/*
* Copyright 2007-2013
* Licensed under GNU Lesser General Public License
*
* This file is part of EpochX
*
* EpochX 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.
*
* EpochX 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 EpochX. If not, see <http://www.gnu.org/licenses/>.
*
* The latest version is available from: http://www.epochx.org
*/
package org.epochx.selection;
import org.epochx.Config;
import org.epochx.Config.ConfigKey;
import org.epochx.Individual;
import org.epochx.IndividualSelector;
import org.epochx.Population;
/**
* This class represents an {@link IndividualSelector} that selects individuals
* through a tournament performed on a subset of the population. In tournament
* selection, <code>n</code> individuals are randomly selected and the
* individual with the highest fitness is considered the winner of the
* tournament and becomes the selected individual.
*/
public class TournamentSelector implements IndividualSelector {
/**
* The key for setting and retrieving the tournament size.
*/
public static final ConfigKey<Integer> TOURNAMENT_SIZE = new ConfigKey<Integer>();
/**
* The random selector used to select the individuals participating in the
* tournament.
*/
private final RandomSelector randomSelector;
/**
* The tournament size.
*/
private int size;
/**
* Constructs a <code>TournamentSelector</code>.
*/
public TournamentSelector() {
randomSelector = new RandomSelector();
}
@Override
public void setup(Population population) {
randomSelector.setup(population);
size = Config.getInstance().get(TOURNAMENT_SIZE);
}
/**
* Returns the selected individual using a tournament.
*
* @return the selected individual using a tournament.
*/
@Override
public Individual select() {
Individual best = null;
// choose and compare randomly selected programs.
for (int i = 0; i < size; i++) {
Individual individual = randomSelector.select();
if ((best == null) || (individual.compareTo(best) > 0)) {
best = individual;
}
}
return best;
}
}