// Rosenbrock.java // // Author: // Esteban López-Camacho <esteban@lcc.uma.es> // // Copyright (c) 2011 Antonio J. Nebro, Juan J. Durillo // // This program 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. // // 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 Lesser General Public License for more details. // // You should have received a copy of the GNU Lesser General Public License // along with this program. If not, see <http://www.gnu.org/licenses/>. package jmetal.problems.singleObjective; import jmetal.core.Problem; import jmetal.core.Solution; import jmetal.core.Variable; import jmetal.encodings.solutionType.BinaryRealSolutionType; import jmetal.encodings.solutionType.RealSolutionType; import jmetal.util.JMException; public class Rosenbrock extends Problem { /** * Constructor * Creates a default instance of the Rosenbrock problem * @param numberOfVariables Number of variables of the problem * @param solutionType The solution type must "Real" or "BinaryReal". */ public Rosenbrock(String solutionType, Integer numberOfVariables) throws ClassNotFoundException { numberOfVariables_ = numberOfVariables ; numberOfObjectives_ = 1; numberOfConstraints_ = 0; problemName_ = "Rastrigin"; upperLimit_ = new double[numberOfVariables_]; lowerLimit_ = new double[numberOfVariables_]; for (int var = 0; var < numberOfVariables_; var++){ lowerLimit_[var] = -5.12; upperLimit_[var] = 5.12; } // for if (solutionType.compareTo("BinaryReal") == 0) solutionType_ = new BinaryRealSolutionType(this) ; else if (solutionType.compareTo("Real") == 0) solutionType_ = new RealSolutionType(this) ; else { System.out.println("Error: solution type " + solutionType + " invalid") ; System.exit(-1) ; } } // Rosenbrock /** * Evaluates a solution * @param solution The solution to evaluate * @throws jmetal.util.JMException */ public void evaluate(Solution solution) throws JMException { Variable[] decisionVariables = solution.getDecisionVariables(); double sum = 0.0; double [] x = new double[numberOfVariables_]; for (int i = 0; i < numberOfVariables_; i++) { x[i] = decisionVariables[i].getValue() ; } for (int i = 0; i < numberOfVariables_ - 1; i++) { sum += 100.0 * (x[i+1]-x[i]*x[i])*(x[i+1]-x[i]*x[i]) +(x[i]-1)*(x[i]-1) ; } solution.setObjective(0, sum); } // evaluate } // Rosenbrock