def annealing_opt_analysis(user_id):
result_from_coll_filter, movie_had_seen = coll.run_collaborative_filter(user_id)
result_from_cluster, movie_name_arr = clus.run_cluster()
time_start = record_runtime()
name_list_from_annealing, payoff_list_from_annealing = ann.annealing_optimize(
result_from_coll_filter, movie_had_seen,
result_from_cluster, movie_name_arr)
time_end = record_runtime()
time_pass = time_end - time_start
print 'annealing optimize analysis finished.'
return name_list_from_annealing, payoff_list_from_annealing, time_pass
def run(user_id):
result_from_coll_filter, movie_had_seen = coll.run_collaborative_filter(
user_id)
result_from_cluster, movie_name_arr = clus.run_cluster()
time_start = record_runtime()
result_dict, sum_of_game_value = gt.run_game_theory(
result_from_coll_filter, movie_had_seen, result_from_cluster,
movie_name_arr)
time_end = record_runtime()
time_pass = time_end - time_start
return result_dict, sum_of_game_value, time_pass
def genetic_plus_opt_analysis(user_id):
result_from_coll_filter, movie_had_seen = coll.run_collaborative_filter(user_id)
result_from_cluster, movie_name_arr = clus.run_cluster()
time_start = record_runtime()
name_list_from_genetic, payoff_list_from_genetic = gene.genetic_opt_plus(result_from_coll_filter,
movie_had_seen,
result_from_cluster,
movie_name_arr)
time_end = record_runtime()
time_pass = time_end - time_start
print 'genetic_plus optimize analysis finished.'
return name_list_from_genetic, payoff_list_from_genetic, time_pass
def annealing_opt_analysis(user_id):
result_from_coll_filter, movie_had_seen = coll.run_collaborative_filter(
user_id)
result_from_cluster, movie_name_arr = clus.run_cluster()
time_start = record_runtime()
name_list_from_annealing, payoff_list_from_annealing = ann.annealing_optimize(
result_from_coll_filter, movie_had_seen, result_from_cluster,
movie_name_arr)
time_end = record_runtime()
time_pass = time_end - time_start
print 'annealing optimize analysis finished.'
return name_list_from_annealing, payoff_list_from_annealing, time_pass
def genetic_plus_opt_analysis(user_id):
result_from_coll_filter, movie_had_seen = coll.run_collaborative_filter(
user_id)
result_from_cluster, movie_name_arr = clus.run_cluster()
time_start = record_runtime()
name_list_from_genetic, payoff_list_from_genetic = gene.genetic_opt_plus(
result_from_coll_filter, movie_had_seen, result_from_cluster,
movie_name_arr)
time_end = record_runtime()
time_pass = time_end - time_start
print 'genetic_plus optimize analysis finished.'
return name_list_from_genetic, payoff_list_from_genetic, time_pass
