1. A self-learning evolution algorithm was put forward. 为了求解最大独立集问题,通过对求解最大团问题EA/G算法的分析,从初始解选取、种群的构成、遗传策略等方面对EA/G算法进行了改进,提出了自学习进化算法,并在DIMACS基准图上进行了大量的实验。
# self.population = [randomize_network(bounded=False) for i in range(self.population_sz) ] def evaluate(self): """evaluate the models.""" workerids = range(self.nb_workers) workerpool = Scheduler(workerids, self.use_cuda ) self.population, returns = workerpool.start(self.population) sel...