.. 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.ea.abc.HomogeneousIslandsEA` class ============================================================= .. autoclass:: culebra.trainer.ea.abc.HomogeneousIslandsEA Class attributes ---------------- .. autoattribute:: culebra.trainer.ea.abc.HomogeneousIslandsEA.stats_names .. autoattribute:: culebra.trainer.ea.abc.HomogeneousIslandsEA.objective_stats Class methods ------------- .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.load_pickle Properties ---------- .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.solution_cls .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.species .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.fitness_function .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.subtrainer_cls .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.max_num_iters .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.current_iter .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.custom_termination_func .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.pop_size .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.crossover_func .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.mutation_func .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.selection_func .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.crossover_prob .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.mutation_prob .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.gene_ind_mutation_prob .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.selection_func_params .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.num_subtrainers .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representation_size .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representation_freq .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representation_topology_func .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representation_topology_func_params .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representation_selection_func .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representation_selection_func_params .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.checkpoint_enable .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.checkpoint_freq .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.checkpoint_filename .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.verbose .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.random_seed .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.logbook .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.num_evals .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.runtime .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.index .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.container .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.representatives .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.subtrainer_params .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.subtrainer_checkpoint_filenames .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA.subtrainers Private properties ------------------ .. autoproperty:: culebra.trainer.ea.abc.HomogeneousIslandsEA._subtrainer_suffixes Static methods -------------- .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.receive_representatives .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.send_representatives Methods ------- .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.save_pickle .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.reset .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.evaluate .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.best_solutions .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.best_representatives .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.train .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA.test Private methods --------------- .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._generate_subtrainers .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._get_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._set_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._save_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._load_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._new_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._init_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._reset_state .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._init_internals .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._reset_internals .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._init_search .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._search .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._finish_search .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._start_iteration .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._preprocess_iteration .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._do_iteration .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._postprocess_iteration .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._finish_iteration .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._do_iteration_stats .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._default_termination_func .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._termination_criterion .. automethod:: culebra.trainer.ea.abc.HomogeneousIslandsEA._init_representatives