1 | #region License Information
|
---|
2 | /* HeuristicLab
|
---|
3 | * Copyright (C) 2002-2018 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;
|
---|
23 | using System.Collections.Generic;
|
---|
24 | using HeuristicLab.Common;
|
---|
25 | using HeuristicLab.Core;
|
---|
26 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
27 |
|
---|
28 | namespace HeuristicLab.Encodings.SymbolicExpressionTreeEncoding {
|
---|
29 | [StorableClass]
|
---|
30 | public class SymbolicExpressionTreeNode : DeepCloneable, ISymbolicExpressionTreeNode {
|
---|
31 | [Storable]
|
---|
32 | private IList<ISymbolicExpressionTreeNode> subtrees;
|
---|
33 | [Storable]
|
---|
34 | private ISymbol symbol;
|
---|
35 |
|
---|
36 | // cached values to prevent unnecessary tree iterations
|
---|
37 | private ushort length;
|
---|
38 | private ushort depth;
|
---|
39 |
|
---|
40 | public ISymbol Symbol {
|
---|
41 | get { return symbol; }
|
---|
42 | protected set { symbol = value; }
|
---|
43 | }
|
---|
44 |
|
---|
45 | [Storable]
|
---|
46 | private ISymbolicExpressionTreeNode parent;
|
---|
47 | public ISymbolicExpressionTreeNode Parent {
|
---|
48 | get { return parent; }
|
---|
49 | set { parent = value; }
|
---|
50 | }
|
---|
51 |
|
---|
52 | [Storable]
|
---|
53 | public double NodeWeight { get; set; }
|
---|
54 |
|
---|
55 | [StorableConstructor]
|
---|
56 | protected SymbolicExpressionTreeNode(bool deserializing) { }
|
---|
57 | protected SymbolicExpressionTreeNode(SymbolicExpressionTreeNode original, Cloner cloner)
|
---|
58 | : base(original, cloner) {
|
---|
59 | symbol = original.symbol; // symbols are reused
|
---|
60 | length = original.length;
|
---|
61 | depth = original.depth;
|
---|
62 | NodeWeight = original.NodeWeight;
|
---|
63 | if (original.subtrees != null) {
|
---|
64 | subtrees = new List<ISymbolicExpressionTreeNode>(original.subtrees.Count);
|
---|
65 | foreach (var subtree in original.subtrees) {
|
---|
66 | var clonedSubtree = cloner.Clone(subtree);
|
---|
67 | subtrees.Add(clonedSubtree);
|
---|
68 | clonedSubtree.Parent = this;
|
---|
69 | }
|
---|
70 | }
|
---|
71 | }
|
---|
72 | public override IDeepCloneable Clone(Cloner cloner) {
|
---|
73 | return new SymbolicExpressionTreeNode(this, cloner);
|
---|
74 | }
|
---|
75 |
|
---|
76 | internal SymbolicExpressionTreeNode()
|
---|
77 | : base() {
|
---|
78 | // don't allocate subtrees list here!
|
---|
79 | // because we don't want to allocate it in terminal nodes
|
---|
80 | }
|
---|
81 |
|
---|
82 | public SymbolicExpressionTreeNode(ISymbol symbol)
|
---|
83 | : base() {
|
---|
84 | subtrees = new List<ISymbolicExpressionTreeNode>(3);
|
---|
85 | this.symbol = symbol;
|
---|
86 | }
|
---|
87 |
|
---|
88 |
|
---|
89 | [StorableHook(HookType.AfterDeserialization)]
|
---|
90 | private void AfterDeserialization() {
|
---|
91 | if (subtrees != null) {
|
---|
92 | foreach (var subtree in subtrees)
|
---|
93 | if (subtree.Parent == null)
|
---|
94 | subtree.Parent = this;
|
---|
95 | }
|
---|
96 | }
|
---|
97 |
|
---|
98 | public virtual bool HasLocalParameters {
|
---|
99 | get { return false; }
|
---|
100 | }
|
---|
101 |
|
---|
102 | public virtual IEnumerable<ISymbolicExpressionTreeNode> Subtrees {
|
---|
103 | get { return subtrees; }
|
---|
104 | }
|
---|
105 |
|
---|
106 | public virtual ISymbolicExpressionTreeGrammar Grammar {
|
---|
107 | get { return parent.Grammar; }
|
---|
108 | }
|
---|
109 |
|
---|
110 | public int GetLength() {
|
---|
111 | if (length > 0) return length;
|
---|
112 | else {
|
---|
113 | ushort l = 1;
|
---|
114 | if (subtrees != null) {
|
---|
115 | for (int i = 0; i < subtrees.Count; i++) {
|
---|
116 | checked { l += (ushort)subtrees[i].GetLength(); }
|
---|
117 | }
|
---|
118 | }
|
---|
119 | length = l;
|
---|
120 | return length;
|
---|
121 | }
|
---|
122 | }
|
---|
123 |
|
---|
124 | public int GetDepth() {
|
---|
125 | if (depth > 0) return depth;
|
---|
126 | else {
|
---|
127 | ushort d = 0;
|
---|
128 | if (subtrees != null) {
|
---|
129 | for (int i = 0; i < subtrees.Count; i++) d = Math.Max(d, (ushort)subtrees[i].GetDepth());
|
---|
130 | }
|
---|
131 | d++;
|
---|
132 | depth = d;
|
---|
133 | return depth;
|
---|
134 | }
|
---|
135 | }
|
---|
136 |
|
---|
137 | public int GetBranchLevel(ISymbolicExpressionTreeNode child) {
|
---|
138 | return GetBranchLevel(this, child);
|
---|
139 | }
|
---|
140 |
|
---|
141 | private static int GetBranchLevel(ISymbolicExpressionTreeNode root, ISymbolicExpressionTreeNode point) {
|
---|
142 | if (root == point)
|
---|
143 | return 0;
|
---|
144 | foreach (var subtree in root.Subtrees) {
|
---|
145 | int branchLevel = GetBranchLevel(subtree, point);
|
---|
146 | if (branchLevel < int.MaxValue)
|
---|
147 | return 1 + branchLevel;
|
---|
148 | }
|
---|
149 | return int.MaxValue;
|
---|
150 | }
|
---|
151 |
|
---|
152 | public virtual void ResetLocalParameters(IRandom random) { }
|
---|
153 | public virtual void ShakeLocalParameters(IRandom random, double shakingFactor) { }
|
---|
154 |
|
---|
155 | public int SubtreeCount {
|
---|
156 | get {
|
---|
157 | if (subtrees == null) return 0;
|
---|
158 | return subtrees.Count;
|
---|
159 | }
|
---|
160 | }
|
---|
161 |
|
---|
162 | public virtual ISymbolicExpressionTreeNode GetSubtree(int index) {
|
---|
163 | return subtrees[index];
|
---|
164 | }
|
---|
165 | public virtual int IndexOfSubtree(ISymbolicExpressionTreeNode tree) {
|
---|
166 | return subtrees.IndexOf(tree);
|
---|
167 | }
|
---|
168 | public virtual void AddSubtree(ISymbolicExpressionTreeNode tree) {
|
---|
169 | subtrees.Add(tree);
|
---|
170 | tree.Parent = this;
|
---|
171 | ResetCachedValues();
|
---|
172 | }
|
---|
173 | public virtual void InsertSubtree(int index, ISymbolicExpressionTreeNode tree) {
|
---|
174 | subtrees.Insert(index, tree);
|
---|
175 | tree.Parent = this;
|
---|
176 | ResetCachedValues();
|
---|
177 | }
|
---|
178 | public virtual void RemoveSubtree(int index) {
|
---|
179 | subtrees[index].Parent = null;
|
---|
180 | subtrees.RemoveAt(index);
|
---|
181 | ResetCachedValues();
|
---|
182 | }
|
---|
183 |
|
---|
184 | public IEnumerable<ISymbolicExpressionTreeNode> IterateNodesBreadth() {
|
---|
185 | var list = new List<ISymbolicExpressionTreeNode>(GetLength()) { this };
|
---|
186 | int i = 0;
|
---|
187 | while (i != list.Count) {
|
---|
188 | for (int j = 0; j != list[i].SubtreeCount; ++j)
|
---|
189 | list.Add(list[i].GetSubtree(j));
|
---|
190 | ++i;
|
---|
191 | }
|
---|
192 | return list;
|
---|
193 | }
|
---|
194 |
|
---|
195 | public IEnumerable<ISymbolicExpressionTreeNode> IterateNodesPrefix() {
|
---|
196 | List<ISymbolicExpressionTreeNode> list = new List<ISymbolicExpressionTreeNode>();
|
---|
197 | ForEachNodePrefix((n) => list.Add(n));
|
---|
198 | return list;
|
---|
199 | }
|
---|
200 |
|
---|
201 | public void ForEachNodePrefix(Action<ISymbolicExpressionTreeNode> a) {
|
---|
202 | a(this);
|
---|
203 | if (subtrees != null) {
|
---|
204 | //avoid linq to reduce memory pressure
|
---|
205 | for (int i = 0; i < subtrees.Count; i++) {
|
---|
206 | subtrees[i].ForEachNodePrefix(a);
|
---|
207 | }
|
---|
208 | }
|
---|
209 | }
|
---|
210 |
|
---|
211 | public IEnumerable<ISymbolicExpressionTreeNode> IterateNodesPostfix() {
|
---|
212 | List<ISymbolicExpressionTreeNode> list = new List<ISymbolicExpressionTreeNode>();
|
---|
213 | ForEachNodePostfix((n) => list.Add(n));
|
---|
214 | return list;
|
---|
215 | }
|
---|
216 |
|
---|
217 | public void ForEachNodePostfix(Action<ISymbolicExpressionTreeNode> a) {
|
---|
218 | if (subtrees != null) {
|
---|
219 | //avoid linq to reduce memory pressure
|
---|
220 | for (int i = 0; i < subtrees.Count; i++) {
|
---|
221 | subtrees[i].ForEachNodePostfix(a);
|
---|
222 | }
|
---|
223 | }
|
---|
224 | a(this);
|
---|
225 | }
|
---|
226 |
|
---|
227 | public override string ToString() {
|
---|
228 | if (Symbol != null) return Symbol.Name;
|
---|
229 | return "SymbolicExpressionTreeNode";
|
---|
230 | }
|
---|
231 |
|
---|
232 | private void ResetCachedValues() {
|
---|
233 | length = 0; depth = 0;
|
---|
234 | SymbolicExpressionTreeNode parentNode = parent as SymbolicExpressionTreeNode;
|
---|
235 | if (parentNode != null) parentNode.ResetCachedValues();
|
---|
236 | }
|
---|
237 | }
|
---|
238 | }
|
---|