/** * 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(); } }