[28] | 1 | package cecj.eval; |
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| 2 | |
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| 3 | import ec.EvolutionState; |
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| 4 | import ec.Individual; |
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| 5 | import ec.util.Parameter; |
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| 6 | import games.ec.TDLImprover; |
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| 7 | |
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| 8 | public class TDLImprovingEvaluator extends CoevolutionaryEvaluator { |
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| 9 | |
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| 10 | private static final String P_INNER_EVALUATOR = "inner-evaluator"; |
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| 11 | private static final String P_TDL_IMPROVER = "tdl-improver"; |
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| 12 | |
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| 13 | private CoevolutionaryEvaluator innerEvaluator; |
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| 14 | private TDLImprover temporalDifferenceImprover; |
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| 15 | private boolean firstEvaluation = true; |
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| 16 | |
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| 17 | @Override |
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| 18 | public void setup(EvolutionState state, Parameter base) { |
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| 19 | super.setup(state, base); |
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| 20 | |
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| 21 | Parameter innerEvaluatorParam = base.push(P_INNER_EVALUATOR); |
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| 22 | innerEvaluator = (CoevolutionaryEvaluator) (state.parameters |
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| 23 | .getInstanceForParameter(innerEvaluatorParam, null, CoevolutionaryEvaluator.class)); |
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| 24 | innerEvaluator.setup(state, innerEvaluatorParam); |
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| 25 | |
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| 26 | Parameter tdlImproverParam = base.push(P_TDL_IMPROVER); |
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| 27 | temporalDifferenceImprover = (TDLImprover) (state.parameters |
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| 28 | .getInstanceForParameter(tdlImproverParam, null, TDLImprover.class)); |
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| 29 | temporalDifferenceImprover.setup(state, tdlImproverParam); |
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| 30 | } |
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| 31 | |
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| 32 | @Override |
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| 33 | public void evaluatePopulation(EvolutionState state) { |
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| 34 | if (firstEvaluation) { |
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| 35 | for (int subpop = 0; subpop < numSubpopulations; subpop++) { |
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| 36 | Individual[] inds = state.population.subpops[subpop].individuals; |
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| 37 | for (Individual ind : inds) { |
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| 38 | temporalDifferenceImprover.prepareForImproving(state, ind); |
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| 39 | } |
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| 40 | } |
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| 41 | firstEvaluation = false; |
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| 42 | } |
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| 43 | |
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| 44 | for (int subpop = 0; subpop < numSubpopulations; subpop++) { |
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| 45 | Individual[] inds = state.population.subpops[subpop].individuals; |
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| 46 | for (Individual ind : inds) { |
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| 47 | temporalDifferenceImprover.improve(state, ind); |
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| 48 | } |
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| 49 | } |
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| 50 | |
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| 51 | innerEvaluator.evaluatePopulation(state); |
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| 52 | } |
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| 53 | } |
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