src/work/edmonds_karp.hh
author marci
Thu, 04 Mar 2004 19:38:07 +0000
changeset 155 8c6292ec54c6
parent 148 004fdf703abb
child 168 27fbd1559fb7
permissions -rw-r--r--
graph wrappers
     1 #ifndef EDMONDS_KARP_HH
     2 #define EDMONDS_KARP_HH
     3 
     4 #include <algorithm>
     5 #include <list>
     6 #include <iterator>
     7 
     8 #include <bfs_iterator.hh>
     9 //#include <time_measure.h>
    10 
    11 namespace hugo {
    12 
    13   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
    14   class ResGraph {
    15   public:
    16     typedef typename Graph::NodeIt NodeIt;
    17     typedef typename Graph::EachNodeIt EachNodeIt;
    18   private:
    19     typedef typename Graph::SymEdgeIt OldSymEdgeIt;
    20     const Graph& G;
    21     FlowMap& flow;
    22     const CapacityMap& capacity;
    23   public:
    24     ResGraph(const Graph& _G, FlowMap& _flow, 
    25 	     const CapacityMap& _capacity) : 
    26       G(_G), flow(_flow), capacity(_capacity) { }
    27 
    28     class EdgeIt; 
    29     class OutEdgeIt; 
    30     friend class EdgeIt; 
    31     friend class OutEdgeIt; 
    32 
    33     class EdgeIt {
    34       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    35     protected:
    36       const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG;
    37       OldSymEdgeIt sym;
    38     public:
    39       EdgeIt() { } 
    40       //EdgeIt(const EdgeIt& e) : resG(e.resG), sym(e.sym) { }
    41       Number free() const { 
    42 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    43 	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    44 	} else { 
    45 	  return (resG->flow.get(sym)); 
    46 	}
    47       }
    48       bool valid() const { return sym.valid(); }
    49       void augment(Number a) const {
    50 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    51 	  resG->flow.set(sym, resG->flow.get(sym)+a);
    52 	  //resG->flow[sym]+=a;
    53 	} else { 
    54 	  resG->flow.set(sym, resG->flow.get(sym)-a);
    55 	  //resG->flow[sym]-=a;
    56 	}
    57       }
    58     };
    59 
    60     class OutEdgeIt : public EdgeIt {
    61       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    62     public:
    63       OutEdgeIt() { }
    64       //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; }
    65     private:
    66       OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, NodeIt v) { 
    67       	resG=&_resG;
    68 	sym=resG->G.template first<OldSymEdgeIt>(v);
    69 	while( sym.valid() && !(free()>0) ) { ++sym; }
    70       }
    71     public:
    72       OutEdgeIt& operator++() { 
    73 	++sym; 
    74 	while( sym.valid() && !(free()>0) ) { ++sym; }
    75 	return *this; 
    76       }
    77     };
    78 
    79     void getFirst(OutEdgeIt& e, NodeIt v) const { 
    80       e=OutEdgeIt(*this, v); 
    81     }
    82     void getFirst(EachNodeIt& v) const { G.getFirst(v); }
    83     
    84     template< typename It >
    85     It first() const { 
    86       It e;      
    87       getFirst(e);
    88       return e; 
    89     }
    90 
    91     template< typename It >
    92     It first(NodeIt v) const { 
    93       It e;
    94       getFirst(e, v);
    95       return e; 
    96     }
    97 
    98     NodeIt tail(EdgeIt e) const { return G.aNode(e.sym); }
    99     NodeIt head(EdgeIt e) const { return G.bNode(e.sym); }
   100 
   101     NodeIt aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   102     NodeIt bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   103 
   104     int id(NodeIt v) const { return G.id(v); }
   105 
   106     template <typename S>
   107     class NodeMap {
   108       typename Graph::NodeMap<S> node_map; 
   109     public:
   110       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   111       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   112       void set(NodeIt nit, S a) { node_map.set(nit, a); }
   113       S get(NodeIt nit) const { return node_map.get(nit); }
   114       S& operator[](NodeIt nit) { return node_map[nit]; } 
   115       const S& operator[](NodeIt nit) const { return node_map[nit]; } 
   116     };
   117 
   118   };
   119 
   120 
   121   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   122   class ResGraph2 {
   123   public:
   124     typedef typename Graph::NodeIt NodeIt;
   125     typedef typename Graph::EachNodeIt EachNodeIt;
   126   private:
   127     //typedef typename Graph::SymEdgeIt OldSymEdgeIt;
   128     typedef typename Graph::OutEdgeIt OldOutEdgeIt;
   129     typedef typename Graph::InEdgeIt OldInEdgeIt;
   130     
   131     const Graph& G;
   132     FlowMap& flow;
   133     const CapacityMap& capacity;
   134   public:
   135     ResGraph2(const Graph& _G, FlowMap& _flow, 
   136 	     const CapacityMap& _capacity) : 
   137       G(_G), flow(_flow), capacity(_capacity) { }
   138 
   139     class EdgeIt; 
   140     class OutEdgeIt; 
   141     friend class EdgeIt; 
   142     friend class OutEdgeIt; 
   143 
   144     class EdgeIt {
   145       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   146     protected:
   147       const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG;
   148       //OldSymEdgeIt sym;
   149       OldOutEdgeIt out;
   150       OldInEdgeIt in;
   151       bool out_or_in; //true, iff out
   152     public:
   153       EdgeIt() : out_or_in(true) { } 
   154       Number free() const { 
   155 	if (out_or_in) { 
   156 	  return (resG->capacity.get(out)-resG->flow.get(out)); 
   157 	} else { 
   158 	  return (resG->flow.get(in)); 
   159 	}
   160       }
   161       bool valid() const { 
   162 	return out_or_in && out.valid() || in.valid(); }
   163       void augment(Number a) const {
   164 	if (out_or_in) { 
   165 	  resG->flow.set(out, resG->flow.get(out)+a);
   166 	} else { 
   167 	  resG->flow.set(in, resG->flow.get(in)-a);
   168 	}
   169       }
   170     };
   171 
   172     class OutEdgeIt : public EdgeIt {
   173       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   174     public:
   175       OutEdgeIt() { }
   176     private:
   177       OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, NodeIt v) { 
   178       	resG=&_resG;
   179 	out=resG->G.template first<OldOutEdgeIt>(v);
   180 	while( out.valid() && !(free()>0) ) { ++out; }
   181 	if (!out.valid()) {
   182 	  out_or_in=0;
   183 	  in=resG->G.template first<OldInEdgeIt>(v);
   184 	  while( in.valid() && !(free()>0) ) { ++in; }
   185 	}
   186       }
   187     public:
   188       OutEdgeIt& operator++() { 
   189 	if (out_or_in) {
   190 	  NodeIt v=resG->G.aNode(out);
   191 	  ++out;
   192 	  while( out.valid() && !(free()>0) ) { ++out; }
   193 	  if (!out.valid()) {
   194 	    out_or_in=0;
   195 	    in=resG->G.template first<OldInEdgeIt>(v);
   196 	    while( in.valid() && !(free()>0) ) { ++in; }
   197 	  }
   198 	} else {
   199 	  ++in;
   200 	  while( in.valid() && !(free()>0) ) { ++in; } 
   201 	}
   202 	return *this; 
   203       }
   204     };
   205 
   206     void getFirst(OutEdgeIt& e, NodeIt v) const { 
   207       e=OutEdgeIt(*this, v); 
   208     }
   209     void getFirst(EachNodeIt& v) const { G.getFirst(v); }
   210     
   211     template< typename It >
   212     It first() const { 
   213       It e;
   214       getFirst(e);
   215       return e; 
   216     }
   217 
   218     template< typename It >
   219     It first(NodeIt v) const { 
   220       It e;
   221       getFirst(e, v);
   222       return e; 
   223     }
   224 
   225     NodeIt tail(EdgeIt e) const { 
   226       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   227     NodeIt head(EdgeIt e) const { 
   228       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   229 
   230     NodeIt aNode(OutEdgeIt e) const { 
   231       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   232     NodeIt bNode(OutEdgeIt e) const { 
   233       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   234 
   235     int id(NodeIt v) const { return G.id(v); }
   236 
   237     template <typename S>
   238     class NodeMap {
   239       typename Graph::NodeMap<S> node_map; 
   240     public:
   241       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   242       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   243       void set(NodeIt nit, S a) { node_map.set(nit, a); }
   244       S get(NodeIt nit) const { return node_map.get(nit); }
   245     };
   246   };
   247 
   248 
   249   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   250   class MaxFlow {
   251   public:
   252     typedef typename Graph::NodeIt NodeIt;
   253     typedef typename Graph::EdgeIt EdgeIt;
   254     typedef typename Graph::EachEdgeIt EachEdgeIt;
   255     typedef typename Graph::OutEdgeIt OutEdgeIt;
   256     typedef typename Graph::InEdgeIt InEdgeIt;
   257 
   258   private:
   259     const Graph* G;
   260     NodeIt s;
   261     NodeIt t;
   262     FlowMap* flow;
   263     const CapacityMap* capacity;
   264     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   265     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   266     typedef typename AugGraph::EdgeIt AugEdgeIt;
   267 
   268     //AugGraph res_graph;    
   269     //typedef typename AugGraph::NodeMap<bool> ReachedMap;
   270     //typename AugGraph::NodeMap<AugEdgeIt> pred; 
   271     //typename AugGraph::NodeMap<Number> free;
   272   public:
   273     MaxFlow(const Graph& _G, NodeIt _s, NodeIt _t, FlowMap& _flow, const CapacityMap& _capacity) : 
   274       G(&_G), s(_s), t(_t), flow(&_flow), capacity(&_capacity) //,  
   275       //res_graph(G, flow, capacity), pred(res_graph), free(res_graph) 
   276       { }
   277     bool augmentOnShortestPath() {
   278       AugGraph res_graph(*G, *flow, *capacity);
   279       bool _augment=false;
   280       
   281       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   282       BfsIterator5< AugGraph, AugOutEdgeIt, ReachedMap > res_bfs(res_graph);
   283       res_bfs.pushAndSetReached(s);
   284 	
   285       typename AugGraph::NodeMap<AugEdgeIt> pred(res_graph); 
   286       //filled up with invalid iterators
   287       //pred.set(s, AugEdgeIt());
   288       
   289       typename AugGraph::NodeMap<Number> free(res_graph);
   290 	
   291       //searching for augmenting path
   292       while ( !res_bfs.finished() ) { 
   293 	AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs);
   294 	if (res_graph.valid(e) && res_bfs.isBNodeNewlyReached()) {
   295 	  NodeIt v=res_graph.tail(e);
   296 	  NodeIt w=res_graph.head(e);
   297 	  pred.set(w, e);
   298 	  if (res_graph.valid(pred.get(v))) {
   299 	    free.set(w, std::min(free.get(v), e.free()));
   300 	  } else {
   301 	    free.set(w, e.free()); 
   302 	  }
   303 	  if (res_graph.head(e)==t) { _augment=true; break; }
   304 	}
   305 	
   306 	++res_bfs;
   307       } //end of searching augmenting path
   308 
   309       if (_augment) {
   310 	NodeIt n=t;
   311 	Number augment_value=free.get(t);
   312 	while (res_graph.valid(pred.get(n))) { 
   313 	  AugEdgeIt e=pred.get(n);
   314 	  e.augment(augment_value); 
   315 	  n=res_graph.tail(e);
   316 	}
   317       }
   318 
   319       return _augment;
   320     }
   321 
   322     template<typename MutableGraph> bool augmentOnBlockingFlow() {
   323       bool _augment=false;
   324 
   325       AugGraph res_graph(*G, *flow, *capacity);
   326 
   327       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   328       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   329 
   330       bfs.pushAndSetReached(s);
   331       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   332       while ( !bfs.finished() ) { 
   333 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
   334 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   335 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   336 	}
   337 	
   338 	++bfs;
   339       } //computing distances from s in the residual graph
   340 
   341       MutableGraph F;
   342       typename AugGraph::NodeMap<NodeIt> res_graph_to_F(res_graph);
   343       for(typename AugGraph::EachNodeIt n=res_graph.template first<typename AugGraph::EachNodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   344 	res_graph_to_F.set(n, F.addNode());
   345       }
   346       
   347       typename MutableGraph::NodeIt sF=res_graph_to_F.get(s);
   348       typename MutableGraph::NodeIt tF=res_graph_to_F.get(t);
   349 
   350       typename MutableGraph::EdgeMap<AugEdgeIt> original_edge(F);
   351       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   352 
   353       //Making F to the graph containing the edges of the residual graph 
   354       //which are in some shortest paths
   355       for(typename AugGraph::EachEdgeIt e=res_graph.template first<typename AugGraph::EachEdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   356 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   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)));
   358 	  original_edge.update();
   359 	  original_edge.set(f, e);
   360 	  residual_capacity.update();
   361 	  residual_capacity.set(f, e.free());
   362 	} 
   363       }
   364 
   365       bool __augment=true;
   366 
   367       while (__augment) {
   368 	__augment=false;
   369 	//computing blocking flow with dfs
   370 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   371 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   372 	typename MutableGraph::NodeMap<EdgeIt> pred(F); //invalid iterators
   373 	typename MutableGraph::NodeMap<Number> free(F);
   374 
   375 	dfs.pushAndSetReached(sF);      
   376 	while (!dfs.finished()) {
   377 	  ++dfs;
   378 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   379 	    //std::cout << "OutEdgeIt: " << dfs; 
   380 	    //std::cout << " aNode: " << F.aNode(dfs); 
   381 	    //std::cout << " bNode: " << F.bNode(dfs) << " ";
   382 	  
   383 	    typename MutableGraph::NodeIt v=F.aNode(dfs);
   384 	    typename MutableGraph::NodeIt w=F.bNode(dfs);
   385 	    pred.set(w, dfs);
   386 	    if (F.valid(pred.get(v))) {
   387 	      free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   388 	    } else {
   389 	      free.set(w, residual_capacity.get(dfs)/*original_edge.get(dfs).free()*/); 
   390 	    }
   391 	    if (w==tF) { 
   392 	      //std::cout << "AUGMENTATION"<<std::endl;
   393 	      __augment=true; 
   394 	      _augment=true;
   395 	      break; 
   396 	    }
   397 	  } else { 
   398 	    //std::cout << "OutEdgeIt: " << "invalid"; 
   399 	    //std::cout << " aNode: " << dfs.aNode(); 
   400 	    //std::cout << " bNode: " << "invalid" << " ";
   401 	  }
   402 	  if (dfs.isBNodeNewlyReached()) { 
   403 	    //std::cout << "bNodeIsNewlyReached ";
   404 	  } else { 
   405 	    //std::cout << "bNodeIsNotNewlyReached ";
   406 	    if (typename MutableGraph::OutEdgeIt(dfs).valid()) {
   407 	      //std::cout << "DELETE ";
   408 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   409 	    }
   410 	  } 
   411 	  //if (dfs.isANodeExamined()) { 
   412 	    //std::cout << "aNodeIsExamined ";
   413 	    //} else { 
   414 	    //std::cout << "aNodeIsNotExamined ";
   415 	    //} 
   416 	  //std::cout<<std::endl;
   417 	}
   418 
   419 	if (__augment) {
   420 	  typename MutableGraph::NodeIt n=tF;
   421 	  Number augment_value=free.get(tF);
   422 	  while (F.valid(pred.get(n))) { 
   423 	    typename MutableGraph::EdgeIt e=pred.get(n);
   424 	    original_edge.get(e).augment(augment_value); 
   425 	    n=F.tail(e);
   426 	    if (residual_capacity.get(e)==augment_value) 
   427 	      F.erase(e); 
   428 	    else 
   429 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   430 	  }
   431 	}
   432       
   433       }
   434             
   435       return _augment;
   436     }
   437     void run() {
   438       //int num_of_augmentations=0;
   439       while (augmentOnShortestPath()) { 
   440 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   441 	//std::cout << ++num_of_augmentations << " ";
   442 	//std::cout<<std::endl;
   443       } 
   444     }
   445     template<typename MutableGraph> void run() {
   446       //int num_of_augmentations=0;
   447       //while (augmentOnShortestPath()) { 
   448 	while (augmentOnBlockingFlow<MutableGraph>()) { 
   449 	//std::cout << ++num_of_augmentations << " ";
   450 	//std::cout<<std::endl;
   451       } 
   452     }
   453     Number flowValue() { 
   454       Number a=0;
   455       OutEdgeIt e;
   456       for(G->getFirst(e, s); G->valid(e); G->next(e)) {
   457 	a+=flow->get(e);
   458       }
   459       return a;
   460     }
   461   };
   462 
   463   
   464 //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   465 //   class MaxFlow2 {
   466 //   public:
   467 //     typedef typename Graph::NodeIt NodeIt;
   468 //     typedef typename Graph::EdgeIt EdgeIt;
   469 //     typedef typename Graph::EachEdgeIt EachEdgeIt;
   470 //     typedef typename Graph::OutEdgeIt OutEdgeIt;
   471 //     typedef typename Graph::InEdgeIt InEdgeIt;
   472 //   private:
   473 //     const Graph& G;
   474 //     std::list<NodeIt>& S;
   475 //     std::list<NodeIt>& T;
   476 //     FlowMap& flow;
   477 //     const CapacityMap& capacity;
   478 //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   479 //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   480 //     typedef typename AugGraph::EdgeIt AugEdgeIt;
   481 //     typename Graph::NodeMap<bool> SMap;
   482 //     typename Graph::NodeMap<bool> TMap;
   483 //   public:
   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) { 
   485 //       for(typename std::list<NodeIt>::const_iterator i=S.begin(); 
   486 // 	  i!=S.end(); ++i) { 
   487 // 	SMap.set(*i, true); 
   488 //       }
   489 //       for (typename std::list<NodeIt>::const_iterator i=T.begin(); 
   490 // 	   i!=T.end(); ++i) { 
   491 // 	TMap.set(*i, true); 
   492 //       }
   493 //     }
   494 //     bool augment() {
   495 //       AugGraph res_graph(G, flow, capacity);
   496 //       bool _augment=false;
   497 //       NodeIt reached_t_node;
   498       
   499 //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   500 //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > res_bfs(res_graph);
   501 //       for(typename std::list<NodeIt>::const_iterator i=S.begin(); 
   502 // 	  i!=S.end(); ++i) {
   503 // 	res_bfs.pushAndSetReached(*i);
   504 //       }
   505 //       //res_bfs.pushAndSetReached(s);
   506 	
   507 //       typename AugGraph::NodeMap<AugEdgeIt> pred(res_graph); 
   508 //       //filled up with invalid iterators
   509       
   510 //       typename AugGraph::NodeMap<Number> free(res_graph);
   511 	
   512 //       //searching for augmenting path
   513 //       while ( !res_bfs.finished() ) { 
   514 // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs);
   515 // 	if (e.valid() && res_bfs.isBNodeNewlyReached()) {
   516 // 	  NodeIt v=res_graph.tail(e);
   517 // 	  NodeIt w=res_graph.head(e);
   518 // 	  pred.set(w, e);
   519 // 	  if (pred.get(v).valid()) {
   520 // 	    free.set(w, std::min(free.get(v), e.free()));
   521 // 	  } else {
   522 // 	    free.set(w, e.free()); 
   523 // 	  }
   524 // 	  if (TMap.get(res_graph.head(e))) { 
   525 // 	    _augment=true; 
   526 // 	    reached_t_node=res_graph.head(e);
   527 // 	    break; 
   528 // 	  }
   529 // 	}
   530 	
   531 // 	++res_bfs;
   532 //       } //end of searching augmenting path
   533 
   534 //       if (_augment) {
   535 // 	NodeIt n=reached_t_node;
   536 // 	Number augment_value=free.get(reached_t_node);
   537 // 	while (pred.get(n).valid()) { 
   538 // 	  AugEdgeIt e=pred.get(n);
   539 // 	  e.augment(augment_value); 
   540 // 	  n=res_graph.tail(e);
   541 // 	}
   542 //       }
   543 
   544 //       return _augment;
   545 //     }
   546 //     void run() {
   547 //       while (augment()) { } 
   548 //     }
   549 //     Number flowValue() { 
   550 //       Number a=0;
   551 //       for(typename std::list<NodeIt>::const_iterator i=S.begin(); 
   552 // 	  i!=S.end(); ++i) { 
   553 // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
   554 // 	  a+=flow.get(e);
   555 // 	}
   556 // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
   557 // 	  a-=flow.get(e);
   558 // 	}
   559 //       }
   560 //       return a;
   561 //     }
   562 //   };
   563 
   564 
   565 
   566 } // namespace hugo
   567 
   568 #endif //EDMONDS_KARP_HH