[10562] | 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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[10563] | 11 | protected SymbolicExpressionTreeNodeSimilarityComparer(bool deserializing) : base(deserializing) { }
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| 12 | protected SymbolicExpressionTreeNodeSimilarityComparer(SymbolicExpressionTreeNodeSimilarityComparer original, Cloner cloner)
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[10562] | 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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