// 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