.. 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.ACOFS2D` class ========================================== .. autoclass:: culebra.trainer.aco.ACOFS2D Class methods ------------- .. automethod:: culebra.trainer.aco.ACOFS2D.load Properties ---------- .. autoproperty:: culebra.trainer.aco.ACOFS2D.checkpoint_activation .. autoproperty:: culebra.trainer.aco.ACOFS2D.checkpoint_basename .. autoproperty:: culebra.trainer.aco.ACOFS2D.checkpoint_filename .. autoproperty:: culebra.trainer.aco.ACOFS2D.checkpoint_freq .. autoproperty:: culebra.trainer.aco.ACOFS2D.choice_info .. autoproperty:: culebra.trainer.aco.ACOFS2D.col .. autoproperty:: culebra.trainer.aco.ACOFS2D.col_size .. autoproperty:: culebra.trainer.aco.ACOFS2D.container .. autoproperty:: culebra.trainer.aco.ACOFS2D.cooperative_fitness_estimation_func .. autoproperty:: culebra.trainer.aco.ACOFS2D.cooperators .. autoproperty:: culebra.trainer.aco.ACOFS2D.current_iter .. autoproperty:: culebra.trainer.aco.ACOFS2D.custom_termination_func .. autoproperty:: culebra.trainer.aco.ACOFS2D.discard_prob .. autoproperty:: culebra.trainer.aco.ACOFS2D.exploitation_prob .. autoproperty:: culebra.trainer.aco.ACOFS2D.fitness_func .. autoproperty:: culebra.trainer.aco.ACOFS2D.heuristic .. autoproperty:: culebra.trainer.aco.ACOFS2D.heuristic_influence .. autoproperty:: culebra.trainer.aco.ACOFS2D.heuristic_shapes .. autoproperty:: culebra.trainer.aco.ACOFS2D.index .. autoproperty:: culebra.trainer.aco.ACOFS2D.initial_pheromone .. autoproperty:: culebra.trainer.aco.ACOFS2D.iteration_metric_names .. autoproperty:: culebra.trainer.aco.ACOFS2D.iteration_obj_stats .. autoproperty:: culebra.trainer.aco.ACOFS2D.logbook .. autoproperty:: culebra.trainer.aco.ACOFS2D.max_num_iters .. autoproperty:: culebra.trainer.aco.ACOFS2D.max_pheromone .. autoproperty:: culebra.trainer.aco.ACOFS2D.num_evals .. autoproperty:: culebra.trainer.aco.ACOFS2D.num_iters .. autoproperty:: culebra.trainer.aco.ACOFS2D.num_heuristic_matrices .. autoproperty:: culebra.trainer.aco.ACOFS2D.num_pheromone_matrices .. autoproperty:: culebra.trainer.aco.ACOFS2D.pheromone .. autoproperty:: culebra.trainer.aco.ACOFS2D.pheromone_influence .. autoproperty:: culebra.trainer.aco.ACOFS2D.pheromone_shapes .. autoproperty:: culebra.trainer.aco.ACOFS2D.pop_size .. autoproperty:: culebra.trainer.aco.ACOFS2D.random_seed .. autoproperty:: culebra.trainer.aco.ACOFS2D.receive_representatives_func .. autoproperty:: culebra.trainer.aco.ACOFS2D.runtime .. autoproperty:: culebra.trainer.aco.ACOFS2D.send_representatives_func .. autoproperty:: culebra.trainer.aco.ACOFS2D.solution_cls .. autoproperty:: culebra.trainer.aco.ACOFS2D.species .. autoproperty:: culebra.trainer.aco.ACOFS2D.state_proxy .. autoproperty:: culebra.trainer.aco.ACOFS2D.training_finished .. autoproperty:: culebra.trainer.aco.ACOFS2D.verbosity Private properties ------------------ .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_checkpoint_activation .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_checkpoint_basename .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_checkpoint_freq .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_col_size .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_cooperative_fitness_estimation_func .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_discard_prob .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_exploitation_prob .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_heuristic .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_heuristic_influence .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_index .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_initial_pheromone .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_max_num_iters .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_max_pheromone .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_pheromone_influence .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_pop_size .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_receive_representatives_func .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_send_representatives_func .. autoproperty:: culebra.trainer.aco.ACOFS2D._default_verbosity Methods ------- .. automethod:: culebra.trainer.aco.ACOFS2D.best_cooperators .. automethod:: culebra.trainer.aco.ACOFS2D.best_solutions .. automethod:: culebra.trainer.aco.ACOFS2D.dump .. automethod:: culebra.trainer.aco.ACOFS2D.evaluate .. automethod:: culebra.trainer.aco.ACOFS2D.integrate_representatives .. automethod:: culebra.trainer.aco.ACOFS2D.reset .. automethod:: culebra.trainer.aco.ACOFS2D.select_representatives .. automethod:: culebra.trainer.aco.ACOFS2D.test .. automethod:: culebra.trainer.aco.ACOFS2D.train Private methods --------------- .. automethod:: culebra.trainer.aco.ACOFS2D._ant_choice_info .. automethod:: culebra.trainer.aco.ACOFS2D._calculate_choice_info .. automethod:: culebra.trainer.aco.ACOFS2D._default_termination_func .. automethod:: culebra.trainer.aco.ACOFS2D._deposit_pheromone .. automethod:: culebra.trainer.aco.ACOFS2D._do_iteration .. automethod:: culebra.trainer.aco.ACOFS2D._do_training .. automethod:: culebra.trainer.aco.ACOFS2D._finish_iteration .. automethod:: culebra.trainer.aco.ACOFS2D._finish_training .. automethod:: culebra.trainer.aco.ACOFS2D._generate_ant .. automethod:: culebra.trainer.aco.ACOFS2D._generate_col .. automethod:: culebra.trainer.aco.ACOFS2D._generate_cooperators .. automethod:: culebra.trainer.aco.ACOFS2D._get_iteration_metrics .. automethod:: culebra.trainer.aco.ACOFS2D._get_objective_stats .. automethod:: culebra.trainer.aco.ACOFS2D._get_state .. automethod:: culebra.trainer.aco.ACOFS2D._init_internals .. automethod:: culebra.trainer.aco.ACOFS2D._init_pheromone .. automethod:: culebra.trainer.aco.ACOFS2D._init_state .. automethod:: culebra.trainer.aco.ACOFS2D._init_training .. automethod:: culebra.trainer.aco.ACOFS2D._load_state .. automethod:: culebra.trainer.aco.ACOFS2D._new_state .. automethod:: culebra.trainer.aco.ACOFS2D._next_choice .. automethod:: culebra.trainer.aco.ACOFS2D._pheromone_amount .. automethod:: culebra.trainer.aco.ACOFS2D._reset_internals .. automethod:: culebra.trainer.aco.ACOFS2D._reset_state .. automethod:: culebra.trainer.aco.ACOFS2D._save_state .. automethod:: culebra.trainer.aco.ACOFS2D._set_state .. automethod:: culebra.trainer.aco.ACOFS2D._start_iteration .. automethod:: culebra.trainer.aco.ACOFS2D._termination_criterion .. automethod:: culebra.trainer.aco.ACOFS2D._unfeasible_nodes .. automethod:: culebra.trainer.aco.ACOFS2D._update_logbook .. automethod:: culebra.trainer.aco.ACOFS2D._update_pheromone .. automethod:: culebra.trainer.aco.ACOFS2D._update_pop