| 1 | // -*- C++ -*- | 
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| 2 | /* | 
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| 3 | preflow.h | 
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| 4 | by jacint. | 
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| 5 | Heuristics: | 
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| 6 | 2 phase | 
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| 7 | gap | 
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| 8 | list 'level_list' on the nodes on level i implemented by hand | 
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| 9 | stack 'active' on the active nodes on level i implemented by hand | 
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| 10 | runs heuristic 'highest label' for H1*n relabels | 
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| 11 | runs heuristic 'bound decrease' for H0*n relabels, starts with 'highest label' | 
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| 12 |  | 
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| 13 | Parameters H0 and H1 are initialized to 20 and 10. | 
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| 14 |  | 
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| 15 | The best preflow I could ever write. | 
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| 16 |  | 
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| 17 | The constructor runs the algorithm. | 
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| 18 |  | 
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| 19 | Members: | 
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| 20 |  | 
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| 21 | T maxFlow() : returns the value of a maximum flow | 
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| 22 |  | 
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| 23 | T flowOnEdge(EdgeIt e) : for a fixed maximum flow x it returns x(e) | 
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| 24 |  | 
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| 25 | FlowMap Flow() : returns the fixed maximum flow x | 
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| 26 |  | 
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| 27 | void minMinCut(CutMap& M) : sets M to the characteristic vector of the | 
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| 28 | minimum min cut. M should be a map of bools initialized to false. | 
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| 29 |  | 
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| 30 | void maxMinCut(CutMap& M) : sets M to the characteristic vector of the | 
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| 31 | maximum min cut. M should be a map of bools initialized to false. | 
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| 32 |  | 
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| 33 | void minCut(CutMap& M) : sets M to the characteristic vector of | 
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| 34 | a min cut. M should be a map of bools initialized to false. | 
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| 35 |  | 
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| 36 | */ | 
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| 37 |  | 
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| 38 | #ifndef PREFLOW_H | 
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| 39 | #define PREFLOW_H | 
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| 40 |  | 
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| 41 | #define H0 20 | 
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| 42 | #define H1 1 | 
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| 43 |  | 
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| 44 | #include <vector> | 
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| 45 | #include <queue> | 
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| 46 |  | 
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| 47 | #include <time_measure.h> | 
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| 48 |  | 
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| 49 | namespace hugo { | 
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| 50 |  | 
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| 51 | template <typename Graph, typename T, | 
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| 52 | typename FlowMap=typename Graph::EdgeMap<T>, | 
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| 53 | typename CapMap=typename Graph::EdgeMap<T> > | 
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| 54 | class preflow { | 
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| 55 |  | 
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| 56 | typedef typename Graph::NodeIt NodeIt; | 
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| 57 | typedef typename Graph::EdgeIt EdgeIt; | 
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| 58 | typedef typename Graph::EachNodeIt EachNodeIt; | 
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| 59 | typedef typename Graph::OutEdgeIt OutEdgeIt; | 
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| 60 | typedef typename Graph::InEdgeIt InEdgeIt; | 
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| 61 |  | 
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| 62 | Graph& G; | 
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| 63 | NodeIt s; | 
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| 64 | NodeIt t; | 
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| 65 | FlowMap flow; | 
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| 66 | CapMap& capacity; | 
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| 67 | T value; | 
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| 68 |  | 
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| 69 | public: | 
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| 70 | double time; | 
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| 71 | preflow(Graph& _G, NodeIt _s, NodeIt _t, CapMap& _capacity ) : | 
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| 72 | G(_G), s(_s), t(_t), flow(_G, 0), capacity(_capacity) | 
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| 73 | { | 
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| 74 |  | 
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| 75 | bool phase=0;        //phase 0 is the 1st phase, phase 1 is the 2nd | 
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| 76 | int n=G.nodeNum(); | 
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| 77 | int heur0=(int)(H0*n);  //time while running 'bound decrease' | 
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| 78 | int heur1=(int)(H1*n);  //time while running 'highest label' | 
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| 79 | int heur=heur1;         //starting time interval (#of relabels) | 
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| 80 | bool what_heur=1; | 
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| 81 | /* | 
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| 82 | what_heur is 0 in case 'bound decrease' | 
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| 83 | and 1 in case 'highest label' | 
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| 84 | */ | 
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| 85 | bool end=false; | 
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| 86 | /* | 
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| 87 | Needed for 'bound decrease', 'true' | 
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| 88 | means no active nodes are above bound b. | 
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| 89 | */ | 
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| 90 | int relabel=0; | 
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| 91 | int k=n-2;  //bound on the highest level under n containing a node | 
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| 92 | int b=k;    //bound on the highest level under n of an active node | 
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| 93 |  | 
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| 94 | typename Graph::NodeMap<int> level(G,n); | 
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| 95 | typename Graph::NodeMap<T> excess(G); | 
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| 96 |  | 
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| 97 | std::vector<NodeIt> active(n); | 
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| 98 | typename Graph::NodeMap<NodeIt> next(G); | 
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| 99 | //Stack of the active nodes in level i < n. | 
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| 100 | //We use it in both phases. | 
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| 101 |  | 
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| 102 | typename Graph::NodeMap<NodeIt> left(G); | 
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| 103 | typename Graph::NodeMap<NodeIt> right(G); | 
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| 104 | std::vector<NodeIt> level_list(n); | 
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| 105 | /* | 
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| 106 | List of the nodes in level i<n. | 
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| 107 | */ | 
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| 108 |  | 
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| 109 | /*Reverse_bfs from t, to find the starting level.*/ | 
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| 110 | level.set(t,0); | 
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| 111 | std::queue<NodeIt> bfs_queue; | 
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| 112 | bfs_queue.push(t); | 
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| 113 |  | 
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| 114 | while (!bfs_queue.empty()) { | 
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| 115 |  | 
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| 116 | NodeIt v=bfs_queue.front(); | 
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| 117 | bfs_queue.pop(); | 
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| 118 | int l=level.get(v)+1; | 
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| 119 |  | 
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| 120 | for(InEdgeIt e=G.template first<InEdgeIt>(v); e.valid(); ++e) { | 
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| 121 | NodeIt w=G.tail(e); | 
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| 122 | if ( level.get(w) == n && w != s ) { | 
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| 123 | bfs_queue.push(w); | 
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| 124 | NodeIt first=level_list[l]; | 
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| 125 | if ( first != 0 ) left.set(first,w); | 
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| 126 | right.set(w,first); | 
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| 127 | level_list[l]=w; | 
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| 128 | level.set(w, l); | 
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| 129 | } | 
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| 130 | } | 
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| 131 | } | 
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| 132 |  | 
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| 133 | level.set(s,n); | 
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| 134 |  | 
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| 135 |  | 
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| 136 | /* Starting flow. It is everywhere 0 at the moment. */ | 
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| 137 | for(OutEdgeIt e=G.template first<OutEdgeIt>(s); e.valid(); ++e) | 
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| 138 | { | 
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| 139 | T c=capacity.get(e); | 
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| 140 | if ( c == 0 ) continue; | 
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| 141 | NodeIt w=G.head(e); | 
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| 142 | if ( level.get(w) < n ) { | 
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| 143 | if ( excess.get(w) == 0 && w!=t ) { | 
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| 144 | next.set(w,active[level.get(w)]); | 
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| 145 | active[level.get(w)]=w; | 
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| 146 | } | 
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| 147 | flow.set(e, c); | 
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| 148 | excess.set(w, excess.get(w)+c); | 
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| 149 | } | 
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| 150 | } | 
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| 151 |  | 
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| 152 | /* | 
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| 153 | End of preprocessing | 
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| 154 | */ | 
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| 155 |  | 
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| 156 |  | 
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| 157 |  | 
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| 158 | /* | 
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| 159 | Push/relabel on the highest level active nodes. | 
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| 160 | */ | 
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| 161 | while ( true ) { | 
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| 162 |  | 
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| 163 | if ( b == 0 ) { | 
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| 164 | if ( phase ) break; | 
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| 165 |  | 
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| 166 | if ( !what_heur && !end && k > 0 ) { | 
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| 167 | b=k; | 
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| 168 | end=true; | 
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| 169 | } else { | 
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| 170 | phase=1; | 
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| 171 | time=currTime(); | 
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| 172 | level.set(s,0); | 
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| 173 | std::queue<NodeIt> bfs_queue; | 
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| 174 | bfs_queue.push(s); | 
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| 175 |  | 
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| 176 | while (!bfs_queue.empty()) { | 
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| 177 |  | 
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| 178 | NodeIt v=bfs_queue.front(); | 
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| 179 | bfs_queue.pop(); | 
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| 180 | int l=level.get(v)+1; | 
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| 181 |  | 
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| 182 | for(InEdgeIt e=G.template first<InEdgeIt>(v); e.valid(); ++e) { | 
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| 183 | if ( capacity.get(e) == flow.get(e) ) continue; | 
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| 184 | NodeIt u=G.tail(e); | 
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| 185 | if ( level.get(u) >= n ) { | 
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| 186 | bfs_queue.push(u); | 
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| 187 | level.set(u, l); | 
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| 188 | if ( excess.get(u) > 0 ) { | 
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| 189 | next.set(u,active[l]); | 
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| 190 | active[l]=u; | 
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| 191 | } | 
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| 192 | } | 
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| 193 | } | 
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| 194 |  | 
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| 195 | for(OutEdgeIt e=G.template first<OutEdgeIt>(v); e.valid(); ++e) { | 
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| 196 | if ( 0 == flow.get(e) ) continue; | 
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| 197 | NodeIt u=G.head(e); | 
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| 198 | if ( level.get(u) >= n ) { | 
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| 199 | bfs_queue.push(u); | 
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| 200 | level.set(u, l); | 
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| 201 | if ( excess.get(u) > 0 ) { | 
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| 202 | next.set(u,active[l]); | 
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| 203 | active[l]=u; | 
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| 204 | } | 
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| 205 | } | 
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| 206 | } | 
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| 207 | } | 
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| 208 | b=n-2; | 
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| 209 | } | 
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| 210 |  | 
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| 211 | } | 
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| 212 |  | 
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| 213 |  | 
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| 214 | if ( active[b] == 0 ) --b; | 
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| 215 | else { | 
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| 216 | end=false; | 
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| 217 |  | 
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| 218 | NodeIt w=active[b]; | 
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| 219 | active[b]=next.get(w); | 
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| 220 | int lev=level.get(w); | 
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| 221 | T exc=excess.get(w); | 
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| 222 | int newlevel=n;       //bound on the next level of w | 
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| 223 |  | 
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| 224 | for(OutEdgeIt e=G.template first<OutEdgeIt>(w); e.valid(); ++e) { | 
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| 225 |  | 
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| 226 | if ( flow.get(e) == capacity.get(e) ) continue; | 
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| 227 | NodeIt v=G.head(e); | 
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| 228 | //e=wv | 
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| 229 |  | 
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| 230 | if( lev > level.get(v) ) { | 
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| 231 | /*Push is allowed now*/ | 
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| 232 |  | 
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| 233 | if ( excess.get(v)==0 && v!=t && v!=s ) { | 
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| 234 | int lev_v=level.get(v); | 
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| 235 | next.set(v,active[lev_v]); | 
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| 236 | active[lev_v]=v; | 
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| 237 | } | 
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| 238 |  | 
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| 239 | T cap=capacity.get(e); | 
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| 240 | T flo=flow.get(e); | 
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| 241 | T remcap=cap-flo; | 
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| 242 |  | 
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| 243 | if ( remcap >= exc ) { | 
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| 244 | /*A nonsaturating push.*/ | 
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| 245 |  | 
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| 246 | flow.set(e, flo+exc); | 
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| 247 | excess.set(v, excess.get(v)+exc); | 
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| 248 | exc=0; | 
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| 249 | break; | 
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| 250 |  | 
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| 251 | } else { | 
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| 252 | /*A saturating push.*/ | 
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| 253 |  | 
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| 254 | flow.set(e, cap); | 
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| 255 | excess.set(v, excess.get(v)+remcap); | 
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| 256 | exc-=remcap; | 
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| 257 | } | 
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| 258 | } else if ( newlevel > level.get(v) ){ | 
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| 259 | newlevel = level.get(v); | 
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| 260 | } | 
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| 261 |  | 
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| 262 | } //for out edges wv | 
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| 263 |  | 
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| 264 |  | 
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| 265 | if ( exc > 0 ) { | 
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| 266 | for( InEdgeIt e=G.template first<InEdgeIt>(w); e.valid(); ++e) { | 
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| 267 |  | 
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| 268 | if( flow.get(e) == 0 ) continue; | 
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| 269 | NodeIt v=G.tail(e); | 
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| 270 | //e=vw | 
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| 271 |  | 
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| 272 | if( lev > level.get(v) ) { | 
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| 273 | /*Push is allowed now*/ | 
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| 274 |  | 
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| 275 | if ( excess.get(v)==0 && v!=t && v!=s ) { | 
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| 276 | int lev_v=level.get(v); | 
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| 277 | next.set(v,active[lev_v]); | 
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| 278 | active[lev_v]=v; | 
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| 279 | } | 
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| 280 |  | 
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| 281 | T flo=flow.get(e); | 
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| 282 |  | 
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| 283 | if ( flo >= exc ) { | 
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| 284 | /*A nonsaturating push.*/ | 
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| 285 |  | 
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| 286 | flow.set(e, flo-exc); | 
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| 287 | excess.set(v, excess.get(v)+exc); | 
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| 288 | exc=0; | 
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| 289 | break; | 
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| 290 | } else { | 
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| 291 | /*A saturating push.*/ | 
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| 292 |  | 
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| 293 | excess.set(v, excess.get(v)+flo); | 
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| 294 | exc-=flo; | 
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| 295 | flow.set(e,0); | 
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| 296 | } | 
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| 297 | } else if ( newlevel > level.get(v) ) { | 
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| 298 | newlevel = level.get(v); | 
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| 299 | } | 
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| 300 | } //for in edges vw | 
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| 301 |  | 
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| 302 | } // if w still has excess after the out edge for cycle | 
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| 303 |  | 
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| 304 | excess.set(w, exc); | 
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| 305 |  | 
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| 306 | /* | 
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| 307 | Relabel | 
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| 308 | */ | 
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| 309 |  | 
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| 310 |  | 
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| 311 | if ( exc > 0 ) { | 
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| 312 | //now 'lev' is the old level of w | 
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| 313 |  | 
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| 314 | if ( phase ) { | 
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| 315 | level.set(w,++newlevel); | 
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| 316 | next.set(w,active[newlevel]); | 
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| 317 | active[newlevel]=w; | 
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| 318 | b=newlevel; | 
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| 319 | } else { | 
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| 320 | //unlacing starts | 
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| 321 | NodeIt right_n=right.get(w); | 
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| 322 | NodeIt left_n=left.get(w); | 
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| 323 |  | 
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| 324 | if ( right_n != 0 ) { | 
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| 325 | if ( left_n != 0 ) { | 
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| 326 | right.set(left_n, right_n); | 
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| 327 | left.set(right_n, left_n); | 
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| 328 | } else { | 
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| 329 | level_list[lev]=right_n; | 
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| 330 | left.set(right_n, 0); | 
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| 331 | } | 
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| 332 | } else { | 
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| 333 | if ( left_n != 0 ) { | 
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| 334 | right.set(left_n, 0); | 
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| 335 | } else { | 
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| 336 | level_list[lev]=0; | 
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| 337 |  | 
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| 338 | } | 
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| 339 | } | 
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| 340 | //unlacing ends | 
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| 341 |  | 
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| 342 | //gapping starts | 
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| 343 | if ( level_list[lev]==0 ) { | 
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| 344 |  | 
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| 345 | for (int i=lev; i!=k ; ) { | 
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| 346 | NodeIt v=level_list[++i]; | 
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| 347 | while ( v != 0 ) { | 
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| 348 | level.set(v,n); | 
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| 349 | v=right.get(v); | 
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| 350 | } | 
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| 351 | level_list[i]=0; | 
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| 352 | if ( !what_heur ) active[i]=0; | 
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| 353 | } | 
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| 354 |  | 
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| 355 | level.set(w,n); | 
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| 356 | b=lev-1; | 
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| 357 | k=b; | 
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| 358 | //gapping ends | 
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| 359 | } else { | 
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| 360 |  | 
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| 361 | if ( newlevel == n ) level.set(w,n); | 
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| 362 | else { | 
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| 363 | level.set(w,++newlevel); | 
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| 364 | next.set(w,active[newlevel]); | 
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| 365 | active[newlevel]=w; | 
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| 366 | if ( what_heur ) b=newlevel; | 
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| 367 | if ( k < newlevel ) ++k; | 
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| 368 | NodeIt first=level_list[newlevel]; | 
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| 369 | if ( first != 0 ) left.set(first,w); | 
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| 370 | right.set(w,first); | 
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| 371 | left.set(w,0); | 
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| 372 | level_list[newlevel]=w; | 
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| 373 | } | 
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| 374 | } | 
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| 375 |  | 
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| 376 |  | 
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| 377 | ++relabel; | 
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| 378 | if ( relabel >= heur ) { | 
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| 379 | relabel=0; | 
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| 380 | if ( what_heur ) { | 
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| 381 | what_heur=0; | 
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| 382 | heur=heur0; | 
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| 383 | end=false; | 
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| 384 | } else { | 
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| 385 | what_heur=1; | 
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| 386 | heur=heur1; | 
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| 387 | b=k; | 
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| 388 | } | 
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| 389 | } | 
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| 390 | } //phase 0 | 
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| 391 |  | 
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| 392 |  | 
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| 393 | } // if ( exc > 0 ) | 
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| 394 |  | 
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| 395 |  | 
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| 396 | }  // if stack[b] is nonempty | 
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| 397 |  | 
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| 398 | } // while(true) | 
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| 399 |  | 
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| 400 |  | 
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| 401 | value = excess.get(t); | 
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| 402 | /*Max flow value.*/ | 
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| 403 |  | 
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| 404 | } //void run() | 
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| 405 |  | 
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| 406 |  | 
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| 407 |  | 
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| 408 |  | 
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| 409 |  | 
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| 410 | /* | 
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| 411 | Returns the maximum value of a flow. | 
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| 412 | */ | 
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| 413 |  | 
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| 414 | T maxFlow() { | 
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| 415 | return value; | 
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| 416 | } | 
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| 417 |  | 
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| 418 |  | 
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| 419 |  | 
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| 420 | /* | 
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| 421 | For the maximum flow x found by the algorithm, | 
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| 422 | it returns the flow value on edge e, i.e. x(e). | 
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| 423 | */ | 
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| 424 |  | 
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| 425 | T flowOnEdge(EdgeIt e) { | 
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| 426 | return flow.get(e); | 
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| 427 | } | 
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| 428 |  | 
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| 429 |  | 
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| 430 |  | 
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| 431 | FlowMap Flow() { | 
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| 432 | return flow; | 
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| 433 | } | 
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| 434 |  | 
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| 435 |  | 
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| 436 |  | 
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| 437 | void Flow(FlowMap& _flow ) { | 
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| 438 | for(EachNodeIt v=G.template first<EachNodeIt>() ; v.valid(); ++v) | 
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| 439 | _flow.set(v,flow.get(v)); | 
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| 440 | } | 
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| 441 |  | 
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| 442 |  | 
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| 443 |  | 
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| 444 | /* | 
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| 445 | Returns the minimum min cut, by a bfs from s in the residual graph. | 
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| 446 | */ | 
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| 447 |  | 
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| 448 | template<typename _CutMap> | 
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| 449 | void minMinCut(_CutMap& M) { | 
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| 450 |  | 
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| 451 | std::queue<NodeIt> queue; | 
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| 452 |  | 
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| 453 | M.set(s,true); | 
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| 454 | queue.push(s); | 
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| 455 |  | 
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| 456 | while (!queue.empty()) { | 
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| 457 | NodeIt w=queue.front(); | 
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| 458 | queue.pop(); | 
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| 459 |  | 
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| 460 | for(OutEdgeIt e=G.template first<OutEdgeIt>(w) ; e.valid(); ++e) { | 
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| 461 | NodeIt v=G.head(e); | 
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| 462 | if (!M.get(v) && flow.get(e) < capacity.get(e) ) { | 
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| 463 | queue.push(v); | 
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| 464 | M.set(v, true); | 
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| 465 | } | 
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| 466 | } | 
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| 467 |  | 
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| 468 | for(InEdgeIt e=G.template first<InEdgeIt>(w) ; e.valid(); ++e) { | 
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| 469 | NodeIt v=G.tail(e); | 
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| 470 | if (!M.get(v) && flow.get(e) > 0 ) { | 
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| 471 | queue.push(v); | 
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| 472 | M.set(v, true); | 
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| 473 | } | 
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| 474 | } | 
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| 475 | } | 
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| 476 | } | 
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| 477 |  | 
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| 478 |  | 
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| 479 |  | 
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| 480 | /* | 
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| 481 | Returns the maximum min cut, by a reverse bfs | 
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| 482 | from t in the residual graph. | 
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| 483 | */ | 
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| 484 |  | 
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| 485 | template<typename _CutMap> | 
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| 486 | void maxMinCut(_CutMap& M) { | 
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| 487 |  | 
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| 488 | std::queue<NodeIt> queue; | 
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| 489 |  | 
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| 490 | M.set(t,true); | 
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| 491 | queue.push(t); | 
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| 492 |  | 
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| 493 | while (!queue.empty()) { | 
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| 494 | NodeIt w=queue.front(); | 
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| 495 | queue.pop(); | 
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| 496 |  | 
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| 497 | for(InEdgeIt e=G.template first<InEdgeIt>(w) ; e.valid(); ++e) { | 
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| 498 | NodeIt v=G.tail(e); | 
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| 499 | if (!M.get(v) && flow.get(e) < capacity.get(e) ) { | 
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| 500 | queue.push(v); | 
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| 501 | M.set(v, true); | 
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| 502 | } | 
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| 503 | } | 
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| 504 |  | 
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| 505 | for(OutEdgeIt e=G.template first<OutEdgeIt>(w) ; e.valid(); ++e) { | 
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| 506 | NodeIt v=G.head(e); | 
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| 507 | if (!M.get(v) && flow.get(e) > 0 ) { | 
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| 508 | queue.push(v); | 
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| 509 | M.set(v, true); | 
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| 510 | } | 
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| 511 | } | 
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| 512 | } | 
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| 513 |  | 
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| 514 | for(EachNodeIt v=G.template first<EachNodeIt>() ; v.valid(); ++v) { | 
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| 515 | M.set(v, !M.get(v)); | 
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| 516 | } | 
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| 517 |  | 
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| 518 | } | 
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| 519 |  | 
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| 520 |  | 
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| 521 |  | 
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| 522 | template<typename CutMap> | 
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| 523 | void minCut(CutMap& M) { | 
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| 524 | minMinCut(M); | 
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| 525 | } | 
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| 526 |  | 
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| 527 |  | 
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| 528 | }; | 
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| 529 |  | 
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| 530 | } //namespace hugo | 
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| 531 |  | 
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| 532 | #endif //PREFLOW_H | 
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| 533 |  | 
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| 534 |  | 
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| 535 |  | 
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| 536 |  | 
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