1 | #ifndef EDMONDS_KARP_HH |
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2 | #define EDMONDS_KARP_HH |
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3 | |
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4 | #include <algorithm> |
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5 | #include <list> |
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6 | #include <iterator> |
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7 | |
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8 | #include <bfs_iterator.hh> |
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9 | //#include <time_measure.h> |
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10 | |
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11 | namespace hugo { |
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12 | |
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13 | template<typename Graph, typename Number, typename FlowMap, typename CapacityMap> |
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14 | class ResGraph { |
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15 | public: |
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16 | typedef typename Graph::NodeIt NodeIt; |
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17 | typedef typename Graph::EachNodeIt EachNodeIt; |
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18 | private: |
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19 | typedef typename Graph::SymEdgeIt OldSymEdgeIt; |
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20 | const Graph& G; |
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21 | FlowMap& flow; |
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22 | const CapacityMap& capacity; |
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23 | public: |
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24 | ResGraph(const Graph& _G, FlowMap& _flow, |
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25 | const CapacityMap& _capacity) : |
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26 | G(_G), flow(_flow), capacity(_capacity) { } |
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27 | |
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28 | class EdgeIt; |
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29 | class OutEdgeIt; |
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30 | friend class EdgeIt; |
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31 | friend class OutEdgeIt; |
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32 | |
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33 | class EdgeIt { |
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34 | friend class ResGraph<Graph, Number, FlowMap, CapacityMap>; |
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35 | protected: |
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36 | const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG; |
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37 | OldSymEdgeIt sym; |
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38 | public: |
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39 | EdgeIt() { } |
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40 | //EdgeIt(const EdgeIt& e) : resG(e.resG), sym(e.sym) { } |
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41 | Number free() const { |
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42 | if (resG->G.aNode(sym)==resG->G.tail(sym)) { |
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43 | return (resG->capacity.get(sym)-resG->flow.get(sym)); |
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44 | } else { |
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45 | return (resG->flow.get(sym)); |
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46 | } |
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47 | } |
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48 | bool valid() const { return sym.valid(); } |
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49 | void augment(Number a) const { |
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50 | if (resG->G.aNode(sym)==resG->G.tail(sym)) { |
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51 | resG->flow.set(sym, resG->flow.get(sym)+a); |
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52 | //resG->flow[sym]+=a; |
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53 | } else { |
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54 | resG->flow.set(sym, resG->flow.get(sym)-a); |
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55 | //resG->flow[sym]-=a; |
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56 | } |
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57 | } |
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58 | }; |
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59 | |
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60 | class OutEdgeIt : public EdgeIt { |
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61 | friend class ResGraph<Graph, Number, FlowMap, CapacityMap>; |
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62 | public: |
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63 | OutEdgeIt() { } |
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64 | //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; } |
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65 | private: |
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66 | OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, NodeIt v) { |
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67 | resG=&_resG; |
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68 | sym=resG->G.template first<OldSymEdgeIt>(v); |
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69 | while( sym.valid() && !(free()>0) ) { ++sym; } |
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70 | } |
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71 | public: |
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72 | OutEdgeIt& operator++() { |
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73 | ++sym; |
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74 | while( sym.valid() && !(free()>0) ) { ++sym; } |
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75 | return *this; |
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76 | } |
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77 | }; |
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78 | |
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79 | void getFirst(OutEdgeIt& e, NodeIt v) const { |
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80 | e=OutEdgeIt(*this, v); |
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81 | } |
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82 | void getFirst(EachNodeIt& v) const { G.getFirst(v); } |
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83 | |
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84 | template< typename It > |
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85 | It first() const { |
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86 | It e; |
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87 | getFirst(e); |
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88 | return e; |
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89 | } |
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90 | |
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91 | template< typename It > |
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92 | It first(NodeIt v) const { |
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93 | It e; |
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94 | getFirst(e, v); |
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95 | return e; |
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96 | } |
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97 | |
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98 | NodeIt tail(EdgeIt e) const { return G.aNode(e.sym); } |
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99 | NodeIt head(EdgeIt e) const { return G.bNode(e.sym); } |
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100 | |
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101 | NodeIt aNode(OutEdgeIt e) const { return G.aNode(e.sym); } |
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102 | NodeIt bNode(OutEdgeIt e) const { return G.bNode(e.sym); } |
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103 | |
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104 | int id(NodeIt v) const { return G.id(v); } |
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105 | |
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106 | template <typename S> |
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107 | class NodeMap { |
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108 | typename Graph::NodeMap<S> node_map; |
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109 | public: |
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110 | NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { } |
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111 | NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { } |
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112 | void set(NodeIt nit, S a) { node_map.set(nit, a); } |
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113 | S get(NodeIt nit) const { return node_map.get(nit); } |
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114 | S& operator[](NodeIt nit) { return node_map[nit]; } |
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115 | const S& operator[](NodeIt nit) const { return node_map[nit]; } |
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116 | }; |
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117 | |
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118 | }; |
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119 | |
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120 | |
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121 | template<typename Graph, typename Number, typename FlowMap, typename CapacityMap> |
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122 | class ResGraph2 { |
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123 | public: |
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124 | typedef typename Graph::NodeIt NodeIt; |
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125 | typedef typename Graph::EachNodeIt EachNodeIt; |
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126 | private: |
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127 | //typedef typename Graph::SymEdgeIt OldSymEdgeIt; |
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128 | typedef typename Graph::OutEdgeIt OldOutEdgeIt; |
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129 | typedef typename Graph::InEdgeIt OldInEdgeIt; |
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130 | |
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131 | const Graph& G; |
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132 | FlowMap& flow; |
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133 | const CapacityMap& capacity; |
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134 | public: |
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135 | ResGraph2(const Graph& _G, FlowMap& _flow, |
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136 | const CapacityMap& _capacity) : |
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137 | G(_G), flow(_flow), capacity(_capacity) { } |
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138 | |
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139 | class EdgeIt; |
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140 | class OutEdgeIt; |
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141 | friend class EdgeIt; |
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142 | friend class OutEdgeIt; |
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143 | |
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144 | class EdgeIt { |
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145 | friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>; |
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146 | protected: |
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147 | const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG; |
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148 | //OldSymEdgeIt sym; |
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149 | OldOutEdgeIt out; |
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150 | OldInEdgeIt in; |
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151 | bool out_or_in; //true, iff out |
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152 | public: |
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153 | EdgeIt() : out_or_in(true) { } |
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154 | Number free() const { |
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155 | if (out_or_in) { |
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156 | return (resG->capacity.get(out)-resG->flow.get(out)); |
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157 | } else { |
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158 | return (resG->flow.get(in)); |
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159 | } |
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160 | } |
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161 | bool valid() const { |
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162 | return out_or_in && out.valid() || in.valid(); } |
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163 | void augment(Number a) const { |
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164 | if (out_or_in) { |
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165 | resG->flow.set(out, resG->flow.get(out)+a); |
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166 | } else { |
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167 | resG->flow.set(in, resG->flow.get(in)-a); |
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168 | } |
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169 | } |
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170 | }; |
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171 | |
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172 | class OutEdgeIt : public EdgeIt { |
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173 | friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>; |
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174 | public: |
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175 | OutEdgeIt() { } |
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176 | private: |
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177 | OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, NodeIt v) { |
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178 | resG=&_resG; |
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179 | out=resG->G.template first<OldOutEdgeIt>(v); |
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180 | while( out.valid() && !(free()>0) ) { ++out; } |
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181 | if (!out.valid()) { |
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182 | out_or_in=0; |
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183 | in=resG->G.template first<OldInEdgeIt>(v); |
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184 | while( in.valid() && !(free()>0) ) { ++in; } |
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185 | } |
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186 | } |
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187 | public: |
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188 | OutEdgeIt& operator++() { |
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189 | if (out_or_in) { |
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190 | NodeIt v=resG->G.aNode(out); |
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191 | ++out; |
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192 | while( out.valid() && !(free()>0) ) { ++out; } |
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193 | if (!out.valid()) { |
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194 | out_or_in=0; |
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195 | in=resG->G.template first<OldInEdgeIt>(v); |
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196 | while( in.valid() && !(free()>0) ) { ++in; } |
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197 | } |
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198 | } else { |
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199 | ++in; |
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200 | while( in.valid() && !(free()>0) ) { ++in; } |
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201 | } |
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202 | return *this; |
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203 | } |
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204 | }; |
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205 | |
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206 | void getFirst(OutEdgeIt& e, NodeIt v) const { |
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207 | e=OutEdgeIt(*this, v); |
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208 | } |
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209 | void getFirst(EachNodeIt& v) const { G.getFirst(v); } |
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210 | |
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211 | template< typename It > |
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212 | It first() const { |
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213 | It e; |
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214 | getFirst(e); |
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215 | return e; |
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216 | } |
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217 | |
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218 | template< typename It > |
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219 | It first(NodeIt v) const { |
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220 | It e; |
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221 | getFirst(e, v); |
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222 | return e; |
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223 | } |
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224 | |
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225 | NodeIt tail(EdgeIt e) const { |
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226 | return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); } |
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227 | NodeIt head(EdgeIt e) const { |
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228 | return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); } |
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229 | |
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230 | NodeIt aNode(OutEdgeIt e) const { |
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231 | return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); } |
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232 | NodeIt bNode(OutEdgeIt e) const { |
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233 | return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); } |
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234 | |
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235 | int id(NodeIt v) const { return G.id(v); } |
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236 | |
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237 | template <typename S> |
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238 | class NodeMap { |
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239 | typename Graph::NodeMap<S> node_map; |
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240 | public: |
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241 | NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { } |
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242 | NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { } |
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243 | void set(NodeIt nit, S a) { node_map.set(nit, a); } |
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244 | S get(NodeIt nit) const { return node_map.get(nit); } |
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245 | }; |
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246 | }; |
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247 | |
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248 | |
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249 | template <typename Graph, typename Number, typename FlowMap, typename CapacityMap> |
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250 | class MaxFlow { |
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251 | public: |
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252 | typedef typename Graph::NodeIt NodeIt; |
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253 | typedef typename Graph::EdgeIt EdgeIt; |
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254 | typedef typename Graph::EachEdgeIt EachEdgeIt; |
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255 | typedef typename Graph::OutEdgeIt OutEdgeIt; |
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256 | typedef typename Graph::InEdgeIt InEdgeIt; |
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257 | |
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258 | private: |
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259 | const Graph* G; |
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260 | NodeIt s; |
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261 | NodeIt t; |
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262 | FlowMap* flow; |
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263 | const CapacityMap* capacity; |
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264 | typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph; |
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265 | typedef typename AugGraph::OutEdgeIt AugOutEdgeIt; |
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266 | typedef typename AugGraph::EdgeIt AugEdgeIt; |
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267 | |
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268 | //AugGraph res_graph; |
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269 | //typedef typename AugGraph::NodeMap<bool> ReachedMap; |
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270 | //typename AugGraph::NodeMap<AugEdgeIt> pred; |
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271 | //typename AugGraph::NodeMap<Number> free; |
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272 | public: |
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273 | MaxFlow(const Graph& _G, NodeIt _s, NodeIt _t, FlowMap& _flow, const CapacityMap& _capacity) : |
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274 | G(&_G), s(_s), t(_t), flow(&_flow), capacity(&_capacity) //, |
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275 | //res_graph(G, flow, capacity), pred(res_graph), free(res_graph) |
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276 | { } |
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277 | bool augmentOnShortestPath() { |
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278 | AugGraph res_graph(*G, *flow, *capacity); |
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279 | bool _augment=false; |
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280 | |
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281 | typedef typename AugGraph::NodeMap<bool> ReachedMap; |
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282 | BfsIterator5< AugGraph, AugOutEdgeIt, ReachedMap > res_bfs(res_graph); |
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283 | res_bfs.pushAndSetReached(s); |
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284 | |
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285 | typename AugGraph::NodeMap<AugEdgeIt> pred(res_graph); |
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286 | //filled up with invalid iterators |
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287 | //pred.set(s, AugEdgeIt()); |
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288 | |
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289 | typename AugGraph::NodeMap<Number> free(res_graph); |
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290 | |
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291 | //searching for augmenting path |
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292 | while ( !res_bfs.finished() ) { |
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293 | AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs); |
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294 | if (res_graph.valid(e) && res_bfs.isBNodeNewlyReached()) { |
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295 | NodeIt v=res_graph.tail(e); |
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296 | NodeIt w=res_graph.head(e); |
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297 | pred.set(w, e); |
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298 | if (res_graph.valid(pred.get(v))) { |
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299 | free.set(w, std::min(free.get(v), e.free())); |
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300 | } else { |
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301 | free.set(w, e.free()); |
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302 | } |
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303 | if (res_graph.head(e)==t) { _augment=true; break; } |
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304 | } |
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305 | |
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306 | ++res_bfs; |
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307 | } //end of searching augmenting path |
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308 | |
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309 | if (_augment) { |
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310 | NodeIt n=t; |
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311 | Number augment_value=free.get(t); |
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312 | while (res_graph.valid(pred.get(n))) { |
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313 | AugEdgeIt e=pred.get(n); |
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314 | e.augment(augment_value); |
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315 | n=res_graph.tail(e); |
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316 | } |
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317 | } |
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318 | |
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319 | return _augment; |
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320 | } |
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321 | |
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322 | template<typename MutableGraph> bool augmentOnBlockingFlow() { |
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323 | bool _augment=false; |
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324 | |
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325 | AugGraph res_graph(*G, *flow, *capacity); |
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326 | |
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327 | typedef typename AugGraph::NodeMap<bool> ReachedMap; |
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328 | BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph); |
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329 | |
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330 | bfs.pushAndSetReached(s); |
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331 | typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's |
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332 | while ( !bfs.finished() ) { |
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333 | AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs); |
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334 | if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) { |
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335 | dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1); |
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336 | } |
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337 | |
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338 | ++bfs; |
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339 | } //computing distances from s in the residual graph |
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340 | |
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341 | MutableGraph F; |
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342 | typename AugGraph::NodeMap<NodeIt> res_graph_to_F(res_graph); |
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343 | for(typename AugGraph::EachNodeIt n=res_graph.template first<typename AugGraph::EachNodeIt>(); res_graph.valid(n); res_graph.next(n)) { |
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344 | res_graph_to_F.set(n, F.addNode()); |
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345 | } |
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346 | |
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347 | typename MutableGraph::NodeIt sF=res_graph_to_F.get(s); |
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348 | typename MutableGraph::NodeIt tF=res_graph_to_F.get(t); |
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349 | |
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350 | typename MutableGraph::EdgeMap<AugEdgeIt> original_edge(F); |
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351 | typename MutableGraph::EdgeMap<Number> residual_capacity(F); |
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352 | |
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353 | //Making F to the graph containing the edges of the residual graph |
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354 | //which are in some shortest paths |
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355 | for(typename AugGraph::EachEdgeIt e=res_graph.template first<typename AugGraph::EachEdgeIt>(); res_graph.valid(e); res_graph.next(e)) { |
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356 | if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) { |
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357 | typename MutableGraph::EdgeIt f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e))); |
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358 | original_edge.update(); |
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359 | original_edge.set(f, e); |
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360 | residual_capacity.update(); |
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361 | residual_capacity.set(f, e.free()); |
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362 | } |
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363 | } |
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364 | |
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365 | bool __augment=true; |
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366 | |
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367 | while (__augment) { |
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368 | __augment=false; |
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369 | //computing blocking flow with dfs |
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370 | typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap; |
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371 | DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F); |
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372 | typename MutableGraph::NodeMap<EdgeIt> pred(F); //invalid iterators |
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373 | typename MutableGraph::NodeMap<Number> free(F); |
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374 | |
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375 | dfs.pushAndSetReached(sF); |
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376 | while (!dfs.finished()) { |
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377 | ++dfs; |
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378 | if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) { |
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379 | //std::cout << "OutEdgeIt: " << dfs; |
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380 | //std::cout << " aNode: " << F.aNode(dfs); |
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381 | //std::cout << " bNode: " << F.bNode(dfs) << " "; |
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382 | |
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383 | typename MutableGraph::NodeIt v=F.aNode(dfs); |
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384 | typename MutableGraph::NodeIt w=F.bNode(dfs); |
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385 | pred.set(w, dfs); |
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386 | if (F.valid(pred.get(v))) { |
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387 | free.set(w, std::min(free.get(v), residual_capacity.get(dfs))); |
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388 | } else { |
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389 | free.set(w, residual_capacity.get(dfs)/*original_edge.get(dfs).free()*/); |
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390 | } |
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391 | if (w==tF) { |
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392 | //std::cout << "AUGMENTATION"<<std::endl; |
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393 | __augment=true; |
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394 | _augment=true; |
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395 | break; |
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396 | } |
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397 | } else { |
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398 | //std::cout << "OutEdgeIt: " << "invalid"; |
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399 | //std::cout << " aNode: " << dfs.aNode(); |
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400 | //std::cout << " bNode: " << "invalid" << " "; |
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401 | } |
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402 | if (dfs.isBNodeNewlyReached()) { |
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403 | //std::cout << "bNodeIsNewlyReached "; |
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404 | } else { |
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405 | //std::cout << "bNodeIsNotNewlyReached "; |
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406 | if (typename MutableGraph::OutEdgeIt(dfs).valid()) { |
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407 | //std::cout << "DELETE "; |
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408 | F.erase(typename MutableGraph::OutEdgeIt(dfs)); |
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409 | } |
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410 | } |
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411 | //if (dfs.isANodeExamined()) { |
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412 | //std::cout << "aNodeIsExamined "; |
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413 | //} else { |
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414 | //std::cout << "aNodeIsNotExamined "; |
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415 | //} |
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416 | //std::cout<<std::endl; |
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417 | } |
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418 | |
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419 | if (__augment) { |
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420 | typename MutableGraph::NodeIt n=tF; |
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421 | Number augment_value=free.get(tF); |
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422 | while (F.valid(pred.get(n))) { |
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423 | typename MutableGraph::EdgeIt e=pred.get(n); |
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424 | original_edge.get(e).augment(augment_value); |
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425 | n=F.tail(e); |
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426 | if (residual_capacity.get(e)==augment_value) |
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427 | F.erase(e); |
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428 | else |
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429 | residual_capacity.set(e, residual_capacity.get(e)-augment_value); |
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430 | } |
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431 | } |
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432 | |
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433 | } |
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434 | |
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435 | return _augment; |
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436 | } |
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437 | void run() { |
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438 | //int num_of_augmentations=0; |
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439 | while (augmentOnShortestPath()) { |
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440 | //while (augmentOnBlockingFlow<MutableGraph>()) { |
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441 | //std::cout << ++num_of_augmentations << " "; |
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442 | //std::cout<<std::endl; |
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443 | } |
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444 | } |
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445 | template<typename MutableGraph> void run() { |
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446 | //int num_of_augmentations=0; |
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447 | //while (augmentOnShortestPath()) { |
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448 | while (augmentOnBlockingFlow<MutableGraph>()) { |
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449 | //std::cout << ++num_of_augmentations << " "; |
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450 | //std::cout<<std::endl; |
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451 | } |
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452 | } |
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453 | Number flowValue() { |
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454 | Number a=0; |
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455 | OutEdgeIt e; |
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456 | for(G->getFirst(e, s); G->valid(e); G->next(e)) { |
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457 | a+=flow->get(e); |
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458 | } |
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459 | return a; |
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460 | } |
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461 | }; |
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462 | |
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463 | |
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464 | // template <typename Graph, typename Number, typename FlowMap, typename CapacityMap> |
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465 | // class MaxFlow2 { |
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466 | // public: |
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467 | // typedef typename Graph::NodeIt NodeIt; |
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468 | // typedef typename Graph::EdgeIt EdgeIt; |
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469 | // typedef typename Graph::EachEdgeIt EachEdgeIt; |
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470 | // typedef typename Graph::OutEdgeIt OutEdgeIt; |
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471 | // typedef typename Graph::InEdgeIt InEdgeIt; |
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472 | // private: |
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473 | // const Graph& G; |
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474 | // std::list<NodeIt>& S; |
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475 | // std::list<NodeIt>& T; |
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476 | // FlowMap& flow; |
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477 | // const CapacityMap& capacity; |
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478 | // typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph; |
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479 | // typedef typename AugGraph::OutEdgeIt AugOutEdgeIt; |
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480 | // typedef typename AugGraph::EdgeIt AugEdgeIt; |
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481 | // typename Graph::NodeMap<bool> SMap; |
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482 | // typename Graph::NodeMap<bool> TMap; |
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483 | // public: |
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484 | // MaxFlow2(const Graph& _G, std::list<NodeIt>& _S, std::list<NodeIt>& _T, FlowMap& _flow, const CapacityMap& _capacity) : G(_G), S(_S), T(_T), flow(_flow), capacity(_capacity), SMap(_G), TMap(_G) { |
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485 | // for(typename std::list<NodeIt>::const_iterator i=S.begin(); |
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486 | // i!=S.end(); ++i) { |
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487 | // SMap.set(*i, true); |
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488 | // } |
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489 | // for (typename std::list<NodeIt>::const_iterator i=T.begin(); |
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490 | // i!=T.end(); ++i) { |
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491 | // TMap.set(*i, true); |
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492 | // } |
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493 | // } |
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494 | // bool augment() { |
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495 | // AugGraph res_graph(G, flow, capacity); |
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496 | // bool _augment=false; |
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497 | // NodeIt reached_t_node; |
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498 | |
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499 | // typedef typename AugGraph::NodeMap<bool> ReachedMap; |
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500 | // BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > res_bfs(res_graph); |
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501 | // for(typename std::list<NodeIt>::const_iterator i=S.begin(); |
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502 | // i!=S.end(); ++i) { |
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503 | // res_bfs.pushAndSetReached(*i); |
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504 | // } |
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505 | // //res_bfs.pushAndSetReached(s); |
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506 | |
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507 | // typename AugGraph::NodeMap<AugEdgeIt> pred(res_graph); |
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508 | // //filled up with invalid iterators |
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509 | |
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510 | // typename AugGraph::NodeMap<Number> free(res_graph); |
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511 | |
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512 | // //searching for augmenting path |
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513 | // while ( !res_bfs.finished() ) { |
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514 | // AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs); |
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515 | // if (e.valid() && res_bfs.isBNodeNewlyReached()) { |
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516 | // NodeIt v=res_graph.tail(e); |
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517 | // NodeIt w=res_graph.head(e); |
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518 | // pred.set(w, e); |
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519 | // if (pred.get(v).valid()) { |
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520 | // free.set(w, std::min(free.get(v), e.free())); |
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521 | // } else { |
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522 | // free.set(w, e.free()); |
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523 | // } |
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524 | // if (TMap.get(res_graph.head(e))) { |
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525 | // _augment=true; |
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526 | // reached_t_node=res_graph.head(e); |
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527 | // break; |
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528 | // } |
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529 | // } |
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530 | |
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531 | // ++res_bfs; |
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532 | // } //end of searching augmenting path |
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533 | |
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534 | // if (_augment) { |
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535 | // NodeIt n=reached_t_node; |
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536 | // Number augment_value=free.get(reached_t_node); |
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537 | // while (pred.get(n).valid()) { |
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538 | // AugEdgeIt e=pred.get(n); |
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539 | // e.augment(augment_value); |
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540 | // n=res_graph.tail(e); |
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541 | // } |
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542 | // } |
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543 | |
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544 | // return _augment; |
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545 | // } |
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546 | // void run() { |
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547 | // while (augment()) { } |
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548 | // } |
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549 | // Number flowValue() { |
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550 | // Number a=0; |
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551 | // for(typename std::list<NodeIt>::const_iterator i=S.begin(); |
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552 | // i!=S.end(); ++i) { |
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553 | // for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) { |
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554 | // a+=flow.get(e); |
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555 | // } |
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556 | // for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) { |
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557 | // a-=flow.get(e); |
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558 | // } |
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559 | // } |
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560 | // return a; |
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561 | // } |
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562 | // }; |
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563 | |
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564 | |
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565 | |
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566 | } // namespace hugo |
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567 | |
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568 | #endif //EDMONDS_KARP_HH |
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