/* This file is part of solidity. solidity 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. solidity 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 solidity. If not, see . */ #include #include #include #include using namespace std; using namespace solidity::phaser; Population RandomAlgorithm::runNextRound(Population _population) { RangeSelection elite(0.0, m_options.elitePoolSize); Population elitePopulation = _population.select(elite); size_t replacementCount = _population.individuals().size() - elitePopulation.individuals().size(); return move(elitePopulation) + Population::makeRandom( _population.fitnessMetric(), replacementCount, m_options.minChromosomeLength, m_options.maxChromosomeLength ); } Population GenerationalElitistWithExclusivePools::runNextRound(Population _population) { double elitePoolSize = 1.0 - (m_options.mutationPoolSize + m_options.crossoverPoolSize); RangeSelection elitePool(0.0, elitePoolSize); RandomSelection mutationPoolFromElite(m_options.mutationPoolSize / elitePoolSize); RandomPairSelection crossoverPoolFromElite(m_options.crossoverPoolSize / elitePoolSize); std::function mutationOperator = alternativeMutations( m_options.randomisationChance, geneRandomisation(m_options.percentGenesToRandomise), alternativeMutations( m_options.deletionVsAdditionChance, geneDeletion(m_options.percentGenesToAddOrDelete), geneAddition(m_options.percentGenesToAddOrDelete) ) ); std::function crossoverOperator = randomPointCrossover(); return _population.select(elitePool) + _population.select(elitePool).mutate(mutationPoolFromElite, mutationOperator) + _population.select(elitePool).crossover(crossoverPoolFromElite, crossoverOperator); }