Python GeneticController Examples

Example #1

def main():
    args = parse_args()
    set_up_logging(args)

    genetic_controller = GeneticController(args)

    genetic_controller.run_simulation()

Example #2

File: chess.py Project: dbarnett/python-genetic-programming

    def __init__(self):
        GeneticController.__init__(self)
    
        # Terminal set
        self.T = []

        # Function set
        self.F = []

        Genome.formal_args = []

Example #3

File: artificial_ant_problem.py Project: dbarnett/python-genetic-programming

    def __init__(self):
        GeneticController.__init__(self)
    
        # Terminal set
        self.T = [left,right,move]

        # Function set
        self.F = []

        Genome.formal_args = [trail]

Example #4

File: cart_centering_problem.py Project: dbarnett/python-genetic-programming

    def __init__(self):
        GeneticController.__init__(self)
        self.lower_raw_fitness_is_better = True
        self.r_max = 201
        self.bins = 40
        self.init_3d_graph()
    
        # Terminal set
        self.T = ['x','v',-1]

        # Function set
        self.F = [add,sub,mul,div,gt,ABS]

        Genome.formal_args = ['x','v']

Example #5

File: symbolic_regression.py Project: dbarnett/python-genetic-programming

    def __init__(self):
        GeneticController.__init__(self)
        self.M = 500
        self.G = 51
        self.r_max = 20
        self.bins = 20
        self.init_3d_graph()

        # Terminal set
        self.T = ['x']

        # Function set
        self.F = [add,sub,mul,div,sin,cos,exp,rlog]

        Genome.formal_args = ['x']

Example #6

File: multiplexer_solver.py Project: dbarnett/python-genetic-programming

    def __init__(self):
        GeneticController.__init__(self)
        """
            M = 4000,
            G = 51,
            r_max = 2**11,
            bins = 200,
            D_i = 6
        )"""
        self.M = 100
        self.G = 15
        self.r_max = 2**11
        self.bins = 200
        self.init_3d_graph()
    
        # Terminal set
        self.T = ['a0','a1','a2','d0','d1','d2','d3','d4','d5','d6','d7']

        # Function set
        self.F = [AND,OR,NOT,IF]

        Genome.formal_args = ['a0','a1','a2','d0','d1','d2','d3','d4','d5','d6','d7']

        self.fitness_cases = list(itertools.product('01', repeat=11))