# exampletree = gp.exampletree() # exampletree.display() # random1 = gp.makerandomtree(2) # random1.display() # print random1.evaluate([7, 1]) # print random1.evaluate([2, 4]) # random2 = gp.makerandomtree(2) # print random2.evaluate([5, 3]) # print random2.evaluate([5, 20]) # hiddenset = gp.buildhiddenest() # print hiddenset # print gp.scorefunction(random2, hiddenset) # print gp.scorefunction(random1, hiddenset) # random2.display() # print "---------------------------" # muttree = gp.mutate(random2, 2) # muttree.display() # print gp.scorefunction(random2, hiddenset) # print gp.scorefunction(muttree, hiddenset) # cross = gp.crossover(random1, random2) # cross.display() # rf = gp.getrankfunction(gp.buildhiddenest()) # gp.evolve(2, 500, rf, mutationrate=0.2, breedinggrate=0.1, pexp=0.7, pnew=0.1) # ---------------------------------------------------------- # p1 = gp.makerandomtree(5) # p2 = gp.makerandomtree(5) # print gp.gridgame([p1, p2]) winner = gp.evolve(5, 100, gp.tournament, maxgen=50) # print winner print gp.gridgame([winner, gp.humanplayer()])
# if money["player2"] < 0: # return 1 # elif money["player1"] < 0: # return 2 # prev_S = board.index(1) # board[prev_S] = 0 # if player1_bid==player2_bid: # board[prev_S + tiebreak] = 1 # tiebreak *= -1 # elif player1_bid > player2_bid: # board[prev_S-1] = 1 # else: # board[prev_S+1] = 1 # moves += 1 # return has_winner(board) # # player1 = Player(-1) # # player2 = Player(1) # # player1 = gp.makerandomtree(4) # # player2 = gp.makerandomtree(4) # # tourney_champ = gp.tournament([player1, player2], bidgame) champ = gp.evolve(10, 50, gp.tournament, maxgen=50, treedepth=10) print "WINNER IS:" print champ
inverse_novelty[s] += 1.
individual.fitness *= 1. / len(history_state)
return individual
pop = gp.BinaryPopulation(pop_params['n_parents'],
pop_params['n_offsprings'],
pop_params['n_breeding'],
pop_params['tournament_size'],
pop_params['mutation_rate'], pop_params['seed'],
genome_params)
def record_history(pop, history):
history.setdefault('fitness', [])
history['fitness'].append(pop.champion.fitness)
history.setdefault('dna', [])
history['dna'].append(pop.champion.genome.dna)
history = gp.evolve(pop,
objective,
pop_params['max_generations'],
pop_params['min_fitness'],
record_history=record_history)
history['params'] = params
fn = f'results-{params["level"]}.pkl'
print(f'saving to {fn}')
with open(fn, 'wb') as f:
pickle.dump(history, f)
def aRoundRobinTournament(): print 'A Round-Robin Tournament 循环赛' reload(gp) winner=gp.evolve(5,100,gp.tournament,maxgen=50)
def alayingAgainstRealPeople(): print 'Playing Against Real People' reload(gp) winner=gp.evolve(5,100,gp.tournament,maxgen=50) gp.gridgame([winner,gp.humanplayer()])
def buildingTheEnvironment(): print 'Building the Environment' reload(gp) rf=gp.getrankfunction(gp.buildhiddenset( )) gp.evolve(2,500,rf,mutationrate=0.2,breedingrate=0.1,pexp=0.7,pnew=0.1)
class Main:
def __init__(self):
print "this is genom program."
if __name__ == "__main__":
main = Main()
'''
rf = gp.getrankfunction(gp.buildhiddenset())
gp.evolve(2, 500, rf, mutationrate = 0.2, breedingrate = 0.1,
elite = 20, pnew = 0.1)
'''
t_winner = gp.evolve(5,
100,
gridwar.tournament,
maxgen=100,
mutationrate=0.1,
breedingrate=0.3,
elite=10,
pnew=0.05)
winner = gridwar.gridgame([t_winner, gridwar.humanplayer()])
if winner == 0:
print 'You lose.'
elif winner == 1:
print 'You win!'
elif winner == 2:
print 'KO! You lose.'
elif winner == 3:
print 'KO! You win!'
else:
print 'Draw'
# if money["player2"] < 0: # return 1 # elif money["player1"] < 0: # return 2 # prev_S = board.index(1) # board[prev_S] = 0 # if player1_bid==player2_bid: # board[prev_S + tiebreak] = 1 # tiebreak *= -1 # elif player1_bid > player2_bid: # board[prev_S-1] = 1 # else: # board[prev_S+1] = 1 # moves += 1 # return has_winner(board) # # player1 = Player(-1) # # player2 = Player(1) # # player1 = gp.makerandomtree(4) # # player2 = gp.makerandomtree(4) # # tourney_champ = gp.tournament([player1, player2], bidgame) champ = gp.evolve(10, 50, gp.tournament, maxgen=50, treedepth=10) print "WINNER IS:" print champ
#! /usr/bin/python2
import gp
import gridwar
class Main:
def __init__(self):
print "this is genom program."
if __name__ == "__main__":
main = Main()
'''
rf = gp.getrankfunction(gp.buildhiddenset())
gp.evolve(2, 500, rf, mutationrate = 0.2, breedingrate = 0.1,
elite = 20, pnew = 0.1)
'''
t_winner = gp.evolve(5, 100, gridwar.tournament, maxgen = 100,
mutationrate = 0.1, breedingrate = 0.3,
elite = 10, pnew = 0.05)
winner = gridwar.gridgame([t_winner, gridwar.humanplayer()])
if winner == 0:
print 'You lose.'
elif winner == 1:
print 'You win!'
elif winner == 2:
print 'KO! You lose.'
elif winner == 3:
print 'KO! You win!'
else:
print 'Draw'
#!/usr/bin/python
# coding: utf-8
"""
Author: YuJun
Email: [email protected]
Date created: 2017/1/13
"""
from gp import example_tree, build_hidden_set, get_rank_func, evolve
from gp import tournament, grid_game, HumanPlayer
# node = example_tree()
# print node.evaluate([1, 3])
#
# rank_fun = get_rank_func(build_hidden_set())
# evolve(2, 500, rank_fun, mutation_rate=0.2, breeding_rate=0.1, prob_exp=0.7, prob_new=0.1)
winner = evolve(5, 100, tournament, 50)
grid_game([winner, HumanPlayer()])
