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source: trunk/sources/HeuristicLab.GP/3.4/FunctionBase.cs @ 2236

Last change on this file since 2236 was 1914, checked in by epitzer, 15 years ago

Migration of DataAnalysis, GP, GP.StructureIdentification and Modeling to new Persistence-3.3 (#603)

File size: 5.8 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2008 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.Text;
25using HeuristicLab.Data;
26using HeuristicLab.Core;
27using System.Xml;
28using HeuristicLab.Constraints;
29using System.Diagnostics;
30using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
31
32namespace HeuristicLab.GP {
33  /// <summary>
34  /// Functions are like operators except that they do not allow sub-operators and the normal form of evaluation
35  /// is to evaluate all children first.
36  /// </summary>
37  [EmptyStorableClass]
38  public abstract class FunctionBase : OperatorBase, IFunction {
39
40    public const string INITIALIZATION = "Initialization";
41    public const string MANIPULATION = "Manipulation";
42    private List<IFunction>[] allowedSubFunctions;
43    private int minArity = -1;
44    private int maxArity = -1;
45
46    public virtual double Apply() {
47      throw new NotImplementedException();
48    }
49
50    public virtual IFunctionTree GetTreeNode() {
51      return new BakedFunctionTree(this);
52    }
53
54    public int MinArity {
55      get {
56        if(minArity < 0) RefreshArity();
57        return minArity;
58      }
59    }
60
61    public int MaxArity {
62      get {
63        if(maxArity < 0) RefreshArity();
64        return maxArity;
65      }
66    }
67
68    private void RefreshArity() {
69      minArity = 2; maxArity = 2; // default arity is 2
70      foreach(IConstraint constraint in Constraints) {
71        NumberOfSubOperatorsConstraint theConstraint = constraint as NumberOfSubOperatorsConstraint;
72        if(theConstraint != null) {
73          minArity = theConstraint.MinOperators.Data;
74          maxArity = theConstraint.MaxOperators.Data;
75        }
76      }
77    }
78
79    public IList<IFunction> AllowedSubFunctions(int index) {
80      if(allowedSubFunctions == null) {
81        // first time: analyze the constraint and create a cached copy of the allowed sub-functions
82        allowedSubFunctions = new List<IFunction>[MaxArity];
83        for(int i = 0; i < MaxArity; i++) {
84          allowedSubFunctions[i] = GetAllowedSubFunctions(i);
85        }
86      }
87      return allowedSubFunctions[index];
88    }
89
90    private List<IFunction> GetAllowedSubFunctions(int index) {
91      List<IFunction> allowedSubFunctions = new List<IFunction>();
92      foreach(IConstraint constraint in Constraints) {
93        if(constraint is SubOperatorTypeConstraint) {
94          SubOperatorTypeConstraint subOpConstraint = constraint as SubOperatorTypeConstraint;
95          if(subOpConstraint.SubOperatorIndex.Data == index) {
96            foreach(IFunction f in subOpConstraint.AllowedSubOperators) allowedSubFunctions.Add(f);
97            subOpConstraint.Changed += new EventHandler(subOpConstraint_Changed); // register an event-handler to invalidate the cache on constraing changes
98            return allowedSubFunctions;
99          }
100        } else if(constraint is AllSubOperatorsTypeConstraint) {
101          AllSubOperatorsTypeConstraint subOpConstraint = constraint as AllSubOperatorsTypeConstraint;
102          foreach(IFunction f in subOpConstraint.AllowedSubOperators) allowedSubFunctions.Add(f);
103          subOpConstraint.Changed += new EventHandler(subOpConstraint_Changed); // register an event-handler to invalidate the cache on constraint changes
104          return allowedSubFunctions;
105        }
106      }
107      return allowedSubFunctions;
108    }
109
110    private void subOpConstraint_Changed(object sender, EventArgs e) {
111      allowedSubFunctions = null;
112    }
113
114    // operator-tree style evaluation is not supported for functions.
115    public override IOperation Apply(IScope scope) {
116      throw new NotSupportedException();
117    }
118
119    private static readonly List<IOperator> emptySubOperatorList = new List<IOperator>();
120    public override IList<IOperator> SubOperators {
121      get { return emptySubOperatorList; }
122    }
123
124    public override void AddSubOperator(IOperator subOperator) {
125      throw new NotSupportedException();
126    }
127
128    public override bool TryAddSubOperator(IOperator subOperator) {
129      throw new NotSupportedException();
130    }
131
132    public override bool TryAddSubOperator(IOperator subOperator, int index) {
133      throw new NotSupportedException();
134    }
135
136    public override bool TryAddSubOperator(IOperator subOperator, int index, out ICollection<IConstraint> violatedConstraints) {
137      throw new NotSupportedException();
138    }
139
140    public override bool TryAddSubOperator(IOperator subOperator, out ICollection<IConstraint> violatedConstraints) {
141      throw new NotSupportedException();
142    }
143
144    public override void AddSubOperator(IOperator subOperator, int index) {
145      throw new NotSupportedException();
146    }
147
148    public override void RemoveSubOperator(int index) {
149      throw new NotSupportedException();
150    }
151
152    public override bool TryRemoveSubOperator(int index) {
153      throw new NotSupportedException();
154    }
155
156    public override bool TryRemoveSubOperator(int index, out ICollection<IConstraint> violatedConstraints) {
157      throw new NotSupportedException();
158    }
159  }
160}
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