def _generate_random_population(self):
self.chromosomes = []
for _ in range(POP_SIZE):
c = Chromosome(self.goal)
c.calculate_fitness(self.graph, self.removed_graph)
self.chromosomes.append(c)
# sort population
self.chromosomes = sorted(self.chromosomes, key=lambda x: x.fitness)
