Method run

:param epochs: number of epochs to run for :param survival_rate: 0-1, how many individuals survive the selection :param mutation_rate: 0-1, rate of mutation at each epoch :param force_update_at_every: complete reupdate at specified intervals :param verbosity:

(self, epochs: int,
            survival_rate: float=0.5,
            mutation_rate: float=0.1,
            force_update_at_every: int=0,
            verbosity: int=1,
            history=None)