| 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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| 4 | *
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| 5 | * This file is part of HeuristicLab.
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| 6 | *
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| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
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| 8 | * it under the terms of the GNU General Public License as published by
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| 9 | * the Free Software Foundation, either version 3 of the License, or
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| 10 | * (at your option) any later version.
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| 11 | *
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| 12 | * HeuristicLab is distributed in the hope that it will be useful,
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| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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| 15 | * GNU General Public License for more details.
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| 16 | *
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| 17 | * You should have received a copy of the GNU General Public License
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| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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| 19 | */
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| 20 | #endregion
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| 21 |
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| 22 | using System;
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| 23 | using System.Collections.Generic;
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| 24 | using System.Drawing;
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| 25 | using System.Linq;
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| 26 | using HeuristicLab.Common;
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| 27 | using HeuristicLab.Core;
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| 28 | using HeuristicLab.Data;
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| 29 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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| 30 | using HeuristicLab.Optimization;
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| 31 | using HeuristicLab.Parameters;
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| 32 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 33 | using HeuristicLab.PluginInfrastructure;
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| 34 | using HeuristicLab.Problems.ArtificialAnt.Analyzers;
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| 35 |
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| 36 | namespace HeuristicLab.Problems.ArtificialAnt {
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| 37 | [Item("Artificial Ant Problem", "Represents the Artificial Ant problem.")]
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| 38 | [Creatable("Problems")]
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| 39 | [StorableClass]
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| 40 | public sealed class ArtificialAntProblem : ParameterizedNamedItem, ISingleObjectiveProblem, IStorableContent {
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| 41 | public string Filename { get; set; }
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| 42 |
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| 43 | public override Image ItemImage {
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| 44 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Type; }
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| 45 | }
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| 46 |
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| 47 | #region constant for default world (Santa Fe)
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| 48 | private readonly bool[,] santaFeAntTrail = new bool[,] {
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| 49 | {false, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 50 | {false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 51 | {false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, true, true, false, false, false, false},
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| 52 | {false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, true, false, false},
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| 53 | {false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, true, false, false},
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| 54 | {false, false, false, true, true, true, true, false, true, true, true, true, true, false, false, false, false, false, false, false, false, true, true, false, false, false, false, false, false, false, false, false},
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| 55 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false},
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| 56 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false},
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| 57 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false},
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| 58 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, true, false, false},
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| 59 | {false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false},
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| 60 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 61 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false},
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| 62 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false},
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| 63 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, true, false, false, false, false, false, true, true, true, false, false, false},
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| 64 | {false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, true, false, false, false, false, false, false, false, false},
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| 65 | {false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 66 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 67 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, true, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false},
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| 68 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, true, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false},
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| 69 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 70 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 71 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false},
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| 72 | {false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false},
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| 73 | {false, false, false, true, true, false, false, true, true, true, true, true, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 74 | {false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 75 | {false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 76 | {false, true, false, false, false, false, false, false, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 77 | {false, true, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 78 | {false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false},
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| 79 | {false, false, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false },
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| 80 | {false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false }
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| 81 | };
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| 82 | #endregion
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| 83 |
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| 84 | #region Parameter Properties
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| 85 | public IValueParameter<BoolValue> MaximizationParameter {
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| 86 | get { return (IValueParameter<BoolValue>)Parameters["Maximization"]; }
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| 87 | }
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| 88 | IParameter ISingleObjectiveProblem.MaximizationParameter {
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| 89 | get { return MaximizationParameter; }
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| 90 | }
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| 91 | public IValueParameter<ISymbolicExpressionTreeCreator> SolutionCreatorParameter {
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| 92 | get { return (IValueParameter<ISymbolicExpressionTreeCreator>)Parameters["SolutionCreator"]; }
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| 93 | }
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| 94 | IParameter IProblem.SolutionCreatorParameter {
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| 95 | get { return SolutionCreatorParameter; }
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| 96 | }
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| 97 | public IValueParameter<Evaluator> EvaluatorParameter {
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| 98 | get { return (IValueParameter<Evaluator>)Parameters["Evaluator"]; }
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| 99 | }
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| 100 | IParameter IProblem.EvaluatorParameter {
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| 101 | get { return EvaluatorParameter; }
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| 102 | }
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| 103 | public IValueParameter<ISymbolicExpressionTreeGrammar> ArtificialAntExpressionGrammarParameter {
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| 104 | get { return (IValueParameter<ISymbolicExpressionTreeGrammar>)Parameters["ArtificialAntExpressionGrammar"]; }
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| 105 | }
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| 106 | public IValueParameter<IntValue> MaxExpressionLengthParameter {
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| 107 | get { return (IValueParameter<IntValue>)Parameters["MaxExpressionLength"]; }
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| 108 | }
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| 109 | public IValueParameter<IntValue> MaxExpressionDepthParameter {
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| 110 | get { return (IValueParameter<IntValue>)Parameters["MaxExpressionDepth"]; }
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| 111 | }
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| 112 | public IValueParameter<IntValue> MaxFunctionDefinitionsParameter {
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| 113 | get { return (IValueParameter<IntValue>)Parameters["MaxFunctionDefinitions"]; }
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| 114 | }
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| 115 | public IValueParameter<IntValue> MaxFunctionArgumentsParameter {
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| 116 | get { return (ValueParameter<IntValue>)Parameters["MaxFunctionArguments"]; }
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| 117 | }
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| 118 | public IValueParameter<BoolMatrix> WorldParameter {
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| 119 | get { return (IValueParameter<BoolMatrix>)Parameters["World"]; }
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| 120 | }
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| 121 | public IValueParameter<IntValue> MaxTimeStepsParameter {
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| 122 | get { return (IValueParameter<IntValue>)Parameters["MaxTimeSteps"]; }
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| 123 | }
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| 124 |
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| 125 | public IValueParameter<DoubleValue> BestKnownQualityParameter {
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| 126 | get { return (IValueParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
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| 127 | }
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| 128 | IParameter ISingleObjectiveProblem.BestKnownQualityParameter {
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| 129 | get { return BestKnownQualityParameter; }
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| 130 | }
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| 131 | #endregion
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| 132 |
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| 133 | #region Properties
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| 134 | public BoolMatrix World {
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| 135 | get { return WorldParameter.Value; }
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| 136 | set { WorldParameter.Value = value; }
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| 137 | }
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| 138 | public IntValue MaxTimeSteps {
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| 139 | get { return MaxTimeStepsParameter.Value; }
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| 140 | set { MaxTimeStepsParameter.Value = value; }
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| 141 | }
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| 142 | public IntValue MaxExpressionLength {
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| 143 | get { return MaxExpressionLengthParameter.Value; }
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| 144 | set { MaxExpressionLengthParameter.Value = value; }
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| 145 | }
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| 146 | public IntValue MaxExpressionDepth {
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| 147 | get { return MaxExpressionDepthParameter.Value; }
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| 148 | set { MaxExpressionDepthParameter.Value = value; }
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| 149 | }
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| 150 | public IntValue MaxFunctionDefinitions {
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| 151 | get { return MaxFunctionDefinitionsParameter.Value; }
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| 152 | set { MaxFunctionDefinitionsParameter.Value = value; }
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| 153 | }
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| 154 | public IntValue MaxFunctionArguments {
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| 155 | get { return MaxFunctionArgumentsParameter.Value; }
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| 156 | set { MaxFunctionArgumentsParameter.Value = value; }
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| 157 | }
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| 158 | public ISymbolicExpressionTreeCreator SolutionCreator {
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| 159 | get { return SolutionCreatorParameter.Value; }
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| 160 | set { SolutionCreatorParameter.Value = value; }
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| 161 | }
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| 162 | ISolutionCreator IProblem.SolutionCreator {
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| 163 | get { return SolutionCreatorParameter.Value; }
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| 164 | }
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| 165 | public Evaluator Evaluator {
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| 166 | get { return EvaluatorParameter.Value; }
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| 167 | set { EvaluatorParameter.Value = value; }
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| 168 | }
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| 169 | ISingleObjectiveEvaluator ISingleObjectiveProblem.Evaluator {
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| 170 | get { return EvaluatorParameter.Value; }
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| 171 | }
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| 172 | IEvaluator IProblem.Evaluator {
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| 173 | get { return EvaluatorParameter.Value; }
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| 174 | }
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| 175 | public GlobalSymbolicExpressionGrammar ArtificialAntExpressionGrammar {
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| 176 | get { return (GlobalSymbolicExpressionGrammar)ArtificialAntExpressionGrammarParameter.Value; }
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| 177 | }
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| 178 | public DoubleValue BestKnownQuality {
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| 179 | get { return BestKnownQualityParameter.Value; }
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| 180 | }
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| 181 | public IEnumerable<IOperator> Operators {
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| 182 | get { return operators; }
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| 183 | }
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| 184 |
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| 185 | public IEnumerable<IAntTrailAnalyzer> AntTrailAnalyzers {
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| 186 | get { return operators.OfType<IAntTrailAnalyzer>(); }
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| 187 | }
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| 188 | #endregion
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| 189 |
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| 190 | [Storable]
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| 191 | private List<IOperator> operators;
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| 192 |
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| 193 | [StorableConstructor]
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| 194 | private ArtificialAntProblem(bool deserializing) : base(deserializing) { }
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| 195 | [StorableHook(HookType.AfterDeserialization)]
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| 196 | private void AfterDeserialization() {
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| 197 | AttachEventHandlers();
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| 198 | }
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| 199 |
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| 200 | private ArtificialAntProblem(ArtificialAntProblem original, Cloner cloner)
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| 201 | : base(original, cloner) {
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| 202 | operators = original.operators.Select(x => cloner.Clone(x)).ToList();
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| 203 | AttachEventHandlers();
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| 204 | }
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| 205 | public override IDeepCloneable Clone(Cloner cloner) {
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| 206 | return new ArtificialAntProblem(this, cloner);
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| 207 | }
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| 208 | public ArtificialAntProblem()
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| 209 | : base() {
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| 210 | ProbabilisticTreeCreator creator = new ProbabilisticTreeCreator();
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| 211 | Evaluator evaluator = new Evaluator();
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| 212 | BoolMatrix world = new BoolMatrix(santaFeAntTrail);
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| 213 | ISymbolicExpressionTreeGrammar grammar = new GlobalSymbolicExpressionGrammar(new ArtificialAntExpressionGrammar());
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| 214 | Parameters.Add(new ValueParameter<BoolValue>("Maximization", "Set to true as the Artificial Ant Problem is a maximization problem.", new BoolValue(true)));
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| 215 | Parameters.Add(new ValueParameter<ISymbolicExpressionTreeCreator>("SolutionCreator", "The operator which should be used to create new artificial ant solutions.", creator));
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| 216 | Parameters.Add(new ValueParameter<Evaluator>("Evaluator", "The operator which should be used to evaluate artificial ant solutions.", evaluator));
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| 217 | Parameters.Add(new ValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this artificial ant instance.", new DoubleValue(89)));
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| 218 | Parameters.Add(new ValueParameter<IntValue>("MaxExpressionLength", "Maximal length of the expression to control the artificial ant.", new IntValue(100)));
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| 219 | Parameters.Add(new ValueParameter<IntValue>("MaxExpressionDepth", "Maximal depth of the expression to control the artificial ant.", new IntValue(10)));
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| 220 | Parameters.Add(new ValueParameter<IntValue>("MaxFunctionDefinitions", "Maximal number of automatically defined functions in the expression to control the artificial ant.", new IntValue(3)));
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| 221 | Parameters.Add(new ValueParameter<IntValue>("MaxFunctionArguments", "Maximal number of arguments of automatically defined functions in the expression to control the artificial ant.", new IntValue(3)));
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| 222 | Parameters.Add(new ValueParameter<ISymbolicExpressionTreeGrammar>("ArtificialAntExpressionGrammar", "The grammar that should be used for artificial ant expressions.", grammar));
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| 223 | Parameters.Add(new ValueParameter<BoolMatrix>("World", "The world for the artificial ant with scattered food items.", world));
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| 224 | Parameters.Add(new ValueParameter<IntValue>("MaxTimeSteps", "The number of time steps the artificial ant has available to collect all food items.", new IntValue(600)));
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| 225 |
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| 226 | creator.SymbolicExpressionTreeParameter.ActualName = "AntTrailSolution";
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| 227 | creator.SymbolicExpressionTreeGrammarParameter.ActualName = "ArtificialAntExpressionGrammar";
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| 228 | evaluator.QualityParameter.ActualName = "FoodEaten";
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| 229 | InitializeOperators();
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| 230 | AttachEventHandlers();
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| 231 | }
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| 232 |
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| 233 | #region Events
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| 234 | public event EventHandler SolutionCreatorChanged;
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| 235 | private void OnSolutionCreatorChanged() {
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| 236 | EventHandler handler = SolutionCreatorChanged;
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| 237 | if (handler != null) handler(this, EventArgs.Empty);
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| 238 | }
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| 239 | public event EventHandler EvaluatorChanged;
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| 240 | private void OnEvaluatorChanged() {
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| 241 | EventHandler handler = EvaluatorChanged;
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| 242 | if (handler != null) handler(this, EventArgs.Empty);
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| 243 | }
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| 244 | public event EventHandler OperatorsChanged;
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| 245 | private void OnOperatorsChanged() {
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| 246 | EventHandler handler = OperatorsChanged;
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| 247 | if (handler != null) handler(this, EventArgs.Empty);
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| 248 | }
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| 249 | public event EventHandler Reset;
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| 250 | private void OnReset() {
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| 251 | EventHandler handler = Reset;
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| 252 | if (handler != null) handler(this, EventArgs.Empty);
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| 253 | }
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| 254 |
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| 255 | private void SolutionCreatorParameter_ValueChanged(object sender, EventArgs e) {
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| 256 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName = "AntTrailSolution";
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| 257 | var grammarBased = SolutionCreator as ISymbolicExpressionTreeGrammarBasedOperator;
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| 258 | if (grammarBased != null)
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| 259 | grammarBased.SymbolicExpressionTreeGrammarParameter.ActualName = "ArtificialAntExpressionGrammar";
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| 260 |
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| 261 | SolutionCreator.SymbolicExpressionTreeParameter.ActualNameChanged += new EventHandler(SolutionCreator_SymbolicExpressionTreeParameter_ActualNameChanged);
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| 262 | ParameterizeAnalyzers();
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| 263 | ParameterizeOperators();
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| 264 | OnSolutionCreatorChanged();
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| 265 | }
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| 266 | private void SolutionCreator_SymbolicExpressionTreeParameter_ActualNameChanged(object sender, EventArgs e) {
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| 267 | ParameterizeAnalyzers();
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| 268 | ParameterizeOperators();
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| 269 | }
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| 270 | private void EvaluatorParameter_ValueChanged(object sender, EventArgs e) {
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| 271 | Evaluator.QualityParameter.ActualName = "FoodEaten";
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| 272 | Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
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| 273 | ParameterizeAnalyzers();
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| 274 | ParameterizeOperators();
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| 275 | OnEvaluatorChanged();
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| 276 | }
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| 277 | private void Evaluator_QualityParameter_ActualNameChanged(object sender, EventArgs e) {
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| 278 | ParameterizeAnalyzers();
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| 279 | ParameterizeOperators();
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| 280 | }
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| 281 | #endregion
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| 282 |
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| 283 | #region Helpers
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| 284 | private void AttachEventHandlers() {
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| 285 | SolutionCreatorParameter.ValueChanged += new EventHandler(SolutionCreatorParameter_ValueChanged);
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| 286 | SolutionCreator.SymbolicExpressionTreeParameter.ActualNameChanged += new EventHandler(SolutionCreator_SymbolicExpressionTreeParameter_ActualNameChanged);
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| 287 | EvaluatorParameter.ValueChanged += new EventHandler(EvaluatorParameter_ValueChanged);
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| 288 | Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
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| 289 | MaxFunctionArgumentsParameter.ValueChanged += new EventHandler(MaxFunctionArgumentsParameter_ValueChanged);
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| 290 | MaxFunctionArguments.ValueChanged += new EventHandler(MaxFunctionArgumentsParameter_ValueChanged);
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| 291 | MaxFunctionDefinitionsParameter.ValueChanged += new EventHandler(MaxFunctionDefinitionsParameter_ValueChanged);
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| 292 | MaxFunctionDefinitions.ValueChanged += new EventHandler(MaxFunctionDefinitionsParameter_ValueChanged);
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| 293 | }
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| 294 |
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| 295 | private void MaxFunctionDefinitionsParameter_ValueChanged(object sender, EventArgs e) {
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| 296 | ArtificialAntExpressionGrammar.MaxFunctionDefinitions = MaxFunctionDefinitions.Value;
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| 297 | ParameterizeOperators();
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| 298 | ParameterizeAnalyzers();
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| 299 | }
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| 300 | private void MaxFunctionArgumentsParameter_ValueChanged(object sender, EventArgs e) {
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| 301 | ArtificialAntExpressionGrammar.MaxFunctionArguments = MaxFunctionArguments.Value;
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| 302 | ParameterizeOperators();
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| 303 | ParameterizeAnalyzers();
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| 304 | }
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| 305 |
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| 306 | private void InitializeOperators() {
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| 307 | operators = new List<IOperator>();
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| 308 | operators.AddRange(ApplicationManager.Manager.GetInstances<ISymbolicExpressionTreeOperator>().OfType<IOperator>());
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| 309 | operators.Add(new BestAntTrailAnalyzer());
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| 310 | operators.Add(new MinAverageMaxSymbolicExpressionTreeLengthAnalyzer());
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| 311 | operators.Add(new SymbolicExpressionSymbolFrequencyAnalyzer());
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| 312 | ParameterizeAnalyzers();
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| 313 | ParameterizeOperators();
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| 314 | }
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| 315 |
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| 316 | private void ParameterizeAnalyzers() {
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| 317 | foreach (IAntTrailAnalyzer analyzer in AntTrailAnalyzers) {
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| 318 | analyzer.QualityParameter.ActualName = Evaluator.QualityParameter.ActualName;
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| 319 | analyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 320 | analyzer.WorldParameter.ActualName = WorldParameter.Name;
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| 321 | analyzer.MaxTimeStepsParameter.ActualName = MaxTimeStepsParameter.Name;
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| 322 | }
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| 323 | foreach (ISymbolicExpressionTreeAnalyzer analyzer in Operators.OfType<ISymbolicExpressionTreeAnalyzer>()) {
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| 324 | analyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 325 | }
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| 326 | }
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| 327 |
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| 328 | private void ParameterizeOperators() {
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| 329 | var operators = Parameters.OfType<IValueParameter>().Select(p => p.Value).OfType<IOperator>().Union(Operators);
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| 330 |
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| 331 | foreach (ISymbolicExpressionTreeGrammarBasedOperator op in operators.OfType<ISymbolicExpressionTreeGrammarBasedOperator>()) {
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| 332 | op.SymbolicExpressionTreeGrammarParameter.ActualName = ArtificialAntExpressionGrammarParameter.Name;
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| 333 | }
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| 334 | foreach (ISymbolicExpressionTreeSizeConstraintOperator op in operators.OfType<ISymbolicExpressionTreeSizeConstraintOperator>()) {
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| 335 | op.MaximumSymbolicExpressionTreeDepthParameter.ActualName = MaxExpressionDepthParameter.Name;
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| 336 | op.MaximumSymbolicExpressionTreeLengthParameter.ActualName = MaxExpressionLengthParameter.Name;
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| 337 |
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| 338 | }
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| 339 | foreach (Evaluator op in operators.OfType<Evaluator>()) {
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| 340 | op.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 341 | op.MaxTimeStepsParameter.ActualName = MaxTimeStepsParameter.Name;
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| 342 | op.WorldParameter.ActualName = WorldParameter.Name;
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| 343 | }
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| 344 | foreach (ISymbolicExpressionTreeCrossover op in operators.OfType<ISymbolicExpressionTreeCrossover>()) {
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| 345 | op.ParentsParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 346 | op.ChildParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 347 | }
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| 348 | foreach (ISymbolicExpressionTreeManipulator op in operators.OfType<ISymbolicExpressionTreeManipulator>()) {
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| 349 | op.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
|
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| 350 | }
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| 351 | foreach (ISymbolicExpressionTreeArchitectureAlteringOperator op in operators.OfType<ISymbolicExpressionTreeArchitectureAlteringOperator>()) {
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| 352 | op.MaximumFunctionDefinitionsParameter.ActualName = MaxFunctionDefinitionsParameter.Name;
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| 353 | op.MaximumFunctionArgumentsParameter.ActualName = MaxFunctionArgumentsParameter.Name;
|
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| 354 | }
|
|---|
| 355 | }
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| 356 | #endregion
|
|---|
| 357 | }
|
|---|
| 358 | }
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