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 |
|
---|
22 | using System.Collections.Generic;
|
---|
23 | using HeuristicLab.Common;
|
---|
24 | using HeuristicLab.Core;
|
---|
25 | using HeuristicLab.Data;
|
---|
26 | using HeuristicLab.Operators;
|
---|
27 | using HeuristicLab.Optimization;
|
---|
28 | using HeuristicLab.Parameters;
|
---|
29 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
30 |
|
---|
31 | namespace HeuristicLab.Encodings.PermutationEncoding {
|
---|
32 | [Item("Swap2MoveSoftTabuCriterion", @"For relative postion encoded permutations it just prevents readding of previously deleted edges, but allows deleting previously added edges.
|
---|
33 | For absolute position encoded permutations it prevents moving a number to a position it has previously occupied.
|
---|
34 |
|
---|
35 | If the aspiration condition is activated, a move will not be considered tabu against a move in the tabu list if it leads to a better solution than the quality recorded with the move in the tabu list.")]
|
---|
36 | [StorableType("ADB87CD5-C157-4659-8A32-51524C2650D7")]
|
---|
37 | public class Swap2MoveSoftTabuCriterion : SingleSuccessorOperator, IPermutationSwap2MoveOperator, ITabuChecker {
|
---|
38 | public override bool CanChangeName {
|
---|
39 | get { return false; }
|
---|
40 | }
|
---|
41 | public ILookupParameter<Swap2Move> Swap2MoveParameter {
|
---|
42 | get { return (LookupParameter<Swap2Move>)Parameters["Swap2Move"]; }
|
---|
43 | }
|
---|
44 | public ILookupParameter<Permutation> PermutationParameter {
|
---|
45 | get { return (LookupParameter<Permutation>)Parameters["Permutation"]; }
|
---|
46 | }
|
---|
47 | public ILookupParameter<ItemList<IItem>> TabuListParameter {
|
---|
48 | get { return (ILookupParameter<ItemList<IItem>>)Parameters["TabuList"]; }
|
---|
49 | }
|
---|
50 | public ILookupParameter<BoolValue> MoveTabuParameter {
|
---|
51 | get { return (ILookupParameter<BoolValue>)Parameters["MoveTabu"]; }
|
---|
52 | }
|
---|
53 | public IValueLookupParameter<BoolValue> MaximizationParameter {
|
---|
54 | get { return (IValueLookupParameter<BoolValue>)Parameters["Maximization"]; }
|
---|
55 | }
|
---|
56 | public ILookupParameter<DoubleValue> MoveQualityParameter {
|
---|
57 | get { return (ILookupParameter<DoubleValue>)Parameters["MoveQuality"]; }
|
---|
58 | }
|
---|
59 | public ValueParameter<BoolValue> UseAspirationCriterionParameter {
|
---|
60 | get { return (ValueParameter<BoolValue>)Parameters["UseAspirationCriterion"]; }
|
---|
61 | }
|
---|
62 |
|
---|
63 | public BoolValue UseAspirationCriterion {
|
---|
64 | get { return UseAspirationCriterionParameter.Value; }
|
---|
65 | set { UseAspirationCriterionParameter.Value = value; }
|
---|
66 | }
|
---|
67 |
|
---|
68 | [StorableConstructor]
|
---|
69 | protected Swap2MoveSoftTabuCriterion(bool deserializing) : base(deserializing) { }
|
---|
70 | protected Swap2MoveSoftTabuCriterion(Swap2MoveSoftTabuCriterion original, Cloner cloner) : base(original, cloner) { }
|
---|
71 | public Swap2MoveSoftTabuCriterion()
|
---|
72 | : base() {
|
---|
73 | Parameters.Add(new LookupParameter<Swap2Move>("Swap2Move", "The move to evaluate."));
|
---|
74 | Parameters.Add(new LookupParameter<BoolValue>("MoveTabu", "The variable to store if a move was tabu."));
|
---|
75 | Parameters.Add(new LookupParameter<Permutation>("Permutation", "The solution as permutation."));
|
---|
76 | Parameters.Add(new LookupParameter<ItemList<IItem>>("TabuList", "The tabu list."));
|
---|
77 | Parameters.Add(new ValueParameter<BoolValue>("UseAspirationCriterion", "Whether to use the aspiration criterion or not.", new BoolValue(true)));
|
---|
78 | Parameters.Add(new ValueLookupParameter<BoolValue>("Maximization", "True if the problem is a maximization problem, else if it is a minimization problem."));
|
---|
79 | Parameters.Add(new LookupParameter<DoubleValue>("MoveQuality", "The quality of the current move."));
|
---|
80 | }
|
---|
81 |
|
---|
82 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
83 | return new Swap2MoveSoftTabuCriterion(this, cloner);
|
---|
84 | }
|
---|
85 |
|
---|
86 | public override IOperation Apply() {
|
---|
87 | ItemList<IItem> tabuList = TabuListParameter.ActualValue;
|
---|
88 | Swap2Move move = Swap2MoveParameter.ActualValue;
|
---|
89 | Permutation permutation = PermutationParameter.ActualValue;
|
---|
90 | int length = permutation.Length;
|
---|
91 | double moveQuality = MoveQualityParameter.ActualValue.Value;
|
---|
92 | bool maximization = MaximizationParameter.ActualValue.Value;
|
---|
93 | bool useAspiration = UseAspirationCriterion.Value;
|
---|
94 | bool isTabu = false;
|
---|
95 |
|
---|
96 | if (permutation.PermutationType != PermutationTypes.Absolute)
|
---|
97 | isTabu = EvaluateRelativeTabuState(tabuList, move, permutation, moveQuality, maximization, useAspiration);
|
---|
98 | else isTabu = EvaluateAbsoluteTabuState(tabuList, move, permutation, moveQuality, maximization, useAspiration);
|
---|
99 |
|
---|
100 | MoveTabuParameter.ActualValue = new BoolValue(isTabu);
|
---|
101 | return base.Apply();
|
---|
102 | }
|
---|
103 |
|
---|
104 | private static bool EvaluateRelativeTabuState(ItemList<IItem> tabuList, Swap2Move move, Permutation permutation, double moveQuality, bool maximization, bool useAspiration) {
|
---|
105 | bool isTabu = false;
|
---|
106 | StandardEdgeEqualityComparer eq = new StandardEdgeEqualityComparer();
|
---|
107 | bool bidirectional = permutation.PermutationType == PermutationTypes.RelativeUndirected;
|
---|
108 | List<Edge> added = new List<Edge>();
|
---|
109 | added.Add(new Edge(permutation.GetCircular(move.Index1 - 1), permutation[move.Index2], bidirectional));
|
---|
110 | added.Add(new Edge(permutation[move.Index2], permutation.GetCircular(move.Index1 + 1), bidirectional));
|
---|
111 | added.Add(new Edge(permutation.GetCircular(move.Index2 - 1), permutation[move.Index1], bidirectional));
|
---|
112 | added.Add(new Edge(permutation[move.Index1], permutation.GetCircular(move.Index2 + 1), bidirectional));
|
---|
113 |
|
---|
114 | foreach (IItem tabuMove in tabuList) {
|
---|
115 | Swap2MoveRelativeAttribute relAttrib = (tabuMove as Swap2MoveRelativeAttribute);
|
---|
116 | if (relAttrib != null
|
---|
117 | && (!useAspiration
|
---|
118 | || maximization && moveQuality <= relAttrib.MoveQuality
|
---|
119 | || !maximization && moveQuality >= relAttrib.MoveQuality)) {
|
---|
120 | for (int i = 0; i < relAttrib.DeletedEdges.Count; i++) {
|
---|
121 | isTabu = eq.Equals(relAttrib.DeletedEdges[i], added[0])
|
---|
122 | || eq.Equals(relAttrib.DeletedEdges[i], added[1])
|
---|
123 | || eq.Equals(relAttrib.DeletedEdges[i], added[2])
|
---|
124 | || eq.Equals(relAttrib.DeletedEdges[i], added[3]);
|
---|
125 | if (isTabu) break;
|
---|
126 | }
|
---|
127 | }
|
---|
128 | if (isTabu) break;
|
---|
129 | }
|
---|
130 | return isTabu;
|
---|
131 | }
|
---|
132 |
|
---|
133 | private bool EvaluateAbsoluteTabuState(ItemList<IItem> tabuList, Swap2Move move, Permutation permutation, double moveQuality, bool maximization, bool useAspiration) {
|
---|
134 | bool isTabu = false;
|
---|
135 | foreach (IItem tabuMove in tabuList) {
|
---|
136 | Swap2MoveAbsoluteAttribute attrib = (tabuMove as Swap2MoveAbsoluteAttribute);
|
---|
137 | if (attrib != null
|
---|
138 | && (!useAspiration
|
---|
139 | || maximization && moveQuality <= attrib.MoveQuality
|
---|
140 | || !maximization && moveQuality >= attrib.MoveQuality)) {
|
---|
141 | int i1 = move.Index1;
|
---|
142 | int n1 = permutation[move.Index1];
|
---|
143 | int i2 = move.Index2;
|
---|
144 | int n2 = permutation[move.Index2];
|
---|
145 | if ((attrib.Index1 == i1 || attrib.Index1 == i2) && (attrib.Number1 == n1 || attrib.Number1 == n2)
|
---|
146 | || (attrib.Index2 == i2 || attrib.Index2 == i1) && (attrib.Number2 == n2 || attrib.Number2 == n1))
|
---|
147 | isTabu = true;
|
---|
148 | }
|
---|
149 | if (isTabu) break;
|
---|
150 | }
|
---|
151 | return isTabu;
|
---|
152 | }
|
---|
153 | }
|
---|
154 | }
|
---|