1 | using HeuristicLab.Common;
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2 | using HeuristicLab.Core;
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3 | using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding;
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4 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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5 |
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6 | namespace HeuristicLab.Problems.DataAnalysis.Symbolic {
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7 | [Item("SymbolicExpressionTreeNodeSimilarityComparer", "A comparison operator that checks node equality based on different similarity measures.")]
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8 | [StorableClass]
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9 | public class SymbolicExpressionTreeNodeSimilarityComparer : Item, ISymbolicExpressionTreeNodeSimilarityComparer {
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10 | [StorableConstructor]
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11 | protected SymbolicExpressionTreeNodeSimilarityComparer(bool deserializing) : base(deserializing) { }
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12 | protected SymbolicExpressionTreeNodeSimilarityComparer(SymbolicExpressionTreeNodeSimilarityComparer original, Cloner cloner)
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13 | : base(original, cloner) {
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14 | matchConstantValues = original.matchConstantValues;
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15 | matchVariableNames = original.matchVariableNames;
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16 | matchVariableWeights = original.matchVariableWeights;
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17 | }
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18 | public override IDeepCloneable Clone(Cloner cloner) { return new SymbolicExpressionTreeNodeSimilarityComparer(this, cloner); }
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19 |
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20 | // more flexible matching criteria
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21 | [Storable]
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22 | private bool matchConstantValues;
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23 | public bool MatchConstantValues {
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24 | get { return matchConstantValues; }
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25 | set { matchConstantValues = value; }
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26 | }
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27 |
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28 | [Storable]
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29 | private bool matchVariableNames;
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30 | public bool MatchVariableNames {
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31 | get { return matchVariableNames; }
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32 | set { matchVariableNames = value; }
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33 | }
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34 |
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35 | [Storable]
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36 | private bool matchVariableWeights;
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37 | public bool MatchVariableWeights {
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38 | get { return matchVariableWeights; }
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39 | set { matchVariableWeights = value; }
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40 | }
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41 |
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42 | [StorableHook(HookType.AfterDeserialization)]
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43 | private void AfterDeserialization() {
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44 | }
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45 |
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46 | public SymbolicExpressionTreeNodeSimilarityComparer() {
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47 | matchConstantValues = true;
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48 | matchVariableNames = true;
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49 | matchVariableWeights = true;
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50 | }
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51 |
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52 | public int GetHashCode(ISymbolicExpressionTreeNode n) {
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53 | return n.ToString().ToLower().GetHashCode();
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54 | }
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55 |
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56 | public bool Equals(ISymbolicExpressionTreeNode a, ISymbolicExpressionTreeNode b) {
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57 | if (!(a is SymbolicExpressionTreeTerminalNode))
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58 | // if a and b are non terminal nodes, check equality of symbol names
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59 | return !(b is SymbolicExpressionTreeTerminalNode) && a.Symbol.Name.Equals(b.Symbol.Name);
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60 | var va = a as VariableTreeNode;
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61 | if (va != null) {
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62 | var vb = b as VariableTreeNode;
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63 | if (vb == null) return false;
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64 |
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65 | return (!MatchVariableNames || va.VariableName.Equals(vb.VariableName)) && (!MatchVariableWeights || va.Weight.Equals(vb.Weight));
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66 | }
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67 | var ca = a as ConstantTreeNode;
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68 | if (ca != null) {
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69 | var cb = b as ConstantTreeNode;
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70 | if (cb == null) return false;
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71 | return (!MatchConstantValues || ca.Value.Equals(cb.Value));
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72 | }
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73 | return false;
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74 | }
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75 | }
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76 | }
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