146 lines
5.4 KiB
Java
146 lines
5.4 KiB
Java
package javaeva.server.go.operators.mutation;
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import javaeva.server.go.individuals.AbstractEAIndividual;
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import javaeva.server.go.individuals.InterfaceGAIndividual;
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import javaeva.server.go.populations.Population;
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import javaeva.server.go.problems.InterfaceOptimizationProblem;
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import javaeva.server.go.tools.RandomNumberGenerator;
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import java.util.BitSet;
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/**
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* Created by IntelliJ IDEA.
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* User: streiche
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* Date: 05.08.2004
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* Time: 17:47:03
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* To change this template use File | Settings | File Templates.
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*/
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public class MutateGAInvertBits implements InterfaceMutation, java.io.Serializable {
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private int m_NumberOfMutations = 1;
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private int m_MaxInveredBits = 5;
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public MutateGAInvertBits() {
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}
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public MutateGAInvertBits(MutateGAInvertBits mutator) {
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this.m_NumberOfMutations = mutator.m_NumberOfMutations;
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this.m_MaxInveredBits = mutator.m_MaxInveredBits;
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}
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/** This method will enable you to clone a given mutation operator
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* @return The clone
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*/
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public Object clone() {
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return new MutateGAInvertBits(this);
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}
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/** This method allows you to evaluate wether two mutation operators
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* are actually the same.
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* @param mutator The other mutation operator
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*/
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public boolean equals(Object mutator) {
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if (mutator instanceof MutateGAInvertBits) {
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MutateGAInvertBits mut = (MutateGAInvertBits)mutator;
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if (this.m_NumberOfMutations != mut.m_NumberOfMutations) return false;
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if (this.m_MaxInveredBits != mut.m_MaxInveredBits) return false;
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return true;
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} else return false;
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}
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/** This method allows you to init the mutation operator
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* @param individual The individual that will be mutated.
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* @param opt The optimization problem.
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*/
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public void init(AbstractEAIndividual individual, InterfaceOptimizationProblem opt) {
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}
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/** This method will mutate a given AbstractEAIndividual. If the individual
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* doesn't implement InterfaceGAIndividual nothing happens.
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* @param individual The individual that is to be mutated
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*/
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public void mutate(AbstractEAIndividual individual) {
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//System.out.println("Before Mutate: " +((GAIndividual)individual).getSolutionRepresentationFor());
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if (individual instanceof InterfaceGAIndividual) {
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BitSet tmpBitSet = ((InterfaceGAIndividual)individual).getBGenotype();
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int[][] mutationIndices = new int[this.m_NumberOfMutations][2];
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for (int i = 0; i < mutationIndices.length; i++) {
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mutationIndices[i][0] = RandomNumberGenerator.randomInt(0, ((InterfaceGAIndividual)individual).getGenotypeLength());;
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mutationIndices[i][1] = RandomNumberGenerator.randomInt(0, this.m_MaxInveredBits);;
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}
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// double instances of mutationIndices could be checked here... *sigh*
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for (int i = 0; i < mutationIndices.length; i++) {
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tmpBitSet.flip(mutationIndices[i][0], Math.min(((InterfaceGAIndividual)individual).getGenotypeLength(), mutationIndices[i][0]+ mutationIndices[i][1]));
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if ((mutationIndices[i][0]+ mutationIndices[i][1]) > ((InterfaceGAIndividual)individual).getGenotypeLength()) {
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tmpBitSet.flip(0, (mutationIndices[i][0]+ mutationIndices[i][1])-((InterfaceGAIndividual)individual).getGenotypeLength());
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}
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}
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((InterfaceGAIndividual)individual).SetBGenotype(tmpBitSet);
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}
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//System.out.println("After Mutate: " +((GAIndividual)individual).getSolutionRepresentationFor());
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}
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/** This method allows you to perform either crossover on the strategy parameters
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* or to deal in some other way with the crossover event.
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* @param indy1 The original mother
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* @param partners The original partners
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*/
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public void crossoverOnStrategyParameters(AbstractEAIndividual indy1, Population partners) {
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// nothing to do here
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}
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/** This method allows you to get a string representation of the mutation
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* operator
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* @return A descriptive string.
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*/
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public String getStringRepresentation() {
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return "GA inversion mutation";
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}
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/**********************************************************************************************************************
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* These are for GUI
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*/
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/** This method allows the CommonJavaObjectEditorPanel to read the
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* name to the current object.
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* @return The name.
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*/
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public String getName() {
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return "GA invert n bits mutation";
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}
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/** This method returns a global info string
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* @return description
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*/
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public String globalInfo() {
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return "This mutation operator inverts n succesive bits.";
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}
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/** This method allows you to set the number of mutations that occur in the
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* genotype.
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* @param mutations The number of mutations.
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*/
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public void setNumberOfMutations(int mutations) {
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if (mutations < 0) mutations = 0;
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this.m_NumberOfMutations = mutations;
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}
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public int getNumberOfMutations() {
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return this.m_NumberOfMutations;
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}
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public String numberOfMutationsTipText() {
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return "The number of inversion events.";
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}
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/** This method allows you to set the macimun number if succesively
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* inverted bits
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* @param mutations The number of successively inverted bits.
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*/
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public void setMaxInveredBits(int mutations) {
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if (mutations < 0) mutations = 0;
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this.m_MaxInveredBits = mutations;
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}
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public int getMaxInveredBits() {
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return this.m_MaxInveredBits;
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}
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public String maxInveredBitsTipText() {
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return "The number of successive bits to be inverted.";
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}
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} |