Package org.encog.ml.prg

Examples of org.encog.ml.prg.PrgCODEC

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    final CalculateScore score = new TrainingSetScore(training);   
    TrainEA train = new TrainEA(pop, score);
    train.getRules().addRewriteRule(new RewriteConstants());
    train.getRules().addRewriteRule(new RewriteAlgebraic());
    train.setCODEC(new PrgCODEC());
    train.addOperation(0.8, new SubtreeCrossover());
    train.addOperation(0.1, new SubtreeMutation(pop.getContext(),4));
    train.addOperation(0.1, new ConstMutation(pop.getContext(),0.5,1.0));
    train.addScoreAdjuster(new ComplexityAdjustedScore());
    train.setSpeciation(new PrgSpeciation());
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    PrgPopulation pop = new PrgPopulation(context,1);
    CalculateScore score = new ZeroEvalScoreFunction();

    TrainEA genetic = new TrainEA(pop, score);
    genetic.setValidationMode(true);
    genetic.setCODEC(new PrgCODEC());
    genetic.addOperation(0.95, new SubtreeCrossover());
    genetic.addOperation(0.05, new SubtreeMutation(context,4));
    genetic.addScoreAdjuster(new ComplexityAdjustedScore());
    genetic.getRules().addRewriteRule(new RewriteConstants());
    genetic.getRules().addRewriteRule(new RewriteAlgebraic());
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Related Classes of org.encog.ml.prg.PrgCODEC

  • org.encog.ml.factory.train.EPLGAFactory
  • org.encog.ml.prg.train.rewrite.TestRewriteAlgebraic
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