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source: branches/HeuristicLab.EvolutionTracking/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs @ 10650

Last change on this file since 10650 was 10650, checked in by bburlacu, 10 years ago

#1772: Added new SymbolicDataAnalysisGenealogyView and added support for the tracing of building blocks (finding the constituent ancestral elements of a selected subtree).

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    /trunk/sources/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.csmergedeligible
    /branches/Benchmarking/sources/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs6917-7005
    /branches/CloningRefactoring/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs4656-4721
    /branches/DataAnalysis Refactoring/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5471-5473
    /branches/DataAnalysis SolutionEnsembles/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5815-6180
    /branches/DataAnalysis/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs4458-4459,​4462,​4464
    /branches/ExportSymbolicDataAnalysisSolutions/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs9511-9585
    /branches/GP.Grammar.Editor/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs6284-6795
    /branches/GP.Symbols (TimeLag, Diff, Integral)/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5060
    /branches/HLScript/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs10331-10358
    /branches/HeuristicLab.DataAnalysis.Symbolic.LinearInterpreter/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs9271-9826
    /branches/HeuristicLab.TimeSeries/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs7098-8789
    /branches/HeuristicLab.TreeSimplifier/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs8388-8942
    /branches/LogResidualEvaluator/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs10202-10483
    /branches/NET40/sources/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5138-5162
    /branches/ParallelEngine/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5175-5192
    /branches/ProblemInstancesRegressionAndClassification/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs7568-7810
    /branches/QAPAlgorithms/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs6350-6627
    /branches/Restructure trunk solution/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs6828
    /branches/SpectralKernelForGaussianProcesses/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs10204-10479
    /branches/SuccessProgressAnalysis/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5370-5682
    /branches/Trunk/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs6829-6865
    /branches/VNS/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5594-5752
    /branches/histogram/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs5959-6341
    /stable/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/Matching/SymbolicExpressionTreeMaxCommonSequenceCalculator.cs10032-10033
File size: 1.6 KB
Line 
1using System;
2using System.Collections.Generic;
3
4namespace HeuristicLab.Problems.DataAnalysis.Symbolic.Matching {
5  public class MaxCommonSequenceCalculator<T, U>
6    where T : class
7    where U : IEqualityComparer<T> {
8
9    public U Comparer { get; set; }
10    private int[,] matrix;
11    private List<T> sequence;
12
13    /// <summary>
14    /// Calculate the maximal common subsequence between arrays a and b and return it
15    /// </summary>
16    /// <param name="a"></param>
17    /// <param name="b"></param>
18    /// <returns></returns>
19    public IEnumerable<T> Calculate(T[] a, T[] b) {
20      int m = a.Length;
21      int n = b.Length;
22
23      if (m == 0 || n == 0) return null;
24      sequence = new List<T>();
25      matrix = new int[m + 1, n + 1];
26
27      for (int i = 0; i <= m; ++i) {
28        for (int j = 0; j <= n; ++j) {
29          if (i == 0 || j == 0) {
30            matrix[i, j] = 0;
31          } else if (Comparer.Equals(a[i - 1], b[j - 1])) {
32            matrix[i, j] = matrix[i - 1, j - 1] + 1;
33          } else {
34            matrix[i, j] = Math.Max(matrix[i - 1, j], matrix[i, j - 1]);
35          }
36        }
37      }
38      recon(a, b, n, m);
39      return sequence;
40    }
41
42    private void recon(T[] a, T[] b, int i, int j) {
43      while (true) {
44        if (i == 0 || j == 0) return;
45        if (Comparer.Equals(a[i - 1], b[j - 1])) {
46          recon(a, b, i - 1, j - 1);
47          sequence.Add(a[i - 1]);
48        } else if (matrix[i - 1, j] > matrix[i, j - 1]) {
49          i = i - 1;
50          continue;
51        } else {
52          j = j - 1;
53          continue;
54        }
55        break;
56      }
57    }
58  }
59}
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