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