dummpy ga

run_ga_1b.py

if __name__ == "__main__":
    lineups = []
    generation_size = 20

    # initialize 20 lineups with initial score 50
    for i in range(generation_size):
        lineups.append(Lineup(50))

    # form battle pairs
    pairs = np.random.choice(lineups, size=(int(generation_size/2),2), replace=False)

    # fight
    battles = []
    for pair in pairs:
        battles.append(fight(pair))

    # evaluate
    list(map(evaluate, battles))

    # check linup dictionaries sorted by key score
    lineup_dict_list = list(map((lambda x: x.to_dict()), lineups))
    list(map(print, sorted(lineup_dict_list, key=lambda k: k['score'], reverse=True)))