1 | using HeuristicLab.Common;
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2 | using HeuristicLab.Core;
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3 | using HeuristicLab.Data;
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4 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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5 | using HeuristicLab.Operators;
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6 | using HeuristicLab.Optimization;
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7 | using HeuristicLab.Parameters;
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8 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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9 | using HeuristicLab.PluginInfrastructure;
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10 | using System;
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11 | using System.IO;
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12 | using System.Threading;
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13 | using System.Xml;
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14 |
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15 | namespace HeuristicLab.Problems.Robocode
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16 | {
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17 | [StorableClass]
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18 | [Item("Robocode Evaluator", "Evaluator for the Robocode GP problem.")]
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19 | public class Evaluator : SingleSuccessorOperator,
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20 | ISingleObjectiveEvaluator
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21 | {
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22 | #region parameter names
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23 | private const string QualityParameterName = "Quality";
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24 | private const string TankProgramParameterName = "TankProgram";
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25 | private const string RobocodePathParamaterName = "Path";
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26 | private const string CoevolutionParameterName = "Coevolution";
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27 |
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28 |
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29 | private static string solutionTemplatePath = "";
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30 | public static string SolutionTemplate
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31 | {
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32 | get { return solutionTemplatePath; }
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33 | set
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34 | {
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35 | solutionTemplatePath = value;
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36 | }
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37 | }
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38 |
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39 | public static SemaphoreSlim semaphore = new SemaphoreSlim(10);
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40 | #endregion
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41 |
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42 |
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43 | #region parameters
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44 | public ILookupParameter<DoubleValue> QualityParameter
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45 | {
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46 | get
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47 | {
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48 | return (ILookupParameter<DoubleValue>)
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49 | Parameters[QualityParameterName];
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50 | }
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51 | }
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52 | public ILookupParameter<ISymbolicExpressionTree> TankProgramParameter
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53 | {
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54 | get
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55 | {
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56 | return (ILookupParameter<ISymbolicExpressionTree>)
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57 | Parameters[TankProgramParameterName];
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58 | }
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59 | }
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60 | public ILookupParameter<StringValue> RobocodePathParameter
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61 | {
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62 | get
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63 | {
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64 | return (ILookupParameter<StringValue>)
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65 | Parameters[RobocodePathParamaterName];
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66 | }
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67 | }
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68 | public ILookupParameter<BoolValue> CoevolutionParameter
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69 | {
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70 | get
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71 | {
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72 | return (ILookupParameter<BoolValue>)
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73 | Parameters[CoevolutionParameterName];
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74 | }
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75 | }
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76 | #endregion
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77 |
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78 |
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79 | [StorableConstructor]
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80 | protected Evaluator(bool deserializing) : base(deserializing) { }
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81 | protected Evaluator(Evaluator original, Cloner cloner)
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82 | : base(original, cloner)
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83 | {
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84 | }
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85 |
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86 | // default constructor for the evaluator
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87 | public Evaluator()
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88 | {
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89 | Parameters.Add(
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90 | new LookupParameter<DoubleValue>(
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91 | QualityParameterName,
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92 | "The solution quality of the Robocode tank program."));
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93 | Parameters.Add(
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94 | new LookupParameter<ISymbolicExpressionTree>(
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95 | TankProgramParameterName,
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96 | "The Robocode tank program to evaluate represented as a " +
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97 | "symbolic expression tree."));
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98 | Parameters.Add(
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99 | new LookupParameter<StringValue>(
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100 | RobocodePathParamaterName,
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101 | "Path of the Robocode installation."));
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102 | Parameters.Add(
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103 | new LookupParameter<BoolValue>(
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104 | CoevolutionParameterName,
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105 | "Use Coevolution"));
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106 |
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107 | SolutionTemplate = "../tank.xml";
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108 | }
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109 |
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110 | // override the apply method to change the behaviour of the operator
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111 | // here we take trees as inputs and calculate qualities
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112 | // (fitness evaluation)
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113 | public override IOperation Apply()
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114 | {
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115 | semaphore.Wait();
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116 |
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117 | ISymbolicExpressionTree tree = TankProgramParameter.ActualValue;
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118 | //XmlDocument doc = new XmlDocument();
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119 | //doc.Load("../tank.xml");
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120 | XmlNode node = null;
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121 | string path = RobocodePathParameter.ActualValue.Value;
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122 |
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123 | if (CoevolutionParameter.ActualValue.Value)
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124 | {
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125 | var trees = ExecutionContext.Parent.Scope.SubScopes;//SymbolicExpressionTreeParameter.ActualValue;
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126 | if (trees.Count == 2)
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127 | {
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128 | trees = trees[0].SubScopes;
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129 | //treeCount = trees[0].SubScopes.Count;
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130 | //int selTreeCount = trees[1].SubScopes.Count;
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131 | }
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132 |
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133 | Random random = new Random();
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134 | ScopeList chosenScopes = new ScopeList(5);
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135 | for (int i = 0; i < 5; i++)
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136 | {
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137 | var newScope = trees.ToArray()[random.Next(0, trees.Count - 1)];
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138 | chosenScopes.Add(newScope);
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139 | }
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140 |
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141 | //if (evaluations % 99 == 0)
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142 | // evaluations = evaluations;
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143 |
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144 | QualityParameter.ActualValue = new DoubleValue(Interpreter.EvaluateTankProgram(tree, chosenScopes, node, path));
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145 | }
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146 | else
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147 | QualityParameter.ActualValue = new DoubleValue(Interpreter.EvaluateTankProgram(tree, node, path));
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148 |
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149 | semaphore.Release();
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150 |
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151 | // important: return base.Apply() to make sure that the
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152 | // next operator is queued for execution
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153 | return base.Apply();
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154 | }
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155 |
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156 | public override IDeepCloneable Clone(Cloner cloner)
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157 | {
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158 | return new Evaluator(this, cloner);
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159 | }
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160 |
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161 | public bool EnabledByDefault
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162 | {
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163 | get { return true; }
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164 | }
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165 | }
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166 | }
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