#Delete population
evospace.initialize()
# Add 100 Individuals
# Chromosome Size determined by template
# GENE TYPE
# 0 number of styles
# 1 title
# 2 image
# 3 option 0
# N option N
# TODO: Generate individual chromosomes from template
for i in range(size):
individual = {
'chromosome': [
randint(0, 2), # number of styles
randint(0, 2), # titles
randint(0, 3), # images
randint(0, 2), # salutation
randint(0, 5), # name
randint(0, 4), # action
],
"fitness": {
"DefaultContext": 0.0
},
"score":
0,
"id":
None
}
evospace.put_individual(**individual)
