// 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