[7128] | 1 | using System;
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| 2 | using System.Collections.Generic;
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| 3 | using System.Linq;
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| 4 | using System.Text;
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| 5 | using HeuristicLab.Core;
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| 6 | using HeuristicLab.Common.Resources;
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| 7 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 8 | using HeuristicLab.Common;
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| 9 | using HeuristicLab.Encodings.BinaryVectorEncoding;
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[7202] | 10 | using System.Drawing;
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[7128] | 11 |
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| 12 | namespace HeuristicLab.Analysis.FitnessLandscape.DistanceCalculators {
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| 13 |
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| 14 | [Item("BinaryVectorDistanceCalculator", "Calculates the hamming distance of two binary vectors")]
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| 15 | [StorableClass]
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| 16 | public class BinaryVectorDistanceCalculator : NamedItem, IItemDistanceCalculator {
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| 17 |
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| 18 | #region Properties
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| 19 |
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| 20 | public override bool CanChangeName { get { return false; } }
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| 21 | public override bool CanChangeDescription { get { return false; } }
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[7202] | 22 | public static new Image StaticItemImage { get { return VSImageLibrary.Function; } }
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[7128] | 23 |
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| 24 | #endregion
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| 25 |
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| 26 | #region Construction & Cloning
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| 27 |
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| 28 | [StorableConstructor]
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| 29 | protected BinaryVectorDistanceCalculator(bool deserializing) : base(deserializing) { }
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| 30 |
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| 31 | protected BinaryVectorDistanceCalculator(BinaryVectorDistanceCalculator original, Cloner cloner)
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| 32 | : base(original, cloner) {
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| 33 | }
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| 34 |
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| 35 | public BinaryVectorDistanceCalculator() {
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| 36 | name = ItemName;
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| 37 | description = ItemDescription;
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| 38 | }
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| 39 |
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| 40 | public override IDeepCloneable Clone(Cloner cloner) {
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| 41 | return new BinaryVectorDistanceCalculator(this, cloner);
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| 42 | }
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| 43 |
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| 44 | #endregion
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| 45 |
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| 46 | #region IItemDistanceCalculator Members
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| 47 |
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| 48 | public Type ItemType {
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| 49 | get { return typeof(BinaryVector); }
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| 50 | }
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| 51 |
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| 52 | public double Distance(IItem x, IItem y) {
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| 53 | BinaryVector a = (BinaryVector)x;
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| 54 | BinaryVector b = (BinaryVector)y;
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| 55 | if (a.Length != b.Length)
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| 56 | throw new InvalidOperationException("Cannot compare vectors of different lengths");
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| 57 | double nEqualBits = 0;
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| 58 | for (int i = 0; i < a.Length; i++) {
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| 59 | if (a[i] == b[i])
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| 60 | nEqualBits++;
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| 61 | }
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| 62 | return Math.Max(a.Length, b.Length) - nEqualBits;
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| 63 | }
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| 64 |
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| 65 | #endregion
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| 66 | }
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| 67 | }
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