/**
* 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;
/**
* Adds iteratively the next feature according to given attribute name array.
*
* @author Ingo Mierswa ingomierswa Exp $
*/
public class IterativeFeatureAdding implements PopulationOperator {
private int[] indices;
private int counter;
public IterativeFeatureAdding(int[] attributeIndices, int counter) {
this.indices = attributeIndices;
this.counter = counter;
}
/** The default implementation returns true for every generation. */
@Override
public boolean performOperation(int generation) {
return true;
}
@Override
public void operate(Population pop) {
List<Individual> result = new LinkedList<Individual>();
for (int i = 0; i < pop.getNumberOfIndividuals(); i++) {
if (counter < indices.length) {
double[] weights = pop.get(i).getWeightsClone();
weights[indices[counter]] = 1.0d;
result.add(new Individual(weights));
}
}
pop.clear();
pop.addAllIndividuals(result);
counter++;
}
}