/**
* Copyright (C) 2001-2017 by RapidMiner and the contributors
*
* Complete list of developers available at our web site:
*
* http://rapidminer.com
*
* This program is free software: you can redistribute it and/or modify it under the terms of the
* GNU Affero 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
* Affero General Public License for more details.
*
* You should have received a copy of the GNU Affero General Public License along with this program.
* If not, see http://www.gnu.org/licenses/.
*/
package com.rapidminer.operator.features.selection;
import com.rapidminer.operator.features.Individual;
import com.rapidminer.operator.features.Population;
import com.rapidminer.operator.features.PopulationOperator;
import java.util.LinkedList;
import java.util.List;
/**
* Creates a new population by a deterministical selection of the best individuals.
*
* @author Ingo Mierswa
*/
public class CutSelection implements PopulationOperator {
private int popSize;
public CutSelection(int popSize) {
this.popSize = popSize;
}
@Override
public boolean performOperation(int generation) {
return true;
}
@Override
public void operate(Population population) {
population.sort();
List<Individual> newGeneration = new LinkedList<Individual>();
int counter = 0;
for (int i = population.getNumberOfIndividuals() - 1; (i >= 0) && (counter < popSize); i--) {
newGeneration.add(population.get(i));
counter++;
}
population.clear();
population.addAllIndividuals(newGeneration);
}
}