#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_CONFIG_H #define BLT_GP_CONFIG_H #include #include #include #include namespace blt::gp { struct prog_config_t { blt::size_t population_size = 500; blt::size_t max_generations = 50; blt::size_t initial_min_tree_size = 3; blt::size_t initial_max_tree_size = 10; // percent chance that we will do crossover double crossover_chance = 0.8; // percent chance that we will do mutation double mutation_chance = 0.1; // everything else will just be selected blt::size_t elites = 0; bool try_mutation_on_crossover_failure = true; std::reference_wrapper mutator; std::reference_wrapper crossover; std::reference_wrapper pop_initializer; // default config (ramped half-and-half init) or for buildering prog_config_t(); // default config with a user specified initializer prog_config_t(const std::reference_wrapper& popInitializer); // NOLINT prog_config_t(size_t populationSize, const std::reference_wrapper& popInitializer); prog_config_t(size_t populationSize); // NOLINT prog_config_t& set_pop_size(blt::size_t pop) { population_size = pop; return *this; } prog_config_t& set_initial_min_tree_size(blt::size_t size) { initial_min_tree_size = size; return *this; } prog_config_t& set_initial_max_tree_size(blt::size_t size) { initial_max_tree_size = size; return *this; } prog_config_t& set_crossover(crossover_t& ref) { crossover = {ref}; return *this; } prog_config_t& set_mutation(mutation_t& ref) { mutator = {ref}; return *this; } prog_config_t& set_initializer(population_initializer_t& ref) { pop_initializer = ref; return *this; } prog_config_t& set_elite_count(blt::size_t new_elites) { elites = new_elites; return *this; } prog_config_t& set_crossover_chance(double new_crossover_chance) { crossover_chance = new_crossover_chance; return *this; } prog_config_t& set_mutation_chance(double new_mutation_chance) { mutation_chance = new_mutation_chance; return *this; } prog_config_t& set_max_generations(blt::size_t new_max_generations) { max_generations = new_max_generations; return *this; } prog_config_t& set_try_mutation_on_crossover_failure(bool new_try_mutation_on_crossover_failure) { try_mutation_on_crossover_failure = new_try_mutation_on_crossover_failure; return *this; } }; } #endif //BLT_GP_CONFIG_H