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