// CEC2009_UF7.java // // Author: // Antonio J. Nebro <antonio@lcc.uma.es> // Juan J. Durillo <durillo@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.cec2009Competition; 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; /** * Class representing problem CEC2009_UF7 */ public class UF7 extends Problem { /** * Constructor. * Creates a default instance of problem CEC2009_UF7 (30 decision variables) * @param solutionType The solution type must "Real" or "BinaryReal". */ public UF7(String solutionType) throws ClassNotFoundException { this(solutionType, 30); // 30 variables by default } // CEC2009_UF7 /** * Creates a new instance of problem CEC2009_UF7. * @param numberOfVariables Number of variables. * @param solutionType The solution type must "Real" or "BinaryReal". */ public UF7(String solutionType, Integer numberOfVariables) { numberOfVariables_ = numberOfVariables; numberOfObjectives_ = 2; numberOfConstraints_= 0; problemName_ = "CEC2009_UF7"; upperLimit_ = new double[numberOfVariables_]; lowerLimit_ = new double[numberOfVariables_]; lowerLimit_[0] = 0.0 ; upperLimit_[0] = 1.0 ; for (int var = 1; var < numberOfVariables_; var++){ lowerLimit_[var] = -1.0; upperLimit_[var] = 1.0; } //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) ; } } // CEC2009_UF7 /** * Evaluates a solution. * @param solution The solution to evaluate. * @throws JMException */ public void evaluate(Solution solution) throws JMException { Variable[] decisionVariables = solution.getDecisionVariables(); double [] x = new double[numberOfVariables_] ; for (int i = 0; i < numberOfVariables_; i++) x[i] = decisionVariables[i].getValue() ; int count1, count2; double sum1, sum2, yj; sum1 = sum2 = 0.0; count1 = count2 = 0; for (int j = 2 ; j <= numberOfVariables_; j++) { yj = x[j-1] - Math.sin(6.0*Math.PI*x[0]+j*Math.PI/numberOfVariables_); if (j % 2 == 0) { sum2 += yj*yj; count2++; } else { sum1 += yj*yj; count1++; } } yj = Math.pow(x[0],0.2); solution.setObjective(0, yj + 2.0*sum1 / (double)count1); solution.setObjective(1, 1.0 - yj + 2.0*sum2 / (double)count2); } // evaluate } // CEC2009_UF7