from data_logger import DataLogger
from data_reader import *
from genetic_algorithm import *
pop_size = 100
gen = 100
Px = 0.7
Pm = 0.01
Tour = 5
selection = 'tournament'
for i in range(12, 21, 2):
reader = DataReader()
n, flow_matrix, distance_matrix = reader.read_data("data/had%s.dat" %
str(i))
logger = DataLogger('had%s' % str(i))
logger.write_header(pop_size, gen, Px, Pm, Tour, selection)
for j in range(0, 10):
genetic_algorithm = GeneticAlgorithm(n, pop_size, flow_matrix,
distance_matrix, Pm, Px, Tour,
logger, selection)
print('Had%s file best result: %s' % (i, genetic_algorithm.run(gen)))
logger.close()
