[9879] | 1 | #region License Information
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| 2 | /* HeuristicLab
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| 3 | * Copyright (C) 2002-2013 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.Linq;
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| 23 | using HeuristicLab.Common;
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| 24 | using HeuristicLab.Core;
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| 25 | using HeuristicLab.Data;
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| 26 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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| 27 | using HeuristicLab.Optimization;
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| 28 | using HeuristicLab.Parameters;
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| 29 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 30 | using HeuristicLab.PluginInfrastructure;
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| 31 |
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| 32 | namespace HeuristicLab.Problems.Robocode {
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| 33 | [StorableClass]
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| 34 | [Creatable("Problems")]
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| 35 | [Item("Robocode Problem",
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| 36 | "The Robocode problem for genetic programming.")]
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| 37 | public class RobocodeProblem : SingleObjectiveHeuristicOptimizationProblem<RobocodeEvaluator,
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| 38 | ISymbolicExpressionTreeCreator> {
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[9962] | 39 | #region Parameter Names
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[9879] | 40 | private const string TankProgramParameterName = "TankProgram";
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| 41 | private const string MaxTankProgramLengthParameterName = "MaxProgramLength";
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| 42 | private const string MaxTankProgramDepthParameterName = "MaxProgramDepth";
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| 43 | private const string TankGrammarParameterName = "Grammar";
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[9926] | 44 | private const string RobocodePathParamaterName = "RobocodePath";
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| 45 | private const string NrOfRoundsParameterName = "NrOfRounds";
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[9947] | 46 | private const string EnemiesParameterName = "Enemies";
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[9879] | 47 | #endregion
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| 48 |
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| 49 | #region Parameters
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| 50 | public IFixedValueParameter<IntValue> MaxTankProgramLengthParameter {
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[9880] | 51 | get { return (IFixedValueParameter<IntValue>)Parameters[MaxTankProgramLengthParameterName]; }
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[9879] | 52 | }
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| 53 | public IFixedValueParameter<IntValue> MaxTankProgramDepthParameter {
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[9880] | 54 | get { return (IFixedValueParameter<IntValue>)Parameters[MaxTankProgramDepthParameterName]; }
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[9879] | 55 | }
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| 56 | public IValueParameter<Grammar> GrammarParameter {
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[9880] | 57 | get { return (IValueParameter<Grammar>)Parameters[TankGrammarParameterName]; }
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[9879] | 58 | }
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[9892] | 59 | public IFixedValueParameter<DirectoryValue> RobocodePathParameter {
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| 60 | get { return (IFixedValueParameter<DirectoryValue>)Parameters[RobocodePathParamaterName]; }
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[9879] | 61 | }
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[9926] | 62 | public IFixedValueParameter<IntValue> NrOfRoundsParameter {
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| 63 | get { return (IFixedValueParameter<IntValue>)Parameters[NrOfRoundsParameterName]; }
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| 64 | }
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[9971] | 65 | public IValueParameter<EnemyCollection> EnemiesParameter {
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| 66 | get { return (IValueParameter<EnemyCollection>)Parameters[EnemiesParameterName]; }
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[9947] | 67 | }
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[9879] | 68 | #endregion
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| 69 |
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| 70 | [StorableConstructor]
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[9985] | 71 | protected RobocodeProblem(bool deserializing) : base(deserializing) { }
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[9879] | 72 | protected RobocodeProblem(RobocodeProblem original, Cloner cloner)
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| 73 | : base(original, cloner) {
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[9985] | 74 | RegisterEventHandlers();
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[9879] | 75 | }
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| 76 |
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| 77 | public RobocodeProblem()
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[10014] | 78 | : base(new RobocodeEvaluator(), new ProbabilisticTreeCreator()) {
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[9892] | 79 | DirectoryValue robocodeDir = new DirectoryValue();
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| 80 | robocodeDir.Value = @"C:\robocode";
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| 81 |
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[9971] | 82 | var robotList = EnemyCollection.ReloadEnemies(robocodeDir.Value);
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| 83 | robotList.RobocodePath = robocodeDir.Value;
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[9947] | 84 |
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[10011] | 85 | Parameters.Add(new FixedValueParameter<IntValue>(MaxTankProgramDepthParameterName, "Maximal depth of the Robocode tank program.", new IntValue(10)));
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[9880] | 86 | Parameters.Add(new FixedValueParameter<IntValue>(MaxTankProgramLengthParameterName, "Maximal length of the tank program.", new IntValue(1000)));
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| 87 | Parameters.Add(new ValueParameter<Grammar>(TankGrammarParameterName, "Grammar for the tank program.", new Grammar()));
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[9892] | 88 | Parameters.Add(new FixedValueParameter<DirectoryValue>(RobocodePathParamaterName, "Path of the Robocode installation.", robocodeDir));
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[10043] | 89 | Parameters.Add(new FixedValueParameter<IntValue>(NrOfRoundsParameterName, "Nr. of rounds a robot has to fight against each opponent.", new IntValue(3)));
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[9971] | 90 | Parameters.Add(new ValueParameter<EnemyCollection>(EnemiesParameterName, "The enemies that should be battled.", robotList));
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[9879] | 91 |
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| 92 | Maximization.Value = true;
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| 93 | InitializeOperators();
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[9985] | 94 | RegisterEventHandlers();
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[9879] | 95 | }
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| 96 |
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| 97 | public override IDeepCloneable Clone(Cloner cloner) {
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| 98 | return new RobocodeProblem(this, cloner);
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| 99 | }
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| 100 |
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[9985] | 101 | [StorableHook(HookType.AfterDeserialization)]
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| 102 | private void AfterDeserialization() {
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| 103 | RegisterEventHandlers();
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| 104 | }
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| 105 |
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[9879] | 106 | private void InitializeOperators() {
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[10047] | 107 | Operators.AddRange(ApplicationManager.Manager.GetInstances<ISymbolicExpressionTreeOperator>()
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| 108 | .Where(x => !(x is ISymbolicExpressionTreeArchitectureAlteringOperator)));
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[9879] | 109 | Operators.Add(new MinAverageMaxSymbolicExpressionTreeLengthAnalyzer());
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| 110 | Operators.Add(new SymbolicExpressionSymbolFrequencyAnalyzer());
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| 111 | Operators.Add(new BestSolutionAnalyzer());
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| 112 | ParameterizeOperators();
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| 113 | ParameterizeAnalyzers();
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| 114 | }
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| 115 |
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[9985] | 116 | private void RegisterEventHandlers() {
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[9971] | 117 | RobocodePathParameter.Value.StringValue.ValueChanged += RobocodePathParameter_ValueChanged;
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| 118 | }
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| 119 |
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| 120 | void RobocodePathParameter_ValueChanged(object sender, System.EventArgs e) {
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| 121 | EnemiesParameter.Value.RobocodePath = RobocodePathParameter.Value.Value;
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| 122 | }
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| 123 |
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[9879] | 124 | protected override void OnEvaluatorChanged() {
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| 125 | base.OnEvaluatorChanged();
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| 126 | Evaluator.TankProgramParameter.ActualName =
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| 127 | TankProgramParameterName;
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| 128 | ParameterizeAnalyzers();
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| 129 | ParameterizeOperators();
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| 130 | }
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| 131 |
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| 132 | protected override void OnSolutionCreatorChanged() {
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| 133 | base.OnSolutionCreatorChanged();
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| 134 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName =
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| 135 | TankProgramParameterName;
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| 136 | ParameterizeAnalyzers();
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| 137 | ParameterizeOperators();
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| 138 | }
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| 139 |
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| 140 | private void ParameterizeAnalyzers() {
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| 141 | var analyzers = Operators.OfType<IAnalyzer>();
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| 142 | foreach (var o in analyzers.OfType<ISymbolicExpressionTreeAnalyzer>()) {
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| 143 | o.SymbolicExpressionTreeParameter.ActualName =
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| 144 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 145 | }
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| 146 | foreach (var o in analyzers.OfType<BestSolutionAnalyzer>()) {
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| 147 | o.QualityParameter.ActualName = Evaluator.QualityParameter.ActualName;
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| 148 | }
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| 149 | }
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| 150 |
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| 151 | private void ParameterizeOperators() {
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| 152 | var operators = Parameters
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| 153 | .OfType<IValueParameter>()
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| 154 | .Select(p => p.Value)
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| 155 | .OfType<IOperator>()
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| 156 | .Union(Operators);
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| 157 | foreach (var o in operators.OfType<ISymbolicExpressionTreeGrammarBasedOperator>()) {
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| 158 | o.SymbolicExpressionTreeGrammarParameter.ActualName =
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| 159 | TankGrammarParameterName;
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| 160 | }
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| 161 | foreach (var o in operators.OfType<ISymbolicExpressionTreeSizeConstraintOperator>()) {
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| 162 | o.MaximumSymbolicExpressionTreeDepthParameter.ActualName =
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| 163 | MaxTankProgramDepthParameterName;
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| 164 | o.MaximumSymbolicExpressionTreeLengthParameter.ActualName =
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| 165 | MaxTankProgramLengthParameterName;
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| 166 | }
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| 167 | foreach (var op in operators.OfType<RobocodeEvaluator>()) {
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| 168 | op.TankProgramParameter.ActualName =
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| 169 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 170 | }
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| 171 | foreach (var op in operators.OfType<ISymbolicExpressionTreeCrossover>()) {
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| 172 | op.ParentsParameter.ActualName =
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| 173 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 174 | op.ChildParameter.ActualName =
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| 175 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 176 | }
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| 177 | foreach (var op in operators.OfType<ISymbolicExpressionTreeManipulator>()) {
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| 178 | op.SymbolicExpressionTreeParameter.ActualName =
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| 179 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 180 | }
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| 181 | foreach (var op in operators.OfType<ISymbolicExpressionTreeCreator>()) {
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| 182 | op.SymbolicExpressionTreeParameter.ActualName =
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| 183 | SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
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| 184 | }
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| 185 | }
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| 186 | }
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| 187 | } |
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