main.py

from typing import List
from evaluation.experiment_procedure import *
from example_parser.string_parser import StringParser
from search.MCTS.mcts import MCTS
from search.a_star.a_star import AStar
from search.abstract_search import SearchAlgorithm
from search.gen_prog.vanilla_GP import VanillaGP
from search.metropolis_hastings.metropolis import MetropolisHasting
from search.vlns.large_neighborhood_search.algorithms.remove_n_insert_n import RemoveNInsertN
from search.batch_run import BatchRun
from search.vlns.large_neighborhood_search.algorithms.remove_n_insert_n import RemoveNInsertN

if __name__ == "__main__":
    searchAlgos : List[Type[SearchAlgorithm]] = [
        [MetropolisHasting, "metro"],
        [Brute, "brute"],
        [MCTS, "mcts"],
        [VanillaGP, "gp"],
        [RemoveNInsertN, "VLNS"],
        [AStar, "Astar"]
    ]


    results = []
    for alg in searchAlgos:
        result = BatchRun(
        # Task domain
        domain="robot",

        # Iterables for files name. Use [] to use all values.
        # This runs all files adhering to format "2-*-[0 -> 10]"
        # Thus, ([], [], []) runs all files for a domain.
        files=([], [], []),

        # Search algorithm to be used
        search_algorithm=alg[0](10),

        # Prints out result when a test case is finished
        print_results=True,

        # Use multi core processing
        multi_core=True,

        # Use file_name= to append to a file whenever a run got terminated
        # Comment out argument to create new file.
        #file_name="VLNS-20211213-162128.txt"
    ).run()

    for res in results:
        print(res[0], res[1])