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source: branches/DataAnalysis Refactoring/HeuristicLab.Problems.ArtificialAnt/3.4/ArtificialAntProblem.cs @ 5578

Last change on this file since 5578 was 5578, checked in by mkommend, 14 years ago

#1418: Added IHeuristicOptimizationProblem and adapted all according classes.
File size: 23.6 KB
RevLine 
[3223]1#region License Information
2/* HeuristicLab
[5445]3 * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
[3223]4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System;
23using System.Collections.Generic;
[4068]24using System.Drawing;
[3223]25using System.Linq;
26using HeuristicLab.Common;
27using HeuristicLab.Core;
28using HeuristicLab.Data;
[4068]29using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
[3223]30using HeuristicLab.Optimization;
31using HeuristicLab.Parameters;
32using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
33using HeuristicLab.PluginInfrastructure;
[3631]34using HeuristicLab.Problems.ArtificialAnt.Analyzers;
[3223]35
36namespace HeuristicLab.Problems.ArtificialAnt {
[3528]37  [Item("Artificial Ant Problem", "Represents the Artificial Ant problem.")]
[3223]38  [Creatable("Problems")]
39  [StorableClass]
[5578]40  public sealed class ArtificialAntProblem : ParameterizedNamedItem, ISingleObjectiveHeuristicOptimizationProblem, IStorableContent {
[4419]41    public string Filename { get; set; }
[4098]42
[3223]43    public override Image ItemImage {
[5287]44      get { return HeuristicLab.Common.Resources.VSImageLibrary.Type; }
[3223]45    }
46
[3239]47    #region constant for default world (Santa Fe)
48    private readonly bool[,] santaFeAntTrail = new bool[,] {
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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},
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 },
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 }
81    };
82    #endregion
83
[3223]84    #region Parameter Properties
[5528]85    public IValueParameter<BoolValue> MaximizationParameter {
86      get { return (IValueParameter<BoolValue>)Parameters["Maximization"]; }
[3223]87    }
[5578]88    IParameter ISingleObjectiveHeuristicOptimizationProblem.MaximizationParameter {
[3223]89      get { return MaximizationParameter; }
90    }
[5528]91    public IValueParameter<ISymbolicExpressionTreeCreator> SolutionCreatorParameter {
92      get { return (IValueParameter<ISymbolicExpressionTreeCreator>)Parameters["SolutionCreator"]; }
[3223]93    }
[5578]94    IParameter IHeuristicOptimizationProblem.SolutionCreatorParameter {
[3223]95      get { return SolutionCreatorParameter; }
96    }
[5528]97    public IValueParameter<Evaluator> EvaluatorParameter {
98      get { return (IValueParameter<Evaluator>)Parameters["Evaluator"]; }
[3223]99    }
[5578]100    IParameter IHeuristicOptimizationProblem.EvaluatorParameter {
[3223]101      get { return EvaluatorParameter; }
102    }
[5528]103    public IValueParameter<ISymbolicExpressionTreeGrammar> ArtificialAntExpressionGrammarParameter {
104      get { return (IValueParameter<ISymbolicExpressionTreeGrammar>)Parameters["ArtificialAntExpressionGrammar"]; }
[3223]105    }
[5528]106    public IValueParameter<IntValue> MaxExpressionLengthParameter {
107      get { return (IValueParameter<IntValue>)Parameters["MaxExpressionLength"]; }
[3223]108    }
[5528]109    public IValueParameter<IntValue> MaxExpressionDepthParameter {
110      get { return (IValueParameter<IntValue>)Parameters["MaxExpressionDepth"]; }
[3223]111    }
[5528]112    public IValueParameter<IntValue> MaxFunctionDefinitionsParameter {
113      get { return (IValueParameter<IntValue>)Parameters["MaxFunctionDefinitions"]; }
[3294]114    }
[5528]115    public IValueParameter<IntValue> MaxFunctionArgumentsParameter {
[3294]116      get { return (ValueParameter<IntValue>)Parameters["MaxFunctionArguments"]; }
117    }
[5528]118    public IValueParameter<BoolMatrix> WorldParameter {
119      get { return (IValueParameter<BoolMatrix>)Parameters["World"]; }
[3239]120    }
[5528]121    public IValueParameter<IntValue> MaxTimeStepsParameter {
122      get { return (IValueParameter<IntValue>)Parameters["MaxTimeSteps"]; }
[3239]123    }
[3223]124
[5528]125    public IValueParameter<DoubleValue> BestKnownQualityParameter {
126      get { return (IValueParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
[3223]127    }
[5578]128    IParameter ISingleObjectiveHeuristicOptimizationProblem.BestKnownQualityParameter {
[3223]129      get { return BestKnownQualityParameter; }
130    }
131    #endregion
132
133    #region Properties
[3239]134    public BoolMatrix World {
135      get { return WorldParameter.Value; }
136      set { WorldParameter.Value = value; }
137    }
138    public IntValue MaxTimeSteps {
139      get { return MaxTimeStepsParameter.Value; }
140      set { MaxTimeStepsParameter.Value = value; }
141    }
142    public IntValue MaxExpressionLength {
143      get { return MaxExpressionLengthParameter.Value; }
144      set { MaxExpressionLengthParameter.Value = value; }
145    }
146    public IntValue MaxExpressionDepth {
147      get { return MaxExpressionDepthParameter.Value; }
148      set { MaxExpressionDepthParameter.Value = value; }
149    }
[3338]150    public IntValue MaxFunctionDefinitions {
151      get { return MaxFunctionDefinitionsParameter.Value; }
152      set { MaxFunctionDefinitionsParameter.Value = value; }
153    }
154    public IntValue MaxFunctionArguments {
155      get { return MaxFunctionArgumentsParameter.Value; }
156      set { MaxFunctionArgumentsParameter.Value = value; }
157    }
[5528]158    public ISymbolicExpressionTreeCreator SolutionCreator {
[3223]159      get { return SolutionCreatorParameter.Value; }
160      set { SolutionCreatorParameter.Value = value; }
161    }
[5578]162    ISolutionCreator IHeuristicOptimizationProblem.SolutionCreator {
[3223]163      get { return SolutionCreatorParameter.Value; }
164    }
165    public Evaluator Evaluator {
166      get { return EvaluatorParameter.Value; }
167      set { EvaluatorParameter.Value = value; }
168    }
[5578]169    ISingleObjectiveEvaluator ISingleObjectiveHeuristicOptimizationProblem.Evaluator {
[3223]170      get { return EvaluatorParameter.Value; }
171    }
[5578]172    IEvaluator IHeuristicOptimizationProblem.Evaluator {
[3223]173      get { return EvaluatorParameter.Value; }
174    }
[3338]175    public GlobalSymbolicExpressionGrammar ArtificialAntExpressionGrammar {
176      get { return (GlobalSymbolicExpressionGrammar)ArtificialAntExpressionGrammarParameter.Value; }
[3223]177    }
178    public DoubleValue BestKnownQuality {
179      get { return BestKnownQualityParameter.Value; }
180    }
181    public IEnumerable<IOperator> Operators {
[3631]182      get { return operators; }
[3223]183    }
[3631]184
[3681]185    public IEnumerable<IAntTrailAnalyzer> AntTrailAnalyzers {
186      get { return operators.OfType<IAntTrailAnalyzer>(); }
[3631]187    }
[3223]188    #endregion
189
[4098]190    [Storable]
191    private List<IOperator> operators;
192
193    [StorableConstructor]
[4106]194    private ArtificialAntProblem(bool deserializing) : base(deserializing) { }
[4722]195    [StorableHook(HookType.AfterDeserialization)]
196    private void AfterDeserialization() {
197      AttachEventHandlers();
198    }
199
200    private ArtificialAntProblem(ArtificialAntProblem original, Cloner cloner)
201      : base(original, cloner) {
202      operators = original.operators.Select(x => cloner.Clone(x)).ToList();
203      AttachEventHandlers();
204    }
205    public override IDeepCloneable Clone(Cloner cloner) {
206      return new ArtificialAntProblem(this, cloner);
207    }
[3223]208    public ArtificialAntProblem()
209      : base() {
[5521]210      ProbabilisticTreeCreator creator = new ProbabilisticTreeCreator();
[3223]211      Evaluator evaluator = new Evaluator();
[3239]212      BoolMatrix world = new BoolMatrix(santaFeAntTrail);
[5517]213      ISymbolicExpressionTreeGrammar grammar = new GlobalSymbolicExpressionGrammar(new ArtificialAntExpressionGrammar());
[3223]214      Parameters.Add(new ValueParameter<BoolValue>("Maximization", "Set to true as the Artificial Ant Problem is a maximization problem.", new BoolValue(true)));
[5528]215      Parameters.Add(new ValueParameter<ISymbolicExpressionTreeCreator>("SolutionCreator", "The operator which should be used to create new artificial ant solutions.", creator));
[3223]216      Parameters.Add(new ValueParameter<Evaluator>("Evaluator", "The operator which should be used to evaluate artificial ant solutions.", evaluator));
[3251]217      Parameters.Add(new ValueParameter<DoubleValue>("BestKnownQuality", "The quality of the best known solution of this artificial ant instance.", new DoubleValue(89)));
[3223]218      Parameters.Add(new ValueParameter<IntValue>("MaxExpressionLength", "Maximal length of the expression to control the artificial ant.", new IntValue(100)));
219      Parameters.Add(new ValueParameter<IntValue>("MaxExpressionDepth", "Maximal depth of the expression to control the artificial ant.", new IntValue(10)));
[3294]220      Parameters.Add(new ValueParameter<IntValue>("MaxFunctionDefinitions", "Maximal number of automatically defined functions in the expression to control the artificial ant.", new IntValue(3)));
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)));
[5517]222      Parameters.Add(new ValueParameter<ISymbolicExpressionTreeGrammar>("ArtificialAntExpressionGrammar", "The grammar that should be used for artificial ant expressions.", grammar));
[3239]223      Parameters.Add(new ValueParameter<BoolMatrix>("World", "The world for the artificial ant with scattered food items.", world));
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)));
[3223]225
226      creator.SymbolicExpressionTreeParameter.ActualName = "AntTrailSolution";
[5521]227      creator.SymbolicExpressionTreeGrammarParameter.ActualName = "ArtificialAntExpressionGrammar";
[3223]228      evaluator.QualityParameter.ActualName = "FoodEaten";
[4098]229      InitializeOperators();
230      AttachEventHandlers();
[3223]231    }
232
233    #region Events
234    public event EventHandler SolutionCreatorChanged;
235    private void OnSolutionCreatorChanged() {
[3739]236      EventHandler handler = SolutionCreatorChanged;
237      if (handler != null) handler(this, EventArgs.Empty);
[3223]238    }
239    public event EventHandler EvaluatorChanged;
240    private void OnEvaluatorChanged() {
[3739]241      EventHandler handler = EvaluatorChanged;
242      if (handler != null) handler(this, EventArgs.Empty);
[3223]243    }
244    public event EventHandler OperatorsChanged;
245    private void OnOperatorsChanged() {
[3739]246      EventHandler handler = OperatorsChanged;
247      if (handler != null) handler(this, EventArgs.Empty);
[3223]248    }
[3739]249    public event EventHandler Reset;
250    private void OnReset() {
251      EventHandler handler = Reset;
252      if (handler != null) handler(this, EventArgs.Empty);
253    }
[3223]254
255    private void SolutionCreatorParameter_ValueChanged(object sender, EventArgs e) {
[5528]256      SolutionCreator.SymbolicExpressionTreeParameter.ActualName = "AntTrailSolution";
257      var grammarBased = SolutionCreator as ISymbolicExpressionTreeGrammarBasedOperator;
258      if (grammarBased != null)
259        grammarBased.SymbolicExpressionTreeGrammarParameter.ActualName = "ArtificialAntExpressionGrammar";
260
[3223]261      SolutionCreator.SymbolicExpressionTreeParameter.ActualNameChanged += new EventHandler(SolutionCreator_SymbolicExpressionTreeParameter_ActualNameChanged);
[3631]262      ParameterizeAnalyzers();
[3223]263      ParameterizeOperators();
264      OnSolutionCreatorChanged();
265    }
266    private void SolutionCreator_SymbolicExpressionTreeParameter_ActualNameChanged(object sender, EventArgs e) {
[3631]267      ParameterizeAnalyzers();
[3223]268      ParameterizeOperators();
269    }
270    private void EvaluatorParameter_ValueChanged(object sender, EventArgs e) {
[5528]271      Evaluator.QualityParameter.ActualName = "FoodEaten";
[3239]272      Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
[3631]273      ParameterizeAnalyzers();
[5517]274      ParameterizeOperators();
[3223]275      OnEvaluatorChanged();
276    }
[3239]277    private void Evaluator_QualityParameter_ActualNameChanged(object sender, EventArgs e) {
[3631]278      ParameterizeAnalyzers();
[5517]279      ParameterizeOperators();
[3239]280    }
[3223]281    #endregion
282
283    #region Helpers
[4098]284    private void AttachEventHandlers() {
[3223]285      SolutionCreatorParameter.ValueChanged += new EventHandler(SolutionCreatorParameter_ValueChanged);
286      SolutionCreator.SymbolicExpressionTreeParameter.ActualNameChanged += new EventHandler(SolutionCreator_SymbolicExpressionTreeParameter_ActualNameChanged);
287      EvaluatorParameter.ValueChanged += new EventHandler(EvaluatorParameter_ValueChanged);
[3239]288      Evaluator.QualityParameter.ActualNameChanged += new EventHandler(Evaluator_QualityParameter_ActualNameChanged);
[3338]289      MaxFunctionArgumentsParameter.ValueChanged += new EventHandler(MaxFunctionArgumentsParameter_ValueChanged);
290      MaxFunctionArguments.ValueChanged += new EventHandler(MaxFunctionArgumentsParameter_ValueChanged);
291      MaxFunctionDefinitionsParameter.ValueChanged += new EventHandler(MaxFunctionDefinitionsParameter_ValueChanged);
292      MaxFunctionDefinitions.ValueChanged += new EventHandler(MaxFunctionDefinitionsParameter_ValueChanged);
[3223]293    }
[3239]294
[5517]295    private void MaxFunctionDefinitionsParameter_ValueChanged(object sender, EventArgs e) {
[3338]296      ArtificialAntExpressionGrammar.MaxFunctionDefinitions = MaxFunctionDefinitions.Value;
[5521]297      ParameterizeOperators();
298      ParameterizeAnalyzers();
[3338]299    }
[5517]300    private void MaxFunctionArgumentsParameter_ValueChanged(object sender, EventArgs e) {
[3338]301      ArtificialAntExpressionGrammar.MaxFunctionArguments = MaxFunctionArguments.Value;
[5521]302      ParameterizeOperators();
303      ParameterizeAnalyzers();
[3338]304    }
305
[3239]306    private void InitializeOperators() {
[3631]307      operators = new List<IOperator>();
308      operators.AddRange(ApplicationManager.Manager.GetInstances<ISymbolicExpressionTreeOperator>().OfType<IOperator>());
[3681]309      operators.Add(new BestAntTrailAnalyzer());
[5499]310      operators.Add(new MinAverageMaxSymbolicExpressionTreeLengthAnalyzer());
[5395]311      operators.Add(new SymbolicExpressionSymbolFrequencyAnalyzer());
[3631]312      ParameterizeAnalyzers();
[3239]313      ParameterizeOperators();
314    }
315
[3631]316    private void ParameterizeAnalyzers() {
[3681]317      foreach (IAntTrailAnalyzer analyzer in AntTrailAnalyzers) {
[3631]318        analyzer.QualityParameter.ActualName = Evaluator.QualityParameter.ActualName;
319        analyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
320        analyzer.WorldParameter.ActualName = WorldParameter.Name;
321        analyzer.MaxTimeStepsParameter.ActualName = MaxTimeStepsParameter.Name;
322      }
[3681]323      foreach (ISymbolicExpressionTreeAnalyzer analyzer in Operators.OfType<ISymbolicExpressionTreeAnalyzer>()) {
[3651]324        analyzer.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
325      }
[3223]326    }
327
328    private void ParameterizeOperators() {
[5528]329      var operators = Parameters.OfType<IValueParameter>().Select(p => p.Value).OfType<IOperator>().Union(Operators);
[5521]330
331      foreach (ISymbolicExpressionTreeGrammarBasedOperator op in operators.OfType<ISymbolicExpressionTreeGrammarBasedOperator>()) {
[5517]332        op.SymbolicExpressionTreeGrammarParameter.ActualName = ArtificialAntExpressionGrammarParameter.Name;
[3223]333      }
[5521]334      foreach (ISymbolicExpressionTreeSizeConstraintOperator op in operators.OfType<ISymbolicExpressionTreeSizeConstraintOperator>()) {
[5517]335        op.MaximumSymbolicExpressionTreeDepthParameter.ActualName = MaxExpressionDepthParameter.Name;
336        op.MaximumSymbolicExpressionTreeLengthParameter.ActualName = MaxExpressionLengthParameter.Name;
337
338      }
[5521]339      foreach (Evaluator op in operators.OfType<Evaluator>()) {
[3223]340        op.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
[3239]341        op.MaxTimeStepsParameter.ActualName = MaxTimeStepsParameter.Name;
342        op.WorldParameter.ActualName = WorldParameter.Name;
[3223]343      }
[5521]344      foreach (ISymbolicExpressionTreeCrossover op in operators.OfType<ISymbolicExpressionTreeCrossover>()) {
[3238]345        op.ParentsParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
346        op.ChildParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
347      }
[5521]348      foreach (ISymbolicExpressionTreeManipulator op in operators.OfType<ISymbolicExpressionTreeManipulator>()) {
[3294]349        op.SymbolicExpressionTreeParameter.ActualName = SolutionCreator.SymbolicExpressionTreeParameter.ActualName;
350      }
[5521]351      foreach (ISymbolicExpressionTreeArchitectureAlteringOperator op in operators.OfType<ISymbolicExpressionTreeArchitectureAlteringOperator>()) {
[5517]352        op.MaximumFunctionDefinitionsParameter.ActualName = MaxFunctionDefinitionsParameter.Name;
353        op.MaximumFunctionArgumentsParameter.ActualName = MaxFunctionArgumentsParameter.Name;
[3294]354      }
[3223]355    }
356    #endregion
357  }
358}
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