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source: branches/LinearLinkage/HeuristicLab.Encodings.LinearLinkageEncoding/3.3/LinearLinkageEncoding.cs @ 12547

Last change on this file since 12547 was 12288, checked in by abeham, 10 years ago

#2319:

  • Changed encoding to represent linkages in LLE (as opposed to LLE-e)
  • Added GraftManipulator
  • Added repair procedure
  • Improved performance of some crossovers
File size: 6.6 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2015 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 System;
23using System.Collections.Generic;
24using System.Linq;
25using HeuristicLab.Common;
26using HeuristicLab.Core;
27using HeuristicLab.Data;
28using HeuristicLab.Encodings.LinearLinkageEncoding.Creators;
29using HeuristicLab.Optimization;
30using HeuristicLab.Parameters;
31using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
32using HeuristicLab.PluginInfrastructure;
33
34namespace HeuristicLab.Encodings.LinearLinkageEncoding {
35  [Item("Linear Linkage Encoding", "Describes a linear linkage (LLE) encoding.")]
36  [StorableClass]
37  public sealed class LinearLinkageEncoding : Encoding<ILinearLinkageCreator> {
38    #region encoding parameters
39    [Storable]
40    private IFixedValueParameter<IntValue> lengthParameter;
41    public IFixedValueParameter<IntValue> LengthParameter {
42      get { return lengthParameter; }
43      set {
44        if (value == null) throw new ArgumentNullException("Length parameter must not be null.");
45        if (value.Value == null) throw new ArgumentNullException("Length parameter value must not be null.");
46        if (lengthParameter == value) return;
47
48        if (lengthParameter != null) Parameters.Remove(lengthParameter);
49        lengthParameter = value;
50        Parameters.Add(lengthParameter);
51        OnLengthParameterChanged();
52      }
53    }
54    #endregion
55
56    public int Length {
57      get { return LengthParameter.Value.Value; }
58      set { LengthParameter.Value.Value = value; }
59    }
60
61    [StorableConstructor]
62    private LinearLinkageEncoding(bool deserializing) : base(deserializing) { }
63    [StorableHook(HookType.AfterDeserialization)]
64    private void AfterDeserialization() {
65      RegisterParameterEvents();
66      DiscoverOperators();
67    }
68
69    public override IDeepCloneable Clone(Cloner cloner) { return new LinearLinkageEncoding(this, cloner); }
70    private LinearLinkageEncoding(LinearLinkageEncoding original, Cloner cloner)
71      : base(original, cloner) {
72      lengthParameter = cloner.Clone(original.lengthParameter);
73      RegisterParameterEvents();
74    }
75
76
77    public LinearLinkageEncoding() : this("LLE", 10) { }
78    public LinearLinkageEncoding(string name) : this(name, 10) { }
79    public LinearLinkageEncoding(int length) : this("LLE", length) { }
80    public LinearLinkageEncoding(string name, int length)
81      : base(name) {
82      lengthParameter = new FixedValueParameter<IntValue>(Name + ".Length", new IntValue(length));
83      Parameters.Add(lengthParameter);
84
85      SolutionCreator = new RandomLinearLinkageCreator();
86      RegisterParameterEvents();
87      DiscoverOperators();
88    }
89
90    private void OnLengthParameterChanged() {
91      RegisterLengthParameterEvents();
92      ConfigureOperators(Operators);
93    }
94
95    private void RegisterParameterEvents() {
96      RegisterLengthParameterEvents();
97    }
98    private void RegisterLengthParameterEvents() {
99      LengthParameter.Value.ValueChanged += (o, s) => ConfigureOperators(Operators);
100    }
101
102    #region Operator Discovery
103    private static readonly IEnumerable<Type> encodingSpecificOperatorTypes;
104    static LinearLinkageEncoding() {
105      encodingSpecificOperatorTypes = new List<Type>() {
106          typeof (ILinearLinkageOperator),
107          typeof (ILinearLinkageCreator),
108          typeof (ILinearLinkageCrossover),
109          typeof (ILinearLinkageManipulator),
110          typeof (ILinearLinkageShakingOperator)
111      };
112    }
113    private void DiscoverOperators() {
114      var assembly = typeof(ILinearLinkageOperator).Assembly;
115      var discoveredTypes = ApplicationManager.Manager.GetTypes(encodingSpecificOperatorTypes, assembly, true, false, false);
116      var operators = discoveredTypes.Select(t => (IOperator)Activator.CreateInstance(t));
117      var newOperators = operators.Except(Operators, new TypeEqualityComparer<IOperator>()).ToList();
118
119      ConfigureOperators(newOperators);
120      foreach (var @operator in newOperators)
121        AddOperator(@operator);
122    }
123    #endregion
124
125    public override void ConfigureOperators(IEnumerable<IOperator> operators) {
126      ConfigureCreators(operators.OfType<ILinearLinkageCreator>());
127      ConfigureCrossovers(operators.OfType<ILinearLinkageCrossover>());
128      ConfigureManipulators(operators.OfType<ILinearLinkageManipulator>());
129      ConfigureShakingOperators(operators.OfType<ILinearLinkageShakingOperator>());
130    }
131
132    #region specific operator wiring
133    private void ConfigureCreators(IEnumerable<ILinearLinkageCreator> creators) {
134      foreach (var creator in creators) {
135        creator.LengthParameter.ActualName = LengthParameter.Name;
136        creator.LLEParameter.ActualName = Name;
137      }
138    }
139    private void ConfigureCrossovers(IEnumerable<ILinearLinkageCrossover> crossovers) {
140      foreach (var crossover in crossovers) {
141        crossover.ChildParameter.ActualName = Name;
142        crossover.ParentsParameter.ActualName = Name;
143      }
144    }
145    private void ConfigureManipulators(IEnumerable<ILinearLinkageManipulator> manipulators) {
146      foreach (var manipulator in manipulators) {
147        manipulator.LLEParameter.ActualName = Name;
148      }
149    }
150    private void ConfigureShakingOperators(IEnumerable<ILinearLinkageShakingOperator> shakingOperators) {
151      foreach (var shakingOperator in shakingOperators) {
152        shakingOperator.LLEParameter.ActualName = Name;
153      }
154    }
155    #endregion
156  }
157
158  public static class IndividualExtensionMethods {
159    public static LinearLinkage LinearLinkage(this Individual individual) {
160      var encoding = individual.GetEncoding<LinearLinkageEncoding>();
161      return individual.LinearLinkage(encoding.Name);
162    }
163    public static LinearLinkage LinearLinkage(this Individual individual, string name) {
164      return (LinearLinkage)individual[name];
165    }
166  }
167}
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