#pragma once /* * Copyright (C) 2024 Brett Terpstra * * This program 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. * * This program 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 this program. If not, see . */ #ifndef BLT_GP_SELECTION_H #define BLT_GP_SELECTION_H #include #include #include namespace blt::gp { class selection_t { public: /** * @param program gp program to select with, used in randoms * @param pop population to select from * @param stats the populations statistics * @return */ virtual tree_t& select(gp_program& program, population_t& pop, population_stats& stats) = 0; virtual void pre_process(gp_program&, population_t&, population_stats&) {} virtual ~selection_t() = default; }; class select_best_t : public selection_t { public: tree_t& select(gp_program& program, population_t& pop, population_stats& stats) final; }; class select_worst_t : public selection_t { public: tree_t& select(gp_program& program, population_t& pop, population_stats& stats) final; }; class select_random_t : public selection_t { public: tree_t& select(gp_program& program, population_t& pop, population_stats& stats) final; }; class select_tournament_t : public selection_t { public: explicit select_tournament_t(blt::size_t selection_size = 3): selection_size(selection_size) { if (selection_size < 1) BLT_ABORT("Unable to select with this size. Must select at least 1 individual!"); } tree_t& select(gp_program& program, population_t& pop, population_stats& stats) final; private: blt::size_t selection_size; }; class select_fitness_proportionate_t : public selection_t { public: void pre_process(gp_program& program, population_t& pop, population_stats& stats) final; tree_t& select(gp_program& program, population_t& pop, population_stats& stats) final; }; } #endif //BLT_GP_SELECTION_H