/**
* 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.tools.math.optimization.ec.es;
import com.rapidminer.operator.performance.PerformanceVector;
/**
* Individuals store information about the value vectors and the fitness.
*
* @author Ingo Mierswa
*/
public class Individual implements Cloneable {
private double[] values;
private PerformanceVector fitness;
private double crowdingDistance;
public Individual(double[] values) {
this.values = values;
}
@Override
public Object clone() {
double[] alphaClone = new double[this.values.length];
System.arraycopy(this.values, 0, alphaClone, 0, this.values.length);
Individual clone = new Individual(alphaClone);
return clone;
}
public void setCrowdingDistance(double cd) {
this.crowdingDistance = cd;
}
public double getCrowdingDistance() {
return crowdingDistance;
}
public double[] getValues() {
return values;
}
public void setValues(double[] values) {
this.values = values;
}
public double[] getFitnessValues() {
double[] fitnessValues = new double[fitness.getSize()];
for (int i = 0; i < fitnessValues.length; i++) {
fitnessValues[i] = fitness.getCriterion(i).getFitness();
}
return fitnessValues;
}
public PerformanceVector getFitness() {
return fitness;
}
public void setFitness(PerformanceVector fitness) {
this.fitness = fitness;
}
@Override
public String toString() {
StringBuffer result = new StringBuffer("values=[");
for (int i = 0; i < values.length; i++) {
if (i != 0) {
result.append(",");
}
result.append(values[i]);
}
result.append(", fitness: [");
double[] fitnessValues = getFitnessValues();
for (double d : fitnessValues) {
result.append(d);
}
result.append("]");
return result.toString();
}
}