// DifferentialEvolutionSelection.java // // Author: // Antonio J. Nebro <antonio@lcc.uma.es> // Juan J. Durillo <durillo@lcc.uma.es> // // Copyright (c) 2011 Antonio J. Nebro, Juan J. Durillo // // This program is free software: you can redistribute it and/or modify // it under the terms of the GNU Lesser 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 Lesser General Public License for more details. // // You should have received a copy of the GNU Lesser General Public License // along with this program. If not, see <http://www.gnu.org/licenses/>. package jmetal.operators.selection; import jmetal.core.Solution; import jmetal.core.SolutionSet; import jmetal.util.JMException; import jmetal.util.PseudoRandom; import java.util.HashMap; /** * Class implementing the selection operator used in DE: three different solutions * are returned from a population. */ public class DifferentialEvolutionSelection extends Selection { /** * Constructor */ DifferentialEvolutionSelection(HashMap<String, Object> parameters) { super(parameters) ; } // Constructor /** * Executes the operation * @param object An object containing the population and the position (index) * of the current individual * @return An object containing the three selected parents */ public Object execute(Object object) throws JMException { Object[] parameters = (Object[])object ; SolutionSet population = (SolutionSet)parameters[0]; int index = (Integer)parameters[1] ; Solution[] parents = new Solution[3] ; int r1, r2, r3 ; if (population.size() < 4) throw new JMException("DifferentialEvolutionSelection: the population has less than four solutions") ; do { r1 = (int)(PseudoRandom.randInt(0,population.size()-1)); } while( r1==index ); do { r2 = (int)(PseudoRandom.randInt(0,population.size()-1)); } while( r2==index || r2==r1); do { r3 = (int)(PseudoRandom.randInt(0,population.size()-1)); } while( r3==index || r3==r1 || r3==r2 ); parents[0] = population.get(r1) ; parents[1] = population.get(r2) ; parents[2] = population.get(r3) ; return parents ; } // execute } // DifferentialEvolutionSelection