| 1 | package weka.clusterers.forMetisMQI.graph; |
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| 2 | |
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| 3 | import java.util.HashSet; |
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| 4 | import java.util.Iterator; |
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| 5 | import java.util.Set; |
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| 6 | |
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| 7 | import weka.clusterers.forMetisMQI.util.Random; |
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| 8 | |
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| 9 | |
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| 10 | |
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| 11 | public class Bisection { |
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| 12 | |
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| 13 | private Subgraph a = null; |
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| 14 | |
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| 15 | private Subgraph b = null; |
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| 16 | |
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| 17 | private Set<Node> marked = null; |
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| 18 | |
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| 19 | private UndirectedGraph g = null; |
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| 20 | |
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| 21 | private Bisection() { |
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| 22 | } |
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| 23 | |
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| 24 | /** |
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| 25 | * Initialize the bisection with a given subgraph. |
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| 26 | * @param s |
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| 27 | */ |
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| 28 | public Bisection(Subgraph s) { |
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| 29 | g = s.getGraph(); |
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| 30 | a = s; |
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| 31 | b = new Subgraph(g); |
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| 32 | Iterator<Node> graphIterator = g.getVertices().iterator(); |
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| 33 | while(graphIterator.hasNext()) { |
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| 34 | Node u = graphIterator.next(); |
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| 35 | if(!s.contains(u)) |
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| 36 | b.addVertex(u); |
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| 37 | } |
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| 38 | marked = new HashSet<Node>(); |
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| 39 | } |
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| 40 | |
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| 41 | /** |
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| 42 | * Creates a bisection choosing randomly the nodes for each subgraph. |
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| 43 | * @param g |
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| 44 | */ |
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| 45 | public Bisection(UndirectedGraph g){ |
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| 46 | double limitingProbabilities = 0.1; |
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| 47 | this.g = g; |
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| 48 | a = new Subgraph(g); |
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| 49 | b = new Subgraph(g); |
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| 50 | Iterator<Node> graph = g.vtxsPermutation().iterator(); |
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| 51 | while(graph.hasNext()) { |
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| 52 | Node u = graph.next(); |
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| 53 | if(Random.instance().nextDouble() < limitingProbabilities) |
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| 54 | a.addVertex(u); |
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| 55 | else |
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| 56 | b.addVertex(u); |
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| 57 | } |
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| 58 | marked = new HashSet<Node>(); |
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| 59 | } |
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| 60 | |
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| 61 | public UndirectedGraph getGraph() { |
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| 62 | return g; |
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| 63 | } |
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| 64 | |
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| 65 | /** |
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| 66 | * Returns the node marked as candidate for swapping or <code>null</code> if there aren't node available |
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| 67 | * for swapping. |
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| 68 | * @return |
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| 69 | */ |
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| 70 | public Node getCandidate() { |
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| 71 | Node u; |
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| 72 | if(a.getVertexCount() > b.getVertexCount()) { |
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| 73 | u = a.getCandidate(marked); |
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| 74 | if(u == null) |
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| 75 | u = b.getCandidate(marked); |
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| 76 | } else { |
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| 77 | u = b.getCandidate(marked); |
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| 78 | if(u == null) |
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| 79 | u = a.getCandidate(marked); |
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| 80 | } |
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| 81 | if(u != null) { |
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| 82 | marked.add(u); |
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| 83 | } |
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| 84 | return u; |
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| 85 | } |
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| 86 | |
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| 87 | public void swap(Node u) { |
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| 88 | Subgraph from = fromSubgraph(u); |
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| 89 | Subgraph to = toSubgraph(u); |
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| 90 | from.removeVertex(u); |
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| 91 | to.addVertex(u); |
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| 92 | } |
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| 93 | |
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| 94 | private Subgraph fromSubgraph(Node u) { |
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| 95 | Subgraph ret = null; |
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| 96 | if(a.contains(u)) |
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| 97 | ret = a; |
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| 98 | if(b.contains(u)) |
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| 99 | ret = b; |
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| 100 | return ret; |
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| 101 | } |
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| 102 | |
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| 103 | private Subgraph toSubgraph(Node u) { |
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| 104 | Subgraph ret = null; |
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| 105 | if(!a.contains(u)) |
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| 106 | ret = a; |
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| 107 | if(!b.contains(u)) |
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| 108 | ret = b; |
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| 109 | return ret; |
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| 110 | } |
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| 111 | |
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| 112 | public int edgeCut() { |
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| 113 | int acc = a.getExternalDegree() + b.getExternalDegree(); |
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| 114 | return acc; |
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| 115 | } |
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| 116 | |
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| 117 | public Subgraph getSubgraph() { |
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| 118 | return a; |
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| 119 | } |
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| 120 | |
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| 121 | public Subgraph getComplement() { |
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| 122 | return b; |
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| 123 | } |
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| 124 | |
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| 125 | public Bisection clone(){ |
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| 126 | Bisection clone = new Bisection(); |
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| 127 | clone.a = (Subgraph) a.clone(); |
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| 128 | clone.b = (Subgraph) b.clone(); |
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| 129 | clone.g = g.clone(); |
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| 130 | clone.marked = new HashSet<Node>(); |
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| 131 | return clone; |
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| 132 | } |
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| 133 | |
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| 134 | @Override |
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| 135 | public String toString(){ |
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| 136 | String out = a.toString(); |
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| 137 | out = out + "\n"; |
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| 138 | out = out + b.toString(); |
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| 139 | return out; |
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| 140 | } |
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| 141 | |
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| 142 | public Subgraph getLargerSubgraph() { |
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| 143 | if(a.getVertexCount() < b.getVertexCount()) |
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| 144 | return b; |
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| 145 | else |
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| 146 | return a; |
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| 147 | } |
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| 148 | |
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| 149 | /** |
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| 150 | * Returns the smaller subgraph of this bisection, null otherwise. |
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| 151 | * @return |
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| 152 | */ |
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| 153 | public Subgraph getSmallerSubgraph() { |
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| 154 | if(a.getVertexCount() < b.getVertexCount()) |
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| 155 | return a; |
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| 156 | else |
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| 157 | return b; |
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| 158 | } |
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| 159 | } |
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