class Service:
def __init__(self, fileName):
self.__repository = Repository(fileName)
network, [parameters, sizePopulation] = self.__repository.getData()
self.__ga = GA(sizePopulation, parameters, network)
self.__ga.initialisation()
self.__ga.evaluation()
self.__network = network
def create_solution(self, generations):
for gen in range(generations):
self.__ga.one_generation_elitism()
best = self.__ga.best_chromosome()
print(
str(gen + 1) + " cu cel mai bun cromozom:\n" +
str(best.representation) + "\nCu fitness: " +
str(best.fitness) + " si " + str(best.communities) +
" comunitati.")
best = self.__ga.best_chromosome()
rez = [
best.fitness, best.communities, best.representation,
self.__network["mat"]
]
return rez
