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