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source: branches/ParameterBinding/HeuristicLab.Algorithms.LocalSearch/3.3/LocalSearchMainLoop.cs @ 12453

Last change on this file since 12453 was 4722, checked in by swagner, 14 years ago

Merged cloning refactoring branch back into trunk (#922)
File size: 13.2 KB
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1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2010 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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 HeuristicLab.Common;
23using HeuristicLab.Core;
24using HeuristicLab.Data;
25using HeuristicLab.Operators;
26using HeuristicLab.Optimization.Operators;
27using HeuristicLab.Parameters;
28using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
29using HeuristicLab.Selection;
30
31namespace HeuristicLab.Algorithms.LocalSearch {
32  /// <summary>
33  /// An operator which represents a local search.
34  /// </summary>
35  [Item("LocalSearchMainLoop", "An operator which represents the main loop of a best improvement local search (if only a single move is generated in each iteration it is a first improvement local search).")]
36  [StorableClass]
37  public sealed class LocalSearchMainLoop : AlgorithmOperator {
38    #region Parameter properties
39    public ValueLookupParameter<IRandom> RandomParameter {
40      get { return (ValueLookupParameter<IRandom>)Parameters["Random"]; }
41    }
42    public ValueLookupParameter<BoolValue> MaximizationParameter {
43      get { return (ValueLookupParameter<BoolValue>)Parameters["Maximization"]; }
44    }
45    public LookupParameter<DoubleValue> QualityParameter {
46      get { return (LookupParameter<DoubleValue>)Parameters["Quality"]; }
47    }
48    public ValueLookupParameter<DoubleValue> BestKnownQualityParameter {
49      get { return (ValueLookupParameter<DoubleValue>)Parameters["BestKnownQuality"]; }
50    }
51    public LookupParameter<DoubleValue> MoveQualityParameter {
52      get { return (LookupParameter<DoubleValue>)Parameters["MoveQuality"]; }
53    }
54    public ValueLookupParameter<IntValue> MaximumIterationsParameter {
55      get { return (ValueLookupParameter<IntValue>)Parameters["MaximumIterations"]; }
56    }
57    public ValueLookupParameter<VariableCollection> ResultsParameter {
58      get { return (ValueLookupParameter<VariableCollection>)Parameters["Results"]; }
59    }
60    public ValueLookupParameter<IOperator> MoveGeneratorParameter {
61      get { return (ValueLookupParameter<IOperator>)Parameters["MoveGenerator"]; }
62    }
63    public ValueLookupParameter<IOperator> MoveEvaluatorParameter {
64      get { return (ValueLookupParameter<IOperator>)Parameters["MoveEvaluator"]; }
65    }
66    public ValueLookupParameter<IOperator> MoveMakerParameter {
67      get { return (ValueLookupParameter<IOperator>)Parameters["MoveMaker"]; }
68    }
69    public ValueLookupParameter<IOperator> AnalyzerParameter {
70      get { return (ValueLookupParameter<IOperator>)Parameters["Analyzer"]; }
71    }
72
73    private ScopeParameter CurrentScopeParameter {
74      get { return (ScopeParameter)Parameters["CurrentScope"]; }
75    }
76    public IScope CurrentScope {
77      get { return CurrentScopeParameter.ActualValue; }
78    }
79    #endregion
80
81    [StorableConstructor]
82    private LocalSearchMainLoop(bool deserializing) : base(deserializing) { }
83    public LocalSearchMainLoop()
84      : base() {
85      Initialize();
86    }
87    private LocalSearchMainLoop(LocalSearchMainLoop original, Cloner cloner)
88      : base(original, cloner) {
89    }
90    public override IDeepCloneable Clone(Cloner cloner) {
91      return new LocalSearchMainLoop(this, cloner);
92    }
93
94    private void Initialize() {
95      #region Create parameters
96      Parameters.Add(new ValueLookupParameter<IRandom>("Random", "A pseudo random number generator."));
97      Parameters.Add(new ValueLookupParameter<BoolValue>("Maximization", "True if the problem is a maximization problem, otherwise false."));
98      Parameters.Add(new LookupParameter<DoubleValue>("Quality", "The value which represents the quality of a solution."));
99      Parameters.Add(new ValueLookupParameter<DoubleValue>("BestKnownQuality", "The best known quality value found so far."));
100      Parameters.Add(new LookupParameter<DoubleValue>("MoveQuality", "The value which represents the quality of a move."));
101      Parameters.Add(new ValueLookupParameter<IntValue>("MaximumIterations", "The maximum number of generations which should be processed."));
102      Parameters.Add(new ValueLookupParameter<VariableCollection>("Results", "The variable collection where results should be stored."));
103
104      Parameters.Add(new ValueLookupParameter<IOperator>("MoveGenerator", "The operator that generates the moves."));
105      Parameters.Add(new ValueLookupParameter<IOperator>("MoveMaker", "The operator that performs a move and updates the quality."));
106      Parameters.Add(new ValueLookupParameter<IOperator>("MoveEvaluator", "The operator that evaluates a move."));
107
108      Parameters.Add(new ValueLookupParameter<IOperator>("Analyzer", "The operator used to analyze the solution and moves."));
109      Parameters.Add(new ScopeParameter("CurrentScope", "The current scope which represents a population of solutions on which the TS should be applied."));
110      #endregion
111
112      #region Create operators
113      VariableCreator variableCreator = new VariableCreator();
114      SubScopesProcessor subScopesProcessor0 = new SubScopesProcessor();
115      Assigner bestQualityInitializer = new Assigner();
116      Placeholder analyzer1 = new Placeholder();
117      ResultsCollector resultsCollector1 = new ResultsCollector();
118      ResultsCollector resultsCollector2 = new ResultsCollector();
119      SubScopesProcessor mainProcessor = new SubScopesProcessor();
120      Placeholder moveGenerator = new Placeholder();
121      UniformSubScopesProcessor moveEvaluationProcessor = new UniformSubScopesProcessor();
122      Placeholder moveEvaluator = new Placeholder();
123      IntCounter evaluatedMovesCounter = new IntCounter();
124      Placeholder moveAnalyzer = new Placeholder();
125      BestSelector bestSelector = new BestSelector();
126      SubScopesProcessor moveMakingProcessor = new SubScopesProcessor();
127      UniformSubScopesProcessor selectedMoveMakingProcessor = new UniformSubScopesProcessor();
128      QualityComparator qualityComparator = new QualityComparator();
129      ConditionalBranch improvesQualityBranch = new ConditionalBranch();
130      Placeholder moveMaker = new Placeholder();
131      Assigner bestQualityUpdater = new Assigner();
132      MergingReducer mergingReducer = new MergingReducer();
133      Placeholder analyzer2 = new Placeholder();
134      SubScopesRemover subScopesRemover = new SubScopesRemover();
135      IntCounter iterationsCounter = new IntCounter();
136      Comparator iterationsComparator = new Comparator();
137      ResultsCollector resultsCollector3 = new ResultsCollector();
138      ConditionalBranch iterationsTermination = new ConditionalBranch();
139
140      variableCreator.CollectedValues.Add(new ValueParameter<IntValue>("Iterations", new IntValue(0))); // Class LocalSearch expects this to be called Iterations
141      variableCreator.CollectedValues.Add(new ValueParameter<DoubleValue>("BestQuality", new DoubleValue(0)));
142      variableCreator.CollectedValues.Add(new ValueParameter<IntValue>("EvaluatedMoves", new IntValue(0)));
143
144      bestQualityInitializer.Name = "Initialize BestQuality";
145      bestQualityInitializer.LeftSideParameter.ActualName = "BestQuality";
146      bestQualityInitializer.RightSideParameter.ActualName = QualityParameter.Name;
147
148      analyzer1.Name = "Analyzer (placeholder)";
149      analyzer1.OperatorParameter.ActualName = AnalyzerParameter.Name;
150
151      resultsCollector1.CopyValue = new BoolValue(false);
152      resultsCollector1.CollectedValues.Add(new LookupParameter<IntValue>("Iterations"));
153      resultsCollector1.CollectedValues.Add(new LookupParameter<DoubleValue>("Best Quality", null, "BestQuality"));
154      resultsCollector1.ResultsParameter.ActualName = ResultsParameter.Name;
155
156      resultsCollector2.CopyValue = new BoolValue(true);
157      resultsCollector2.CollectedValues.Add(new LookupParameter<IntValue>("Evaluated Moves", null, "EvaluatedMoves"));
158      resultsCollector2.ResultsParameter.ActualName = ResultsParameter.Name;
159
160      moveGenerator.Name = "MoveGenerator (placeholder)";
161      moveGenerator.OperatorParameter.ActualName = MoveGeneratorParameter.Name;
162
163      moveEvaluator.Name = "MoveEvaluator (placeholder)";
164      moveEvaluator.OperatorParameter.ActualName = MoveEvaluatorParameter.Name;
165
166      evaluatedMovesCounter.Name = "EvaluatedMoves + 1";
167      evaluatedMovesCounter.ValueParameter.ActualName = "EvaluatedMoves";
168      evaluatedMovesCounter.Increment = new IntValue(1);
169
170      bestSelector.CopySelected = new BoolValue(false);
171      bestSelector.MaximizationParameter.ActualName = MaximizationParameter.Name;
172      bestSelector.NumberOfSelectedSubScopesParameter.Value = new IntValue(1);
173      bestSelector.QualityParameter.ActualName = MoveQualityParameter.Name;
174
175      qualityComparator.LeftSideParameter.ActualName = MoveQualityParameter.Name;
176      qualityComparator.RightSideParameter.ActualName = QualityParameter.Name;
177      qualityComparator.ResultParameter.ActualName = "IsBetter";
178
179      improvesQualityBranch.ConditionParameter.ActualName = "IsBetter";
180
181      moveMaker.Name = "MoveMaker (placeholder)";
182      moveMaker.OperatorParameter.ActualName = MoveMakerParameter.Name;
183
184      bestQualityUpdater.Name = "Update BestQuality";
185      bestQualityUpdater.LeftSideParameter.ActualName = "BestQuality";
186      bestQualityUpdater.RightSideParameter.ActualName = QualityParameter.Name;
187
188      analyzer2.Name = "Analyzer (placeholder)";
189      analyzer2.OperatorParameter.ActualName = AnalyzerParameter.Name;
190
191      subScopesRemover.RemoveAllSubScopes = true;
192
193      iterationsCounter.Name = "Iterations Counter";
194      iterationsCounter.Increment = new IntValue(1);
195      iterationsCounter.ValueParameter.ActualName = "Iterations";
196
197      iterationsComparator.Name = "Iterations >= MaximumIterations";
198      iterationsComparator.Comparison = new Comparison(ComparisonType.GreaterOrEqual);
199      iterationsComparator.LeftSideParameter.ActualName = "Iterations";
200      iterationsComparator.RightSideParameter.ActualName = MaximumIterationsParameter.Name;
201      iterationsComparator.ResultParameter.ActualName = "Terminate";
202
203      resultsCollector3.CopyValue = new BoolValue(true);
204      resultsCollector3.CollectedValues.Add(new LookupParameter<IntValue>("Evaluated Moves", null, "EvaluatedMoves"));
205      resultsCollector3.ResultsParameter.ActualName = ResultsParameter.Name;
206
207      iterationsTermination.Name = "Iterations Termination Condition";
208      iterationsTermination.ConditionParameter.ActualName = "Terminate";
209      #endregion
210
211      #region Create operator graph
212      OperatorGraph.InitialOperator = variableCreator;
213      variableCreator.Successor = subScopesProcessor0;
214      subScopesProcessor0.Operators.Add(bestQualityInitializer);
215      subScopesProcessor0.Successor = resultsCollector1;
216      bestQualityInitializer.Successor = analyzer1;
217      analyzer1.Successor = null;
218      resultsCollector1.Successor = resultsCollector2;
219      resultsCollector2.Successor = mainProcessor;
220      mainProcessor.Operators.Add(moveGenerator);
221      mainProcessor.Successor = iterationsCounter;
222      moveGenerator.Successor = moveEvaluationProcessor;
223      moveEvaluationProcessor.Operator = moveEvaluator;
224      moveEvaluationProcessor.Successor = moveAnalyzer;
225      moveEvaluator.Successor = evaluatedMovesCounter;
226      evaluatedMovesCounter.Successor = null;
227      moveAnalyzer.Successor = bestSelector;
228      bestSelector.Successor = moveMakingProcessor;
229      moveMakingProcessor.Operators.Add(new EmptyOperator());
230      moveMakingProcessor.Operators.Add(selectedMoveMakingProcessor);
231      moveMakingProcessor.Successor = mergingReducer;
232      selectedMoveMakingProcessor.Operator = qualityComparator;
233      qualityComparator.Successor = improvesQualityBranch;
234      improvesQualityBranch.TrueBranch = moveMaker;
235      improvesQualityBranch.FalseBranch = null;
236      improvesQualityBranch.Successor = null;
237      moveMaker.Successor = bestQualityUpdater;
238      bestQualityUpdater.Successor = null;
239      mergingReducer.Successor = analyzer2;
240      analyzer2.Successor = subScopesRemover;
241      subScopesRemover.Successor = null;
242      iterationsCounter.Successor = iterationsComparator;
243      iterationsComparator.Successor = resultsCollector3;
244      resultsCollector3.Successor = iterationsTermination;
245      iterationsTermination.TrueBranch = null;
246      iterationsTermination.FalseBranch = mainProcessor;
247      #endregion
248    }
249
250    public override IOperation Apply() {
251      if (MoveGeneratorParameter.ActualValue == null || MoveEvaluatorParameter.ActualValue == null || MoveMakerParameter.ActualValue == null)
252        return null;
253      return base.Apply();
254    }
255  }
256}
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