1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using HeuristicLab.Common;
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23 | using HeuristicLab.Core;
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24 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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25 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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26 | using HeuristicLab.Random;
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27 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
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28 | [StorableClass]
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29 | public sealed class ConstantTreeNode : SymbolicExpressionTreeTerminalNode {
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30 | public new Constant Symbol {
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31 | get { return (Constant)base.Symbol; }
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32 | }
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33 |
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34 | private double constantValue;
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35 | [Storable]
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36 | public double Value {
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37 | get { return constantValue; }
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38 | set { constantValue = value; }
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39 | }
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40 |
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41 | [StorableConstructor]
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42 | private ConstantTreeNode(bool deserializing) : base(deserializing) { }
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43 |
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44 | private ConstantTreeNode(ConstantTreeNode original, Cloner cloner)
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45 | : base(original, cloner) {
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46 | constantValue = original.constantValue;
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47 | }
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48 |
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49 | private ConstantTreeNode() : base() { }
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50 | public ConstantTreeNode(Constant constantSymbol) : base(constantSymbol) { }
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51 |
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52 | public override bool HasLocalParameters {
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53 | get {
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54 | return true;
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55 | }
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56 | }
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57 | public override void ResetLocalParameters(IRandom random) {
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58 | base.ResetLocalParameters(random);
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59 | var range = Symbol.MaxValue - Symbol.MinValue;
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60 | Value = random.NextDouble() * range + Symbol.MinValue;
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61 | }
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62 |
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63 | public override void ShakeLocalParameters(IRandom random, double shakingFactor) {
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64 | base.ShakeLocalParameters(random, shakingFactor);
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65 | // 50% additive & 50% multiplicative
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66 | if (random.NextDouble() < 0.5) {
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67 | double x = NormalDistributedRandom.NextDouble(random, Symbol.ManipulatorMu, Symbol.ManipulatorSigma);
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68 | Value = Value + x * shakingFactor;
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69 | } else {
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70 | double x = NormalDistributedRandom.NextDouble(random, 1.0, Symbol.MultiplicativeManipulatorSigma);
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71 | Value = Value * x;
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72 | }
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73 | }
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74 |
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75 | public override IDeepCloneable Clone(Cloner cloner) {
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76 | return new ConstantTreeNode(this, cloner);
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77 | }
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78 |
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79 | public override string ToString() {
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80 | return constantValue.ToString("E4");
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81 | }
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82 | }
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83 | }
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