.. 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). :class:`culebra.trainer.aco.abc.ACOTSP` class ============================================= .. autoclass:: culebra.trainer.aco.abc.ACOTSP Class attributes ---------------- .. autoattribute:: culebra.trainer.aco.abc.ACOTSP.objective_stats .. autoattribute:: culebra.trainer.aco.abc.ACOTSP.stats_names Class methods ------------- .. automethod:: culebra.trainer.aco.abc.ACOTSP.load Properties ---------- .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.checkpoint_activation .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.checkpoint_filename .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.checkpoint_freq .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.choice_info .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.col .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.col_size .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.container .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.current_iter .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.custom_termination_func .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.exploitation_prob .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.fitness_function .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.heuristic .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.heuristic_influence .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.heuristic_shapes .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.index .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.initial_pheromone .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.logbook .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.max_num_iters .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.num_evals .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.num_heuristic_matrices .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.num_pheromone_matrices .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.pheromone .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.pheromone_influence .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.pheromone_shapes .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.random_seed .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.representatives .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.runtime .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.solution_cls .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.species .. autoproperty:: culebra.trainer.aco.abc.ACOTSP.verbosity Private properties ------------------ .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_checkpoint_activation .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_checkpoint_filename .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_checkpoint_freq .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_col_size .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_exploitation_prob .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_heuristic .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_heuristic_influence .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_index .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_max_num_iters .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_pheromone_influence .. autoproperty:: culebra.trainer.aco.abc.ACOTSP._default_verbosity Methods ------- .. automethod:: culebra.trainer.aco.abc.ACOTSP.best_representatives .. automethod:: culebra.trainer.aco.abc.ACOTSP.best_solutions .. automethod:: culebra.trainer.aco.abc.ACOTSP.dump .. automethod:: culebra.trainer.aco.abc.ACOTSP.evaluate .. automethod:: culebra.trainer.aco.abc.ACOTSP.reset .. automethod:: culebra.trainer.aco.abc.ACOTSP.test .. automethod:: culebra.trainer.aco.abc.ACOTSP.train Private methods --------------- .. automethod:: culebra.trainer.aco.abc.ACOTSP._ant_choice_info .. automethod:: culebra.trainer.aco.abc.ACOTSP._calculate_choice_info .. automethod:: culebra.trainer.aco.abc.ACOTSP._default_termination_func .. automethod:: culebra.trainer.aco.abc.ACOTSP._deposit_pheromone .. automethod:: culebra.trainer.aco.abc.ACOTSP._do_iteration .. automethod:: culebra.trainer.aco.abc.ACOTSP._do_iteration_stats .. automethod:: culebra.trainer.aco.abc.ACOTSP._finish_iteration .. automethod:: culebra.trainer.aco.abc.ACOTSP._finish_search .. automethod:: culebra.trainer.aco.abc.ACOTSP._generate_ant .. automethod:: culebra.trainer.aco.abc.ACOTSP._generate_col .. automethod:: culebra.trainer.aco.abc.ACOTSP._get_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._init_internals .. automethod:: culebra.trainer.aco.abc.ACOTSP._init_pheromone .. automethod:: culebra.trainer.aco.abc.ACOTSP._init_representatives .. automethod:: culebra.trainer.aco.abc.ACOTSP._init_search .. automethod:: culebra.trainer.aco.abc.ACOTSP._init_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._load_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._new_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._next_choice .. automethod:: culebra.trainer.aco.abc.ACOTSP._pheromone_amount .. automethod:: culebra.trainer.aco.abc.ACOTSP._postprocess_iteration .. automethod:: culebra.trainer.aco.abc.ACOTSP._preprocess_iteration .. automethod:: culebra.trainer.aco.abc.ACOTSP._reset_internals .. automethod:: culebra.trainer.aco.abc.ACOTSP._reset_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._save_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._search .. automethod:: culebra.trainer.aco.abc.ACOTSP._set_cooperative_fitness .. automethod:: culebra.trainer.aco.abc.ACOTSP._set_state .. automethod:: culebra.trainer.aco.abc.ACOTSP._start_iteration .. automethod:: culebra.trainer.aco.abc.ACOTSP._termination_criterion .. automethod:: culebra.trainer.aco.abc.ACOTSP._update_pheromone