.. This file is part of Culebra is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. Culebra is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with Culebra. If not, see . This work is supported by projects PGC2018-098813-B-C31 and PID2022-137461NB-C31, both funded by the Spanish "Ministerio de Ciencia, Innovación y Universidades" and by the European Regional Development Fund (ERDF). :py:class:`culebra.trainer.aco.abc.PheromoneBasedACO` class =========================================================== .. autoclass:: culebra.trainer.aco.abc.PheromoneBasedACO Class attributes ---------------- .. autoattribute:: culebra.trainer.aco.abc.PheromoneBasedACO.stats_names .. autoattribute:: culebra.trainer.aco.abc.PheromoneBasedACO.objective_stats Class methods ------------- .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.load_pickle Properties ---------- .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.num_pheromone_matrices .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.num_heuristic_matrices .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.solution_cls .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.species .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.fitness_function .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.initial_pheromone .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.heuristic .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.pheromone_influence .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.heuristic_influence .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.pheromone .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.choice_info .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.max_num_iters .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.current_iter .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.custom_termination_func .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.col_size .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.checkpoint_enable .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.checkpoint_freq .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.checkpoint_filename .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.verbose .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.random_seed .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.logbook .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.num_evals .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.runtime .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.index .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.container .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.representatives .. autoproperty:: culebra.trainer.aco.abc.PheromoneBasedACO.col Methods ------- .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.save_pickle .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.reset .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.evaluate .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.best_solutions .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.best_representatives .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.train .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO.test Private methods --------------- .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._get_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._set_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._save_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._load_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._new_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._init_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._reset_state .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._init_internals .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._reset_internals .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._init_search .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._search .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._finish_search .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._start_iteration .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._preprocess_iteration .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._do_iteration .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._postprocess_iteration .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._finish_iteration .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._do_iteration_stats .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._default_termination_func .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._termination_criterion .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._init_representatives .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._calculate_choice_info .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._initial_choice .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._next_choice .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._feasible_neighborhood_probs .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._generate_ant .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._generate_col .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._init_pheromone .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._deposit_pheromone .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._increase_pheromone .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._decrease_pheromone .. automethod:: culebra.trainer.aco.abc.PheromoneBasedACO._update_pheromone