// UniformMutation.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.operators.mutation;
import jmetal.core.Solution;
import jmetal.encodings.solutionType.ArrayRealSolutionType;
import jmetal.encodings.solutionType.RealSolutionType;
import jmetal.util.Configuration;
import jmetal.util.JMException;
import jmetal.util.PseudoRandom;
import jmetal.util.wrapper.XReal;
import java.util.Arrays;
import java.util.HashMap;
import java.util.List;
/**
* This class implements a uniform mutation operator.
*/
public class UniformMutation extends Mutation{
/**
* Valid solution types to apply this operator
*/
private static final List VALID_TYPES = Arrays.asList(RealSolutionType.class,
ArrayRealSolutionType.class) ;
/**
* Stores the value used in a uniform mutation operator
*/
private Double perturbation_;
private Double mutationProbability_ = null;
/**
* Constructor
* Creates a new uniform mutation operator instance
*/
public UniformMutation(HashMap<String, Object> parameters) {
super(parameters) ;
if (parameters.get("probability") != null)
mutationProbability_ = (Double) parameters.get("probability") ;
if (parameters.get("perturbation") != null)
perturbation_ = (Double) parameters.get("perturbation") ;
} // UniformMutation
/**
* Constructor
* Creates a new uniform mutation operator instance
*/
//public UniformMutation(Properties properties) {
// this();
//} // UniformMutation
/**
* Performs the operation
* @param probability Mutation probability
* @param solution The solution to mutate
* @throws JMException
*/
public void doMutation(double probability, Solution solution) throws JMException {
XReal x = new XReal(solution) ;
for (int var = 0; var < solution.getDecisionVariables().length; var++) {
if (PseudoRandom.randDouble() < probability) {
double rand = PseudoRandom.randDouble();
double tmp = (rand - 0.5)*perturbation_.doubleValue();
tmp += x.getValue(var);
if (tmp < x.getLowerBound(var))
tmp = x.getLowerBound(var);
else if (tmp > x.getUpperBound(var))
tmp = x.getUpperBound(var);
x.setValue(var, tmp) ;
} // if
} // for
} // doMutation
/**
* Executes the operation
* @param object An object containing the solution to mutate
* @throws JMException
*/
public Object execute(Object object) throws JMException {
Solution solution = (Solution )object;
if (!VALID_TYPES.contains(solution.getType().getClass())) {
Configuration.logger_.severe("UniformMutation.execute: the solution " +
"is not of the right type. The type should be 'Real', but " +
solution.getType() + " is obtained");
Class cls = java.lang.String.class;
String name = cls.getName();
throw new JMException("Exception in " + name + ".execute()") ;
} // if
doMutation(mutationProbability_,solution);
return solution;
} // execute
} // UniformMutation