src/work/marci/edmonds_karp.h
author klao
Mon, 05 Apr 2004 18:24:37 +0000
changeset 310 76c005b15354
parent 301 7eb324ed5da3
child 311 6635b11938fe
permissions -rw-r--r--
Converted the "minlengthpaths" alg. to the new style graph_wrappers.
     1 // -*- c++ -*-
     2 #ifndef HUGO_EDMONDS_KARP_H
     3 #define HUGO_EDMONDS_KARP_H
     4 
     5 #include <algorithm>
     6 #include <list>
     7 #include <iterator>
     8 
     9 #include <bfs_iterator.h>
    10 #include <invalid.h>
    11 #include <graph_wrapper.h>
    12 
    13 namespace hugo {
    14 
    15   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
    16   class ResGraph {
    17   public:
    18     typedef typename Graph::Node Node;
    19     typedef typename Graph::NodeIt NodeIt;
    20   private:
    21     typedef typename Graph::SymEdgeIt OldSymEdgeIt;
    22     const Graph& G;
    23     FlowMap& flow;
    24     const CapacityMap& capacity;
    25   public:
    26     ResGraph(const Graph& _G, FlowMap& _flow, 
    27 	     const CapacityMap& _capacity) : 
    28       G(_G), flow(_flow), capacity(_capacity) { }
    29 
    30     class Edge; 
    31     class OutEdgeIt; 
    32     friend class Edge; 
    33     friend class OutEdgeIt; 
    34 
    35     class Edge {
    36       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    37     protected:
    38       const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG;
    39       OldSymEdgeIt sym;
    40     public:
    41       Edge() { } 
    42       //Edge(const Edge& e) : resG(e.resG), sym(e.sym) { }
    43       Number free() const { 
    44 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    45 	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    46 	} else { 
    47 	  return (resG->flow.get(sym)); 
    48 	}
    49       }
    50       bool valid() const { return sym.valid(); }
    51       void augment(Number a) const {
    52 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    53 	  resG->flow.set(sym, resG->flow.get(sym)+a);
    54 	  //resG->flow[sym]+=a;
    55 	} else { 
    56 	  resG->flow.set(sym, resG->flow.get(sym)-a);
    57 	  //resG->flow[sym]-=a;
    58 	}
    59       }
    60     };
    61 
    62     class OutEdgeIt : public Edge {
    63       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    64     public:
    65       OutEdgeIt() { }
    66       //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; }
    67     private:
    68       OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
    69       	resG=&_resG;
    70 	sym=resG->G.template first<OldSymEdgeIt>(v);
    71 	while( sym.valid() && !(free()>0) ) { ++sym; }
    72       }
    73     public:
    74       OutEdgeIt& operator++() { 
    75 	++sym; 
    76 	while( sym.valid() && !(free()>0) ) { ++sym; }
    77 	return *this; 
    78       }
    79     };
    80 
    81     void /*getF*/first(OutEdgeIt& e, Node v) const { 
    82       e=OutEdgeIt(*this, v); 
    83     }
    84     void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
    85     
    86     template< typename It >
    87     It first() const { 
    88       It e;      
    89       /*getF*/first(e);
    90       return e; 
    91     }
    92 
    93     template< typename It >
    94     It first(Node v) const { 
    95       It e;
    96       /*getF*/first(e, v);
    97       return e; 
    98     }
    99 
   100     Node tail(Edge e) const { return G.aNode(e.sym); }
   101     Node head(Edge e) const { return G.bNode(e.sym); }
   102 
   103     Node aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   104     Node bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   105 
   106     int id(Node v) const { return G.id(v); }
   107 
   108     template <typename S>
   109     class NodeMap {
   110       typename Graph::NodeMap<S> node_map; 
   111     public:
   112       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   113       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   114       void set(Node nit, S a) { node_map.set(nit, a); }
   115       S get(Node nit) const { return node_map.get(nit); }
   116       S& operator[](Node nit) { return node_map[nit]; } 
   117       const S& operator[](Node nit) const { return node_map[nit]; } 
   118     };
   119 
   120   };
   121 
   122 
   123   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   124   class ResGraph2 {
   125   public:
   126     typedef typename Graph::Node Node;
   127     typedef typename Graph::NodeIt NodeIt;
   128   private:
   129     //typedef typename Graph::SymEdgeIt OldSymEdgeIt;
   130     typedef typename Graph::OutEdgeIt OldOutEdgeIt;
   131     typedef typename Graph::InEdgeIt OldInEdgeIt;
   132     
   133     const Graph& G;
   134     FlowMap& flow;
   135     const CapacityMap& capacity;
   136   public:
   137     ResGraph2(const Graph& _G, FlowMap& _flow, 
   138 	     const CapacityMap& _capacity) : 
   139       G(_G), flow(_flow), capacity(_capacity) { }
   140 
   141     class Edge; 
   142     class OutEdgeIt; 
   143     friend class Edge; 
   144     friend class OutEdgeIt; 
   145 
   146     class Edge {
   147       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   148     protected:
   149       const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG;
   150       //OldSymEdgeIt sym;
   151       OldOutEdgeIt out;
   152       OldInEdgeIt in;
   153       bool out_or_in; //true, iff out
   154     public:
   155       Edge() : out_or_in(true) { } 
   156       Number free() const { 
   157 	if (out_or_in) { 
   158 	  return (resG->capacity.get(out)-resG->flow.get(out)); 
   159 	} else { 
   160 	  return (resG->flow.get(in)); 
   161 	}
   162       }
   163       bool valid() const { 
   164 	return out_or_in && out.valid() || in.valid(); }
   165       void augment(Number a) const {
   166 	if (out_or_in) { 
   167 	  resG->flow.set(out, resG->flow.get(out)+a);
   168 	} else { 
   169 	  resG->flow.set(in, resG->flow.get(in)-a);
   170 	}
   171       }
   172     };
   173 
   174     class OutEdgeIt : public Edge {
   175       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   176     public:
   177       OutEdgeIt() { }
   178     private:
   179       OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
   180       	resG=&_resG;
   181 	out=resG->G.template first<OldOutEdgeIt>(v);
   182 	while( out.valid() && !(free()>0) ) { ++out; }
   183 	if (!out.valid()) {
   184 	  out_or_in=0;
   185 	  in=resG->G.template first<OldInEdgeIt>(v);
   186 	  while( in.valid() && !(free()>0) ) { ++in; }
   187 	}
   188       }
   189     public:
   190       OutEdgeIt& operator++() { 
   191 	if (out_or_in) {
   192 	  Node v=resG->G.aNode(out);
   193 	  ++out;
   194 	  while( out.valid() && !(free()>0) ) { ++out; }
   195 	  if (!out.valid()) {
   196 	    out_or_in=0;
   197 	    in=resG->G.template first<OldInEdgeIt>(v);
   198 	    while( in.valid() && !(free()>0) ) { ++in; }
   199 	  }
   200 	} else {
   201 	  ++in;
   202 	  while( in.valid() && !(free()>0) ) { ++in; } 
   203 	}
   204 	return *this; 
   205       }
   206     };
   207 
   208     void /*getF*/first(OutEdgeIt& e, Node v) const { 
   209       e=OutEdgeIt(*this, v); 
   210     }
   211     void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
   212     
   213     template< typename It >
   214     It first() const { 
   215       It e;
   216       /*getF*/first(e);
   217       return e; 
   218     }
   219 
   220     template< typename It >
   221     It first(Node v) const { 
   222       It e;
   223       /*getF*/first(e, v);
   224       return e; 
   225     }
   226 
   227     Node tail(Edge e) const { 
   228       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   229     Node head(Edge e) const { 
   230       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   231 
   232     Node aNode(OutEdgeIt e) const { 
   233       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   234     Node bNode(OutEdgeIt e) const { 
   235       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   236 
   237     int id(Node v) const { return G.id(v); }
   238 
   239     template <typename S>
   240     class NodeMap {
   241       typename Graph::NodeMap<S> node_map; 
   242     public:
   243       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   244       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   245       void set(Node nit, S a) { node_map.set(nit, a); }
   246       S get(Node nit) const { return node_map.get(nit); }
   247     };
   248   };
   249 
   250 
   251   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   252   class MaxFlow {
   253   protected:
   254     typedef typename Graph::Node Node;
   255     typedef typename Graph::Edge Edge;
   256     typedef typename Graph::EdgeIt EdgeIt;
   257     typedef typename Graph::OutEdgeIt OutEdgeIt;
   258     typedef typename Graph::InEdgeIt InEdgeIt;
   259     const Graph* g;
   260     Node s;
   261     Node t;
   262     FlowMap* flow;
   263     const CapacityMap* capacity;
   264     typedef ResGraphWrapper<const Graph, Number, FlowMap, CapacityMap > ResGW;
   265     typedef typename ResGW::OutEdgeIt ResGWOutEdgeIt;
   266     typedef typename ResGW::Edge ResGWEdge;
   267   public:
   268 
   269     MaxFlow(const Graph& _g, Node _s, Node _t, FlowMap& _flow, const CapacityMap& _capacity) : 
   270       g(&_g), s(_s), t(_t), flow(&_flow), capacity(&_capacity) { }
   271 
   272     bool augmentOnShortestPath() {
   273       ResGW res_graph(*g, *flow, *capacity);
   274       bool _augment=false;
   275       
   276       typedef typename ResGW::NodeMap<bool> ReachedMap;
   277       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   278       bfs.pushAndSetReached(s);
   279 	
   280       typename ResGW::NodeMap<ResGWEdge> pred(res_graph); 
   281       pred.set(s, INVALID);
   282       
   283       typename ResGW::NodeMap<Number> free(res_graph);
   284 	
   285       //searching for augmenting path
   286       while ( !bfs.finished() ) { 
   287 	ResGWOutEdgeIt e=bfs;
   288 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   289 	  Node v=res_graph.tail(e);
   290 	  Node w=res_graph.head(e);
   291 	  pred.set(w, e);
   292 	  if (res_graph.valid(pred[v])) {
   293 	    free.set(w, std::min(free[v], res_graph.resCap(e)));
   294 	  } else {
   295 	    free.set(w, res_graph.resCap(e)); 
   296 	  }
   297 	  if (res_graph.head(e)==t) { _augment=true; break; }
   298 	}
   299 	
   300 	++bfs;
   301       } //end of searching augmenting path
   302 
   303       if (_augment) {
   304 	Node n=t;
   305 	Number augment_value=free[t];
   306 	while (res_graph.valid(pred[n])) { 
   307 	  ResGWEdge e=pred[n];
   308 	  res_graph.augment(e, augment_value); 
   309 	  n=res_graph.tail(e);
   310 	}
   311       }
   312 
   313       return _augment;
   314     }
   315 
   316     template<typename MapGraphWrapper> 
   317     class DistanceMap {
   318     protected:
   319       const MapGraphWrapper* g;
   320       typename MapGraphWrapper::NodeMap<int> dist; 
   321     public:
   322       DistanceMap(MapGraphWrapper& _g) : g(&_g), dist(*g, g->nodeNum()) { }
   323       void set(const typename MapGraphWrapper::Node& n, int a) { dist[n]=a; }
   324       int operator[](const typename MapGraphWrapper::Node& n) 
   325 	{ return dist[n]; }
   326 //       int get(const typename MapGraphWrapper::Node& n) const { 
   327 // 	return dist[n]; }
   328 //       bool get(const typename MapGraphWrapper::Edge& e) const { 
   329 // 	return (dist.get(g->tail(e))<dist.get(g->head(e))); }
   330       bool operator[](const typename MapGraphWrapper::Edge& e) const { 
   331 	return (dist[g->tail(e)]<dist[g->head(e)]); 
   332       }
   333     };
   334 
   335     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   336       typedef MutableGraph MG;
   337       bool _augment=false;
   338 
   339       ResGW res_graph(*g, *flow, *capacity);
   340 
   341       typedef typename ResGW::NodeMap<bool> ReachedMap;
   342       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   343 
   344       bfs.pushAndSetReached(s);
   345       //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   346       DistanceMap<ResGW> dist(res_graph);
   347       while ( !bfs.finished() ) { 
   348 	ResGWOutEdgeIt e=bfs;
   349 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   350 	  dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   351 	}
   352 	++bfs;
   353       } //computing distances from s in the residual graph
   354 
   355       MG F;
   356       typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   357       FilterResGW filter_res_graph(res_graph, dist);
   358       typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   359       {
   360 	typename ResGW::NodeIt n;
   361 	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   362 	  res_graph_to_F.set(n, F.addNode());
   363 	}
   364       }
   365 
   366       typename MG::Node sF=res_graph_to_F[s];
   367       typename MG::Node tF=res_graph_to_F[t];
   368       typename MG::EdgeMap<ResGWEdge> original_edge(F);
   369       typename MG::EdgeMap<Number> residual_capacity(F);
   370 
   371       //Making F to the graph containing the edges of the residual graph 
   372       //which are in some shortest paths
   373       {
   374 	typename FilterResGW::EdgeIt e;
   375 	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   376 	  //if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   377 	  typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   378 	  original_edge.update();
   379 	  original_edge.set(f, e);
   380 	  residual_capacity.update();
   381 	  residual_capacity.set(f, res_graph.resCap(e));
   382 	  //} 
   383 	}
   384       }
   385 
   386       bool __augment=true;
   387 
   388       while (__augment) {
   389 	__augment=false;
   390 	//computing blocking flow with dfs
   391 	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   392 	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   393 	typename MG::NodeMap<typename MG::Edge> pred(F);
   394 	pred.set(sF, INVALID);
   395 	//invalid iterators for sources
   396 
   397 	typename MG::NodeMap<Number> free(F);
   398 
   399 	dfs.pushAndSetReached(sF);      
   400 	while (!dfs.finished()) {
   401 	  ++dfs;
   402 	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   403 	    if (dfs.isBNodeNewlyReached()) {
   404 	      typename MG::Node v=F.aNode(dfs);
   405 	      typename MG::Node w=F.bNode(dfs);
   406 	      pred.set(w, dfs);
   407 	      if (F.valid(pred[v])) {
   408 		free.set(w, std::min(free[v], residual_capacity[dfs]));
   409 	      } else {
   410 		free.set(w, residual_capacity[dfs]); 
   411 	      }
   412 	      if (w==tF) { 
   413 		__augment=true; 
   414 		_augment=true;
   415 		break; 
   416 	      }
   417 	      
   418 	    } else {
   419 	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   420 	    }
   421 	  } 
   422 	}
   423 
   424 	if (__augment) {
   425 	  typename MG::Node n=tF;
   426 	  Number augment_value=free[tF];
   427 	  while (F.valid(pred[n])) { 
   428 	    typename MG::Edge e=pred[n];
   429 	    res_graph.augment(original_edge[e], augment_value); 
   430 	    n=F.tail(e);
   431 	    if (residual_capacity[e]==augment_value) 
   432 	      F.erase(e); 
   433 	    else 
   434 	      residual_capacity.set(e, residual_capacity[e]-augment_value);
   435 	  }
   436 	}
   437 	
   438       }
   439             
   440       return _augment;
   441     }
   442 
   443     template<typename MutableGraph> bool augmentOnBlockingFlow1() {      
   444       typedef MutableGraph MG;
   445       bool _augment=false;
   446 
   447       ResGW res_graph(*g, *flow, *capacity);
   448 
   449       //bfs for distances on the residual graph
   450       typedef typename ResGW::NodeMap<bool> ReachedMap;
   451       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   452       bfs.pushAndSetReached(s);
   453       typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   454 
   455       //F will contain the physical copy of the residual graph
   456       //with the set of edges which are on shortest paths
   457       MG F;
   458       typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   459       {
   460 	typename ResGW::NodeIt n;
   461 	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   462 	  res_graph_to_F.set(n, F.addNode());
   463 	}
   464       }
   465 
   466       typename MG::Node sF=res_graph_to_F[s];
   467       typename MG::Node tF=res_graph_to_F[t];
   468       typename MG::EdgeMap<ResGWEdge> original_edge(F);
   469       typename MG::EdgeMap<Number> residual_capacity(F);
   470 
   471       while ( !bfs.finished() ) { 
   472 	ResGWOutEdgeIt e=bfs;
   473 	if (res_graph.valid(e)) {
   474 	  if (bfs.isBNodeNewlyReached()) {
   475 	    dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   476 	    typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   477 	    original_edge.update();
   478 	    original_edge.set(f, e);
   479 	    residual_capacity.update();
   480 	    residual_capacity.set(f, res_graph.resCap(e));
   481 	  } else {
   482 	    if (dist[res_graph.head(e)]==(dist[res_graph.tail(e)]+1)) {
   483 	      typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   484 	      original_edge.update();
   485 	      original_edge.set(f, e);
   486 	      residual_capacity.update();
   487 	      residual_capacity.set(f, res_graph.resCap(e));
   488 	    }
   489 	  }
   490 	}
   491 	++bfs;
   492       } //computing distances from s in the residual graph
   493 
   494       bool __augment=true;
   495 
   496       while (__augment) {
   497 	__augment=false;
   498 	//computing blocking flow with dfs
   499 	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   500 	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   501 	typename MG::NodeMap<typename MG::Edge> pred(F);
   502 	pred.set(sF, INVALID);
   503 	//invalid iterators for sources
   504 
   505 	typename MG::NodeMap<Number> free(F);
   506 
   507 	dfs.pushAndSetReached(sF);      
   508 	while (!dfs.finished()) {
   509 	  ++dfs;
   510 	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   511 	    if (dfs.isBNodeNewlyReached()) {
   512 	      typename MG::Node v=F.aNode(dfs);
   513 	      typename MG::Node w=F.bNode(dfs);
   514 	      pred.set(w, dfs);
   515 	      if (F.valid(pred[v])) {
   516 		free.set(w, std::min(free[v], residual_capacity[dfs]));
   517 	      } else {
   518 		free.set(w, residual_capacity[dfs]); 
   519 	      }
   520 	      if (w==tF) { 
   521 		__augment=true; 
   522 		_augment=true;
   523 		break; 
   524 	      }
   525 	      
   526 	    } else {
   527 	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   528 	    }
   529 	  } 
   530 	}
   531 
   532 	if (__augment) {
   533 	  typename MG::Node n=tF;
   534 	  Number augment_value=free[tF];
   535 	  while (F.valid(pred[n])) { 
   536 	    typename MG::Edge e=pred[n];
   537 	    res_graph.augment(original_edge[e], augment_value); 
   538 	    n=F.tail(e);
   539 	    if (residual_capacity[e]==augment_value) 
   540 	      F.erase(e); 
   541 	    else 
   542 	      residual_capacity.set(e, residual_capacity[e]-augment_value);
   543 	  }
   544 	}
   545 	
   546       }
   547             
   548       return _augment;
   549     }
   550 
   551     bool augmentOnBlockingFlow2() {
   552       bool _augment=false;
   553 
   554       ResGW res_graph(*g, *flow, *capacity);
   555 
   556       typedef typename ResGW::NodeMap<bool> ReachedMap;
   557       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   558 
   559       bfs.pushAndSetReached(s);
   560       DistanceMap<ResGW> dist(res_graph);
   561       while ( !bfs.finished() ) { 
   562  	ResGWOutEdgeIt e=bfs;
   563  	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   564  	  dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   565  	}
   566 	++bfs;
   567       } //computing distances from s in the residual graph
   568 
   569       //Subgraph containing the edges on some shortest paths
   570       typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   571       FilterResGW filter_res_graph(res_graph, dist);
   572 
   573       //Subgraph, which is able to delete edges which are already 
   574       //met by the dfs
   575       typename FilterResGW::NodeMap<typename FilterResGW::OutEdgeIt> 
   576  	first_out_edges(filter_res_graph);
   577       typename FilterResGW::NodeIt v;
   578       for(filter_res_graph.first(v); filter_res_graph.valid(v); 
   579  	  filter_res_graph.next(v)) 
   580       {
   581  	typename FilterResGW::OutEdgeIt e;
   582  	filter_res_graph.first(e, v);
   583  	first_out_edges.set(v, e);
   584       }
   585       typedef ErasingFirstGraphWrapper<FilterResGW, typename FilterResGW::
   586 	NodeMap<typename FilterResGW::OutEdgeIt> > ErasingResGW;
   587       ErasingResGW erasing_res_graph(filter_res_graph, first_out_edges);
   588 
   589       bool __augment=true;
   590 
   591       while (__augment) {
   592 
   593  	__augment=false;
   594  	//computing blocking flow with dfs
   595 	typedef typename ErasingResGW::NodeMap<bool> BlockingReachedMap;
   596  	DfsIterator5< ErasingResGW, BlockingReachedMap > 
   597  	  dfs(erasing_res_graph);
   598  	typename ErasingResGW::NodeMap<typename ErasingResGW::OutEdgeIt> 
   599  	  pred(erasing_res_graph); 
   600  	pred.set(s, INVALID);
   601  	//invalid iterators for sources
   602 
   603  	typename ErasingResGW::NodeMap<Number> free(erasing_res_graph);
   604 
   605  	dfs.pushAndSetReached(s);
   606  	while (!dfs.finished()) {
   607  	  ++dfs;
   608  	  if (erasing_res_graph.valid(
   609  		/*typename ErasingResGW::OutEdgeIt*/(dfs))) 
   610  	  { 
   611  	    if (dfs.isBNodeNewlyReached()) {
   612 	  
   613  	      typename ErasingResGW::Node v=erasing_res_graph.aNode(dfs);
   614  	      typename ErasingResGW::Node w=erasing_res_graph.bNode(dfs);
   615 
   616  	      pred.set(w, /*typename ErasingResGW::OutEdgeIt*/(dfs));
   617  	      if (erasing_res_graph.valid(pred[v])) {
   618  		free.set(w, std::min(free[v], res_graph.resCap(dfs)));
   619  	      } else {
   620  		free.set(w, res_graph.resCap(dfs)); 
   621  	      }
   622 	      
   623  	      if (w==t) { 
   624  		__augment=true; 
   625  		_augment=true;
   626  		break; 
   627  	      }
   628 	    } else {
   629 	      erasing_res_graph.erase(dfs);
   630 	    }
   631 	  }
   632 	}	
   633 
   634  	if (__augment) {
   635  	  typename ErasingResGW::Node n=t;
   636  	  Number augment_value=free[n];
   637  	  while (erasing_res_graph.valid(pred[n])) { 
   638  	    typename ErasingResGW::OutEdgeIt e=pred[n];
   639  	    res_graph.augment(e, augment_value);
   640  	    n=erasing_res_graph.tail(e);
   641  	    if (res_graph.resCap(e)==0)
   642  	      erasing_res_graph.erase(e);
   643  	  }
   644  	}
   645       
   646       } //while (__augment) 
   647             
   648       return _augment;
   649     }
   650 
   651     void run() {
   652       //int num_of_augmentations=0;
   653       while (augmentOnShortestPath()) { 
   654 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   655 	//std::cout << ++num_of_augmentations << " ";
   656 	//std::cout<<std::endl;
   657       } 
   658     }
   659 
   660     template<typename MutableGraph> void run() {
   661       //int num_of_augmentations=0;
   662       //while (augmentOnShortestPath()) { 
   663 	while (augmentOnBlockingFlow<MutableGraph>()) { 
   664 	//std::cout << ++num_of_augmentations << " ";
   665 	//std::cout<<std::endl;
   666       } 
   667     }
   668 
   669     Number flowValue() { 
   670       Number a=0;
   671       OutEdgeIt e;
   672       for(g->first(e, s); g->valid(e); g->next(e)) {
   673 	a+=(*flow)[e];
   674       }
   675       return a;
   676     }
   677 
   678   };
   679 
   680 
   681 //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   682 //   class MaxMatching {
   683 //   public:
   684 //     typedef typename Graph::Node Node;
   685 //     typedef typename Graph::NodeIt NodeIt;
   686 //     typedef typename Graph::Edge Edge;
   687 //     typedef typename Graph::EdgeIt EdgeIt;
   688 //     typedef typename Graph::OutEdgeIt OutEdgeIt;
   689 //     typedef typename Graph::InEdgeIt InEdgeIt;
   690 
   691 //     typedef typename Graph::NodeMap<bool> SMap;
   692 //     typedef typename Graph::NodeMap<bool> TMap;
   693 //   private:
   694 //     const Graph* G;
   695 //     SMap* S;
   696 //     TMap* T;
   697 //     //Node s;
   698 //     //Node t;
   699 //     FlowMap* flow;
   700 //     const CapacityMap* capacity;
   701 //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   702 //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   703 //     typedef typename AugGraph::Edge AugEdge;
   704 //     typename Graph::NodeMap<int> used; //0
   705 
   706 //   public:
   707 //     MaxMatching(const Graph& _G, SMap& _S, TMap& _T, FlowMap& _flow, const CapacityMap& _capacity) : 
   708 //       G(&_G), S(&_S), T(&_T), flow(&_flow), capacity(&_capacity), used(_G) { }
   709 //     bool augmentOnShortestPath() {
   710 //       AugGraph res_graph(*G, *flow, *capacity);
   711 //       bool _augment=false;
   712       
   713 //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   714 //       BfsIterator5< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > bfs(res_graph);
   715 //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   716 //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   717 // 	if ((S->get(s)) && (used.get(s)<1) ) {
   718 // 	  //Number u=0;
   719 // 	  //for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   720 // 	  //u+=flow->get(e);
   721 // 	  //if (u<1) {
   722 // 	    bfs.pushAndSetReached(s);
   723 // 	    pred.set(s, AugEdge(INVALID));
   724 // 	    //}
   725 // 	}
   726 //       }
   727       
   728 //       typename AugGraph::NodeMap<Number> free(res_graph);
   729 	
   730 //       Node n;
   731 //       //searching for augmenting path
   732 //       while ( !bfs.finished() ) { 
   733 // 	AugOutEdgeIt e=bfs;
   734 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   735 // 	  Node v=res_graph.tail(e);
   736 // 	  Node w=res_graph.head(e);
   737 // 	  pred.set(w, e);
   738 // 	  if (res_graph.valid(pred.get(v))) {
   739 // 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   740 // 	  } else {
   741 // 	    free.set(w, res_graph.free(e)); 
   742 // 	  }
   743 // 	  n=res_graph.head(e);
   744 // 	  if (T->get(n) && (used.get(n)<1) ) { 
   745 // 	    //Number u=0;
   746 // 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   747 // 	    //u+=flow->get(f);
   748 // 	    //if (u<1) {
   749 // 	      _augment=true; 
   750 // 	      break; 
   751 // 	      //}
   752 // 	  }
   753 // 	}
   754 	
   755 // 	++bfs;
   756 //       } //end of searching augmenting path
   757 
   758 //       if (_augment) {
   759 // 	//Node n=t;
   760 // 	used.set(n, 1); //mind2 vegen jav
   761 // 	Number augment_value=free.get(n);
   762 // 	while (res_graph.valid(pred.get(n))) { 
   763 // 	  AugEdge e=pred.get(n);
   764 // 	  res_graph.augment(e, augment_value); 
   765 // 	  n=res_graph.tail(e);
   766 // 	}
   767 // 	used.set(n, 1); //mind2 vegen jav
   768 //       }
   769 
   770 //       return _augment;
   771 //     }
   772 
   773 // //     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   774 // //       bool _augment=false;
   775 
   776 // //       AugGraph res_graph(*G, *flow, *capacity);
   777 
   778 // //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   779 // //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   780 
   781 
   782 
   783 
   784 
   785 // //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   786 // //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   787 // // 	if (S->get(s)) {
   788 // // 	  Number u=0;
   789 // // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   790 // // 	    u+=flow->get(e);
   791 // // 	  if (u<1) {
   792 // // 	    bfs.pushAndSetReached(s);
   793 // // 	    //pred.set(s, AugEdge(INVALID));
   794 // // 	  }
   795 // // 	}
   796 // //       }
   797 
   798 
   799 
   800 
   801 // //       //bfs.pushAndSetReached(s);
   802 // //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   803 // //       while ( !bfs.finished() ) { 
   804 // // 	AugOutEdgeIt e=bfs;
   805 // // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   806 // // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   807 // // 	}
   808 	
   809 // // 	++bfs;
   810 // //       } //computing distances from s in the residual graph
   811 
   812 // //       MutableGraph F;
   813 // //       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   814 // // 	res_graph_to_F(res_graph);
   815 // //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   816 // // 	res_graph_to_F.set(n, F.addNode());
   817 // //       }
   818       
   819 // //       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   820 // //       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   821 
   822 // //       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   823 // //       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   824 
   825 // //       //Making F to the graph containing the edges of the residual graph 
   826 // //       //which are in some shortest paths
   827 // //       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   828 // // 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   829 // // 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   830 // // 	  original_edge.update();
   831 // // 	  original_edge.set(f, e);
   832 // // 	  residual_capacity.update();
   833 // // 	  residual_capacity.set(f, res_graph.free(e));
   834 // // 	} 
   835 // //       }
   836 
   837 // //       bool __augment=true;
   838 
   839 // //       while (__augment) {
   840 // // 	__augment=false;
   841 // // 	//computing blocking flow with dfs
   842 // // 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   843 // // 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   844 // // 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   845 // // 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   846 // // 	//invalid iterators for sources
   847 
   848 // // 	typename MutableGraph::NodeMap<Number> free(F);
   849 
   850 // // 	dfs.pushAndSetReached(sF);      
   851 // // 	while (!dfs.finished()) {
   852 // // 	  ++dfs;
   853 // // 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   854 // // 	    if (dfs.isBNodeNewlyReached()) {
   855 // // 	      typename MutableGraph::Node v=F.aNode(dfs);
   856 // // 	      typename MutableGraph::Node w=F.bNode(dfs);
   857 // // 	      pred.set(w, dfs);
   858 // // 	      if (F.valid(pred.get(v))) {
   859 // // 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   860 // // 	      } else {
   861 // // 		free.set(w, residual_capacity.get(dfs)); 
   862 // // 	      }
   863 // // 	      if (w==tF) { 
   864 // // 		__augment=true; 
   865 // // 		_augment=true;
   866 // // 		break; 
   867 // // 	      }
   868 	      
   869 // // 	    } else {
   870 // // 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   871 // // 	    }
   872 // // 	  } 
   873 // // 	}
   874 
   875 // // 	if (__augment) {
   876 // // 	  typename MutableGraph::Node n=tF;
   877 // // 	  Number augment_value=free.get(tF);
   878 // // 	  while (F.valid(pred.get(n))) { 
   879 // // 	    typename MutableGraph::Edge e=pred.get(n);
   880 // // 	    res_graph.augment(original_edge.get(e), augment_value); 
   881 // // 	    n=F.tail(e);
   882 // // 	    if (residual_capacity.get(e)==augment_value) 
   883 // // 	      F.erase(e); 
   884 // // 	    else 
   885 // // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   886 // // 	  }
   887 // // 	}
   888 	
   889 // //       }
   890             
   891 // //       return _augment;
   892 // //     }
   893 //     bool augmentOnBlockingFlow2() {
   894 //       bool _augment=false;
   895 
   896 //       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
   897 //       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
   898 //       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   899 //       typedef typename EAugGraph::Edge EAugEdge;
   900 
   901 //       EAugGraph res_graph(*G, *flow, *capacity);
   902 
   903 //       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   904 //       BfsIterator5< 
   905 // 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
   906 // 	/*typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt,*/ 
   907 // 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
   908 
   909 
   910 //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   911 //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   912 // 	if (S->get(s)) {
   913 // 	  Number u=0;
   914 // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   915 // 	    u+=flow->get(e);
   916 // 	  if (u<1) {
   917 // 	    bfs.pushAndSetReached(s);
   918 // 	    //pred.set(s, AugEdge(INVALID));
   919 // 	  }
   920 // 	}
   921 //       }
   922 
   923       
   924 //       //bfs.pushAndSetReached(s);
   925 
   926 //       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
   927 // 	NodeMap<int>& dist=res_graph.dist;
   928 
   929 //       while ( !bfs.finished() ) {
   930 // 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   931 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   932 // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   933 // 	}
   934 // 	++bfs;	
   935 //       } //computing distances from s in the residual graph
   936 
   937 //       bool __augment=true;
   938 
   939 //       while (__augment) {
   940 
   941 // 	__augment=false;
   942 // 	//computing blocking flow with dfs
   943 // 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   944 // 	DfsIterator5< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
   945 // 	  dfs(res_graph);
   946 // 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph, INVALID); 
   947 // 	//pred.set(s, EAugEdge(INVALID));
   948 // 	//invalid iterators for sources
   949 
   950 // 	typename EAugGraph::NodeMap<Number> free(res_graph);
   951 
   952 
   953 // 	//typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   954 //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   955 // 	if (S->get(s)) {
   956 // 	  Number u=0;
   957 // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   958 // 	    u+=flow->get(e);
   959 // 	  if (u<1) {
   960 // 	    dfs.pushAndSetReached(s);
   961 // 	    //pred.set(s, AugEdge(INVALID));
   962 // 	  }
   963 // 	}
   964 //       }
   965 
   966 
   967 
   968 //       //dfs.pushAndSetReached(s);
   969 //       typename EAugGraph::Node n;
   970 // 	while (!dfs.finished()) {
   971 // 	  ++dfs;
   972 // 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   973 // 	    if (dfs.isBNodeNewlyReached()) {
   974 	  
   975 // 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   976 // 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   977 
   978 // 	      pred.set(w, EAugOutEdgeIt(dfs));
   979 // 	      if (res_graph.valid(pred.get(v))) {
   980 // 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
   981 // 	      } else {
   982 // 		free.set(w, res_graph.free(dfs)); 
   983 // 	      }
   984 	     
   985 // 	      n=w;
   986 // 	      if (T->get(w)) {
   987 // 		Number u=0;
   988 // 		for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   989 // 		  u+=flow->get(f);
   990 // 		if (u<1) {
   991 // 		  __augment=true; 
   992 // 		  _augment=true;
   993 // 		  break; 
   994 // 		}
   995 // 	      }
   996 // 	    } else {
   997 // 	      res_graph.erase(dfs);
   998 // 	    }
   999 // 	  } 
  1000 
  1001 // 	}
  1002 
  1003 // 	if (__augment) {
  1004 // 	  // typename EAugGraph::Node n=t;
  1005 // 	  Number augment_value=free.get(n);
  1006 // 	  while (res_graph.valid(pred.get(n))) { 
  1007 // 	    EAugEdge e=pred.get(n);
  1008 // 	    res_graph.augment(e, augment_value);
  1009 // 	    n=res_graph.tail(e);
  1010 // 	    if (res_graph.free(e)==0)
  1011 // 	      res_graph.erase(e);
  1012 // 	  }
  1013 // 	}
  1014       
  1015 //       }
  1016             
  1017 //       return _augment;
  1018 //     }
  1019 //     void run() {
  1020 //       //int num_of_augmentations=0;
  1021 //       while (augmentOnShortestPath()) { 
  1022 // 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
  1023 // 	//std::cout << ++num_of_augmentations << " ";
  1024 // 	//std::cout<<std::endl;
  1025 //       } 
  1026 //     }
  1027 // //     template<typename MutableGraph> void run() {
  1028 // //       //int num_of_augmentations=0;
  1029 // //       //while (augmentOnShortestPath()) { 
  1030 // // 	while (augmentOnBlockingFlow<MutableGraph>()) { 
  1031 // // 	//std::cout << ++num_of_augmentations << " ";
  1032 // // 	//std::cout<<std::endl;
  1033 // //       } 
  1034 // //     } 
  1035 //     Number flowValue() { 
  1036 //       Number a=0;
  1037 //       EdgeIt e;
  1038 //       for(G->/*getF*/first(e); G->valid(e); G->next(e)) {
  1039 // 	a+=flow->get(e);
  1040 //       }
  1041 //       return a;
  1042 //     }
  1043 //   };
  1044 
  1045 
  1046 
  1047 
  1048 
  1049   
  1050 // //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
  1051 // //   class MaxFlow2 {
  1052 // //   public:
  1053 // //     typedef typename Graph::Node Node;
  1054 // //     typedef typename Graph::Edge Edge;
  1055 // //     typedef typename Graph::EdgeIt EdgeIt;
  1056 // //     typedef typename Graph::OutEdgeIt OutEdgeIt;
  1057 // //     typedef typename Graph::InEdgeIt InEdgeIt;
  1058 // //   private:
  1059 // //     const Graph& G;
  1060 // //     std::list<Node>& S;
  1061 // //     std::list<Node>& T;
  1062 // //     FlowMap& flow;
  1063 // //     const CapacityMap& capacity;
  1064 // //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
  1065 // //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
  1066 // //     typedef typename AugGraph::Edge AugEdge;
  1067 // //     typename Graph::NodeMap<bool> SMap;
  1068 // //     typename Graph::NodeMap<bool> TMap;
  1069 // //   public:
  1070 // //     MaxFlow2(const Graph& _G, std::list<Node>& _S, std::list<Node>& _T, FlowMap& _flow, const CapacityMap& _capacity) : G(_G), S(_S), T(_T), flow(_flow), capacity(_capacity), SMap(_G), TMap(_G) { 
  1071 // //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1072 // // 	  i!=S.end(); ++i) { 
  1073 // // 	SMap.set(*i, true); 
  1074 // //       }
  1075 // //       for (typename std::list<Node>::const_iterator i=T.begin(); 
  1076 // // 	   i!=T.end(); ++i) { 
  1077 // // 	TMap.set(*i, true); 
  1078 // //       }
  1079 // //     }
  1080 // //     bool augment() {
  1081 // //       AugGraph res_graph(G, flow, capacity);
  1082 // //       bool _augment=false;
  1083 // //       Node reached_t_node;
  1084       
  1085 // //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
  1086 // //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
  1087 // //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1088 // // 	  i!=S.end(); ++i) {
  1089 // // 	bfs.pushAndSetReached(*i);
  1090 // //       }
  1091 // //       //bfs.pushAndSetReached(s);
  1092 	
  1093 // //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
  1094 // //       //filled up with invalid iterators
  1095       
  1096 // //       typename AugGraph::NodeMap<Number> free(res_graph);
  1097 	
  1098 // //       //searching for augmenting path
  1099 // //       while ( !bfs.finished() ) { 
  1100 // // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
  1101 // // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
  1102 // // 	  Node v=res_graph.tail(e);
  1103 // // 	  Node w=res_graph.head(e);
  1104 // // 	  pred.set(w, e);
  1105 // // 	  if (pred.get(v).valid()) {
  1106 // // 	    free.set(w, std::min(free.get(v), e.free()));
  1107 // // 	  } else {
  1108 // // 	    free.set(w, e.free()); 
  1109 // // 	  }
  1110 // // 	  if (TMap.get(res_graph.head(e))) { 
  1111 // // 	    _augment=true; 
  1112 // // 	    reached_t_node=res_graph.head(e);
  1113 // // 	    break; 
  1114 // // 	  }
  1115 // // 	}
  1116 	
  1117 // // 	++bfs;
  1118 // //       } //end of searching augmenting path
  1119 
  1120 // //       if (_augment) {
  1121 // // 	Node n=reached_t_node;
  1122 // // 	Number augment_value=free.get(reached_t_node);
  1123 // // 	while (pred.get(n).valid()) { 
  1124 // // 	  AugEdge e=pred.get(n);
  1125 // // 	  e.augment(augment_value); 
  1126 // // 	  n=res_graph.tail(e);
  1127 // // 	}
  1128 // //       }
  1129 
  1130 // //       return _augment;
  1131 // //     }
  1132 // //     void run() {
  1133 // //       while (augment()) { } 
  1134 // //     }
  1135 // //     Number flowValue() { 
  1136 // //       Number a=0;
  1137 // //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1138 // // 	  i!=S.end(); ++i) { 
  1139 // // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
  1140 // // 	  a+=flow.get(e);
  1141 // // 	}
  1142 // // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
  1143 // // 	  a-=flow.get(e);
  1144 // // 	}
  1145 // //       }
  1146 // //       return a;
  1147 // //     }
  1148 // //   };
  1149 
  1150 
  1151 } // namespace hugo
  1152 
  1153 #endif //HUGO_EDMONDS_KARP_H