/* * * 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 LILFBTF5_SYSTEM_H #define LILFBTF5_SYSTEM_H #include #include #include #include namespace fb { enum class population_init_t { GROW, FULL, BRETT_GROW, RAMPED_HALF_HALF, RAMPED_TRI_HALF }; class gp_population_t { private: blt::thread_pool& pool; std::vector population; fb::random& engine; type_engine_t& types; std::pair crossover(tree_t& p1, tree_t& p2); tree_t mutate(tree_t& p); public: explicit gp_population_t(blt::thread_pool& pool, type_engine_t& types, fb::random& engine): pool(pool), engine(engine), types(types) {} void init_pop(population_init_t init_type, blt::size_t pop_size, blt::size_t min_depth, blt::size_t max_depth, std::optional starting_type = {}, double terminal_chance = 0.5); void execute(const individual_eval_func_t& individualEvalFunc, const fitness_eval_func_t& fitnessEvalFunc); void breed_new_pop(); }; class gp_system_t { private: public: explicit gp_system_t(type_engine_t& types): types(types) {} private: type_engine_t& types; }; } #endif //LILFBTF5_SYSTEM_H