.. 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.SingleObjPACO` class ======================================================= .. autoclass:: culebra.trainer.aco.abc.SingleObjPACO Class attributes ---------------- .. autoattribute:: culebra.trainer.aco.abc.SingleObjPACO.stats_names .. autoattribute:: culebra.trainer.aco.abc.SingleObjPACO.objective_stats Class methods ------------- .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.load_pickle Properties ---------- .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.num_pheromone_matrices .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.num_heuristic_matrices .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.solution_cls .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.species .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.fitness_function .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.initial_pheromone .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.max_pheromone .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.heuristic .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.pheromone_influence .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.heuristic_influence .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.pheromone .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.choice_info .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.max_num_iters .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.current_iter .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.custom_termination_func .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.col_size .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.pop_size .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.checkpoint_enable .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.checkpoint_freq .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.checkpoint_filename .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.verbose .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.random_seed .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.logbook .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.num_evals .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.runtime .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.index .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.container .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.representatives .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.col .. autoproperty:: culebra.trainer.aco.abc.SingleObjPACO.pop Methods ------- .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.save_pickle .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.reset .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.evaluate .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.best_solutions .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.best_representatives .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.train .. automethod:: culebra.trainer.aco.abc.SingleObjPACO.test Private methods --------------- .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._get_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._set_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._save_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._load_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._new_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._init_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._reset_state .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._init_internals .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._reset_internals .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._init_search .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._search .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._finish_search .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._start_iteration .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._preprocess_iteration .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._do_iteration .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._postprocess_iteration .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._finish_iteration .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._do_iteration_stats .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._default_termination_func .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._termination_criterion .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._init_representatives .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._calculate_choice_info .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._initial_choice .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._next_choice .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._feasible_neighborhood_probs .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._generate_ant .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._generate_col .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._init_pheromone .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._deposit_pheromone .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._increase_pheromone .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._decrease_pheromone .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._update_pheromone .. automethod:: culebra.trainer.aco.abc.SingleObjPACO._update_pop