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source: trunk/sources/HeuristicLab.GP.StructureIdentification.Networks/3.2/Symbols/OpenParameter.cs @ 3188

Last change on this file since 3188 was 2616, checked in by gkronber, 15 years ago

Initial commit of plugin for GP based network or equation modeling. #833

File size: 3.5 KB
RevLine 
[2616]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
22
23using HeuristicLab.Operators;
24using HeuristicLab.Random;
25using HeuristicLab.Data;
26namespace HeuristicLab.GP.StructureIdentification.Networks {
27  public sealed class OpenParameter : Terminal {
28    public const string OFFSET = "SampleOffset";
29    public const string VARIABLENAME = "Variable";
30
31    private int minOffset;
32    private int maxOffset;
33
34    public override string Description {
35      get {
36        return @"";
37      }
38    }
39
40    public OpenParameter()
41      : base() {
42      SetupInitialization();
43      SetupManipulation();
44    }
45
46    public override HeuristicLab.GP.Interfaces.IFunctionTree GetTreeNode() {
47      return new OpenParameterFunctionTree(this);
48    }
49
50    private void SetupInitialization() {
51      CombinedOperator combinedOp = new CombinedOperator();
52      SequentialProcessor seq = new SequentialProcessor();
53      UniformRandomizer offsetRandomizer = new UniformRandomizer();
54      offsetRandomizer.Min = minOffset;
55      offsetRandomizer.Max = maxOffset + 1;
56      offsetRandomizer.GetVariableInfo("Value").ActualName = OFFSET;
57      offsetRandomizer.Name = "Offset Randomizer";
58
59      combinedOp.OperatorGraph.AddOperator(seq);
60      combinedOp.OperatorGraph.AddOperator(offsetRandomizer);
61      combinedOp.OperatorGraph.InitialOperator = seq;
62      seq.AddSubOperator(offsetRandomizer);
63      Initializer = combinedOp;
64    }
65
66    private void SetupManipulation() {
67      // manipulation operator
68      CombinedOperator combinedOp = new CombinedOperator();
69      SequentialProcessor seq = new SequentialProcessor();
70      NormalRandomAdder offsetRandomAdder = new NormalRandomAdder();
71      offsetRandomAdder.Mu = 0.0;
72      offsetRandomAdder.Sigma = 1.0;
73      offsetRandomAdder.GetVariableInfo("Value").ActualName = OFFSET;
74      offsetRandomAdder.Name = "Offset Adder";
75      offsetRandomAdder.GetVariableInfo("MinValue").Local = true;
76      offsetRandomAdder.AddVariable(new HeuristicLab.Core.Variable("MinValue", new DoubleData(minOffset)));
77      offsetRandomAdder.GetVariableInfo("MaxValue").Local = true;
78      offsetRandomAdder.AddVariable(new HeuristicLab.Core.Variable("MaxValue", new DoubleData(maxOffset + 1)));
79
80      combinedOp.OperatorGraph.AddOperator(seq);
81      combinedOp.OperatorGraph.AddOperator(offsetRandomAdder);
82      combinedOp.OperatorGraph.InitialOperator = seq;
83      seq.AddSubOperator(offsetRandomAdder);
84      Manipulator = combinedOp;
85    }
86
87    public void SetConstraints(int minSampleOffset, int maxSampleOffset) {
88      this.minOffset = minSampleOffset;
89      this.maxOffset = maxSampleOffset;
90      SetupInitialization();
91      SetupManipulation();
92    }
93  }
94}
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