.. 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.ACO` class ========================================== .. autoclass:: culebra.trainer.aco.abc.ACO Class methods ------------- .. automethod:: culebra.trainer.aco.abc.ACO.load Properties ---------- .. autoproperty:: culebra.trainer.aco.abc.ACO.checkpoint_activation .. autoproperty:: culebra.trainer.aco.abc.ACO.checkpoint_basename .. autoproperty:: culebra.trainer.aco.abc.ACO.checkpoint_filename .. autoproperty:: culebra.trainer.aco.abc.ACO.checkpoint_freq .. autoproperty:: culebra.trainer.aco.abc.ACO.choice_info .. autoproperty:: culebra.trainer.aco.abc.ACO.col .. autoproperty:: culebra.trainer.aco.abc.ACO.col_size .. autoproperty:: culebra.trainer.aco.abc.ACO.container .. autoproperty:: culebra.trainer.aco.abc.ACO.cooperative_fitness_estimation_func .. autoproperty:: culebra.trainer.aco.abc.ACO.cooperators .. autoproperty:: culebra.trainer.aco.abc.ACO.current_iter .. autoproperty:: culebra.trainer.aco.abc.ACO.custom_termination_func .. autoproperty:: culebra.trainer.aco.abc.ACO.exploitation_prob .. autoproperty:: culebra.trainer.aco.abc.ACO.fitness_func .. autoproperty:: culebra.trainer.aco.abc.ACO.heuristic .. autoproperty:: culebra.trainer.aco.abc.ACO.heuristic_influence .. autoproperty:: culebra.trainer.aco.abc.ACO.heuristic_shapes .. autoproperty:: culebra.trainer.aco.abc.ACO.index .. autoproperty:: culebra.trainer.aco.abc.ACO.initial_pheromone .. autoproperty:: culebra.trainer.aco.abc.ACO.iteration_metric_names .. autoproperty:: culebra.trainer.aco.abc.ACO.iteration_obj_stats .. autoproperty:: culebra.trainer.aco.abc.ACO.logbook .. autoproperty:: culebra.trainer.aco.abc.ACO.max_num_iters .. autoproperty:: culebra.trainer.aco.abc.ACO.num_evals .. autoproperty:: culebra.trainer.aco.abc.ACO.num_iters .. autoproperty:: culebra.trainer.aco.abc.ACO.num_heuristic_matrices .. autoproperty:: culebra.trainer.aco.abc.ACO.num_pheromone_matrices .. autoproperty:: culebra.trainer.aco.abc.ACO.pheromone .. autoproperty:: culebra.trainer.aco.abc.ACO.pheromone_influence .. autoproperty:: culebra.trainer.aco.abc.ACO.pheromone_shapes .. autoproperty:: culebra.trainer.aco.abc.ACO.random_seed .. autoproperty:: culebra.trainer.aco.abc.ACO.receive_representatives_func .. autoproperty:: culebra.trainer.aco.abc.ACO.runtime .. autoproperty:: culebra.trainer.aco.abc.ACO.send_representatives_func .. autoproperty:: culebra.trainer.aco.abc.ACO.solution_cls .. autoproperty:: culebra.trainer.aco.abc.ACO.species .. autoproperty:: culebra.trainer.aco.abc.ACO.state_proxy .. autoproperty:: culebra.trainer.aco.abc.ACO.training_finished .. autoproperty:: culebra.trainer.aco.abc.ACO.verbosity Private properties ------------------ .. autoproperty:: culebra.trainer.aco.abc.ACO._default_checkpoint_activation .. autoproperty:: culebra.trainer.aco.abc.ACO._default_checkpoint_basename .. autoproperty:: culebra.trainer.aco.abc.ACO._default_checkpoint_freq .. autoproperty:: culebra.trainer.aco.abc.ACO._default_col_size .. autoproperty:: culebra.trainer.aco.abc.ACO._default_cooperative_fitness_estimation_func .. autoproperty:: culebra.trainer.aco.abc.ACO._default_exploitation_prob .. autoproperty:: culebra.trainer.aco.abc.ACO._default_heuristic .. autoproperty:: culebra.trainer.aco.abc.ACO._default_heuristic_influence .. autoproperty:: culebra.trainer.aco.abc.ACO._default_index .. autoproperty:: culebra.trainer.aco.abc.ACO._default_max_num_iters .. autoproperty:: culebra.trainer.aco.abc.ACO._default_pheromone_influence .. autoproperty:: culebra.trainer.aco.abc.ACO._default_receive_representatives_func .. autoproperty:: culebra.trainer.aco.abc.ACO._default_send_representatives_func .. autoproperty:: culebra.trainer.aco.abc.ACO._default_verbosity Methods ------- .. automethod:: culebra.trainer.aco.abc.ACO.best_cooperators .. automethod:: culebra.trainer.aco.abc.ACO.best_solutions .. automethod:: culebra.trainer.aco.abc.ACO.dump .. automethod:: culebra.trainer.aco.abc.ACO.evaluate .. automethod:: culebra.trainer.aco.abc.ACO.integrate_representatives .. automethod:: culebra.trainer.aco.abc.ACO.reset .. automethod:: culebra.trainer.aco.abc.ACO.select_representatives .. automethod:: culebra.trainer.aco.abc.ACO.test .. automethod:: culebra.trainer.aco.abc.ACO.train Private methods --------------- .. automethod:: culebra.trainer.aco.abc.ACO._ant_choice_info .. automethod:: culebra.trainer.aco.abc.ACO._calculate_choice_info .. automethod:: culebra.trainer.aco.abc.ACO._default_termination_func .. automethod:: culebra.trainer.aco.abc.ACO._deposit_pheromone .. automethod:: culebra.trainer.aco.abc.ACO._do_iteration .. automethod:: culebra.trainer.aco.abc.ACO._do_training .. automethod:: culebra.trainer.aco.abc.ACO._finish_iteration .. automethod:: culebra.trainer.aco.abc.ACO._finish_training .. automethod:: culebra.trainer.aco.abc.ACO._generate_ant .. automethod:: culebra.trainer.aco.abc.ACO._generate_col .. automethod:: culebra.trainer.aco.abc.ACO._generate_cooperators .. automethod:: culebra.trainer.aco.abc.ACO._get_iteration_metrics .. automethod:: culebra.trainer.aco.abc.ACO._get_objective_stats .. automethod:: culebra.trainer.aco.abc.ACO._get_state .. automethod:: culebra.trainer.aco.abc.ACO._init_internals .. automethod:: culebra.trainer.aco.abc.ACO._init_pheromone .. automethod:: culebra.trainer.aco.abc.ACO._init_state .. automethod:: culebra.trainer.aco.abc.ACO._init_training .. automethod:: culebra.trainer.aco.abc.ACO._load_state .. automethod:: culebra.trainer.aco.abc.ACO._new_state .. automethod:: culebra.trainer.aco.abc.ACO._next_choice .. automethod:: culebra.trainer.aco.abc.ACO._pheromone_amount .. automethod:: culebra.trainer.aco.abc.ACO._reset_internals .. automethod:: culebra.trainer.aco.abc.ACO._reset_state .. automethod:: culebra.trainer.aco.abc.ACO._save_state .. automethod:: culebra.trainer.aco.abc.ACO._set_state .. automethod:: culebra.trainer.aco.abc.ACO._start_iteration .. automethod:: culebra.trainer.aco.abc.ACO._termination_criterion .. automethod:: culebra.trainer.aco.abc.ACO._unfeasible_nodes .. automethod:: culebra.trainer.aco.abc.ACO._update_logbook .. automethod:: culebra.trainer.aco.abc.ACO._update_pheromone