package jcgp.backend.modules.mutator; import jcgp.backend.resources.Resources; import jcgp.backend.resources.parameters.BooleanParameter; import jcgp.backend.resources.parameters.DoubleParameter; import jcgp.backend.resources.parameters.IntegerParameter; import jcgp.backend.resources.parameters.Parameter; import jcgp.backend.resources.parameters.ParameterStatus; /** * Percent point mutator *

* This operator calculates how many genes to mutate based on the mutation rate * parameter. The total number of genes is computed from the number of nodes, * the arity and the number of outputs. It then uses the point mutation * algorithm to perform the required number of mutations. * * * @see PointMutator * @author Eduardo Pedroni * */ public class PercentPointMutator extends PointMutator { private DoubleParameter mutationRate; private IntegerParameter genesMutated; private BooleanParameter report; /** * Creates a new instance of PointMutator. * * @param resources a reference to the experiment's resources. */ public PercentPointMutator(final Resources resources) { mutationRate = new DoubleParameter(10, "Percent mutation", false, false) { @Override public void validate(Number newValue) { genesMutated.set((int) ((newValue.intValue()) * (((((double) resources.nodes() + resources.outputs()))) / 100))); if (newValue.doubleValue() <= 0 || newValue.doubleValue() > 100) { status = ParameterStatus.INVALID; status.setDetails("Mutation rate must be > 0 and <= 100"); } else if (genesMutated.get() <= 0) { status = ParameterStatus.WARNING; status.setDetails("With mutation rate " + mutationRate.get() + ", 0 genes will be mutated."); } else { status = ParameterStatus.VALID; } } }; genesMutated = new IntegerParameter(0, "Genes mutated", true, false) { @Override public void validate(Number newValue) { // blank } }; report = new BooleanParameter(false, "Report") { @Override public void validate(Boolean newValue) { // blank } }; } @Override public Parameter[] getLocalParameters() { return new Parameter[] {mutationRate, genesMutated, report}; } @Override public String toString() { return "Percent point mutation"; } }