Package org.encog.ml.ea.opp

Examples of org.encog.ml.ea.opp.CompoundOperator


      final CalculateScore calculateScore) {
    final TrainEA result = new TrainEA(population, calculateScore);
    result.setSpeciation(new OriginalNEATSpeciation());

    result.setSelection(new TruncationSelection(result, 0.3));
    final CompoundOperator weightMutation = new CompoundOperator();
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectFixed(1),
            new MutatePerturbLinkWeight(0.02)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectFixed(2),
            new MutatePerturbLinkWeight(0.02)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectFixed(3),
            new MutatePerturbLinkWeight(0.02)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectProportion(0.02),
            new MutatePerturbLinkWeight(0.02)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectFixed(1),
            new MutatePerturbLinkWeight(1)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectFixed(2),
            new MutatePerturbLinkWeight(1)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectFixed(3),
            new MutatePerturbLinkWeight(1)));
    weightMutation.getComponents().add(
        0.1125,
        new NEATMutateWeights(new SelectProportion(0.02),
            new MutatePerturbLinkWeight(1)));
    weightMutation.getComponents().add(
        0.03,
        new NEATMutateWeights(new SelectFixed(1),
            new MutateResetLinkWeight()));
    weightMutation.getComponents().add(
        0.03,
        new NEATMutateWeights(new SelectFixed(2),
            new MutateResetLinkWeight()));
    weightMutation.getComponents().add(
        0.03,
        new NEATMutateWeights(new SelectFixed(3),
            new MutateResetLinkWeight()));
    weightMutation.getComponents().add(
        0.01,
        new NEATMutateWeights(new SelectProportion(0.02),
            new MutateResetLinkWeight()));
    weightMutation.getComponents().finalizeStructure();

    result.setChampMutation(weightMutation);
    result.addOperation(0.5, new NEATCrossover());
    result.addOperation(0.494, weightMutation);
    result.addOperation(0.0005, new NEATMutateAddNode());
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Related Classes of org.encog.ml.ea.opp.CompoundOperator

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