src/work/marci/experiment/edmonds_karp_1.h
author ladanyi
Tue, 05 Apr 2005 22:37:19 +0000
changeset 1308 0274efa2222f
parent 921 818510fa3d99
permissions -rw-r--r--
Applied the changes which somehow vanished during my last merge. Thanks goes
to Marci for noticing this. In detail:
- added amsmath and amssymb latex packages for latex documentation
- src/demo is also scanned for doxygen input files
     1 // -*- c++ -*-
     2 #ifndef LEMON_EDMONDS_KARP_H
     3 #define LEMON_EDMONDS_KARP_H
     4 
     5 #include <algorithm>
     6 #include <list>
     7 #include <iterator>
     8 
     9 #include <bfs_iterator_1.h>
    10 #include <invalid.h>
    11 #include <graph_wrapper_1.h>
    12 
    13 namespace lemon {
    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.source(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.source(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 source(Edge e) const { return G.aNode(e.sym); }
   101     Node target(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 source(Edge e) const { 
   228       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   229     Node target(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.source(e);
   290 	  Node w=res_graph.target(e);
   291 	  pred.set(w, e);
   292 	  if (res_graph.valid(pred.get(v))) {
   293 	    free.set(w, std::min(free.get(v), res_graph.resCap(e)));
   294 	  } else {
   295 	    free.set(w, res_graph.resCap(e)); 
   296 	  }
   297 	  if (res_graph.target(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.get(t);
   306 	while (res_graph.valid(pred.get(n))) { 
   307 	  ResGWEdge e=pred.get(n);
   308 	  res_graph.augment(e, augment_value); 
   309 	  n=res_graph.source(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 get(const typename MapGraphWrapper::Node& n) const { return dist[n]; }
   325       bool get(const typename MapGraphWrapper::Edge& e) const { 
   326 	return (dist.get(g->source(e))<dist.get(g->target(e))); 
   327       }
   328     };
   329 
   330     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   331       typedef MutableGraph MG;
   332       bool _augment=false;
   333 
   334       ResGW res_graph(*g, *flow, *capacity);
   335 
   336       typedef typename ResGW::NodeMap<bool> ReachedMap;
   337       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   338 
   339       bfs.pushAndSetReached(s);
   340       //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   341       DistanceMap<ResGW> dist(res_graph);
   342       while ( !bfs.finished() ) { 
   343 	ResGWOutEdgeIt e=bfs;
   344 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   345 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   346 	}
   347 	++bfs;
   348       } //computing distances from s in the residual graph
   349 
   350       MG F;
   351       typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   352       FilterResGW filter_res_graph(res_graph, dist);
   353       typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   354       {
   355 	typename ResGW::NodeIt n;
   356 	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   357 	  res_graph_to_F.set(n, F.addNode());
   358 	}
   359       }
   360 
   361       typename MG::Node sF=res_graph_to_F.get(s);
   362       typename MG::Node tF=res_graph_to_F.get(t);
   363       typename MG::EdgeMap<ResGWEdge> original_edge(F);
   364       typename MG::EdgeMap<Number> residual_capacity(F);
   365 
   366       //Making F to the graph containing the edges of the residual graph 
   367       //which are in some shortest paths
   368       {
   369 	typename FilterResGW::EdgeIt e;
   370 	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   371 	  //if (dist.get(res_graph.target(e))==dist.get(res_graph.source(e))+1) {
   372 	  typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   373 	  original_edge.update();
   374 	  original_edge.set(f, e);
   375 	  residual_capacity.update();
   376 	  residual_capacity.set(f, res_graph.resCap(e));
   377 	  //} 
   378 	}
   379       }
   380 
   381       bool __augment=true;
   382 
   383       while (__augment) {
   384 	__augment=false;
   385 	//computing blocking flow with dfs
   386 	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   387 	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   388 	typename MG::NodeMap<typename MG::Edge> pred(F);
   389 	pred.set(sF, INVALID);
   390 	//invalid iterators for sources
   391 
   392 	typename MG::NodeMap<Number> free(F);
   393 
   394 	dfs.pushAndSetReached(sF);      
   395 	while (!dfs.finished()) {
   396 	  ++dfs;
   397 	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   398 	    if (dfs.isBNodeNewlyReached()) {
   399 	      typename MG::Node v=F.aNode(dfs);
   400 	      typename MG::Node w=F.bNode(dfs);
   401 	      pred.set(w, dfs);
   402 	      if (F.valid(pred.get(v))) {
   403 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   404 	      } else {
   405 		free.set(w, residual_capacity.get(dfs)); 
   406 	      }
   407 	      if (w==tF) { 
   408 		__augment=true; 
   409 		_augment=true;
   410 		break; 
   411 	      }
   412 	      
   413 	    } else {
   414 	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   415 	    }
   416 	  } 
   417 	}
   418 
   419 	if (__augment) {
   420 	  typename MG::Node n=tF;
   421 	  Number augment_value=free.get(tF);
   422 	  while (F.valid(pred.get(n))) { 
   423 	    typename MG::Edge e=pred.get(n);
   424 	    res_graph.augment(original_edge.get(e), augment_value); 
   425 	    n=F.source(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 
   438     template<typename MutableGraph> bool augmentOnBlockingFlow1() {      
   439       typedef MutableGraph MG;
   440       bool _augment=false;
   441 
   442       ResGW res_graph(*g, *flow, *capacity);
   443 
   444       //bfs for distances on the residual graph
   445       typedef typename ResGW::NodeMap<bool> ReachedMap;
   446       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   447       bfs.pushAndSetReached(s);
   448       typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   449 
   450       //F will contain the physical copy of the residual graph
   451       //with the set of edges which are on shortest paths
   452       MG F;
   453       typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   454       {
   455 	typename ResGW::NodeIt n;
   456 	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   457 	  res_graph_to_F.set(n, F.addNode());
   458 	}
   459       }
   460 
   461       typename MG::Node sF=res_graph_to_F.get(s);
   462       typename MG::Node tF=res_graph_to_F.get(t);
   463       typename MG::EdgeMap<ResGWEdge> original_edge(F);
   464       typename MG::EdgeMap<Number> residual_capacity(F);
   465 
   466       while ( !bfs.finished() ) { 
   467 	ResGWOutEdgeIt e=bfs;
   468 	if (res_graph.valid(e)) {
   469 	  if (bfs.isBNodeNewlyReached()) {
   470 	    dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   471 	    typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   472 	    original_edge.update();
   473 	    original_edge.set(f, e);
   474 	    residual_capacity.update();
   475 	    residual_capacity.set(f, res_graph.resCap(e));
   476 	  } else {
   477 	    if (dist.get(res_graph.target(e))==(dist.get(res_graph.source(e))+1)) {
   478 	      typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   479 	      original_edge.update();
   480 	      original_edge.set(f, e);
   481 	      residual_capacity.update();
   482 	      residual_capacity.set(f, res_graph.resCap(e));
   483 	    }
   484 	  }
   485 	}
   486 	++bfs;
   487       } //computing distances from s in the residual graph
   488 
   489       bool __augment=true;
   490 
   491       while (__augment) {
   492 	__augment=false;
   493 	//computing blocking flow with dfs
   494 	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   495 	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   496 	typename MG::NodeMap<typename MG::Edge> pred(F);
   497 	pred.set(sF, INVALID);
   498 	//invalid iterators for sources
   499 
   500 	typename MG::NodeMap<Number> free(F);
   501 
   502 	dfs.pushAndSetReached(sF);      
   503 	while (!dfs.finished()) {
   504 	  ++dfs;
   505 	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   506 	    if (dfs.isBNodeNewlyReached()) {
   507 	      typename MG::Node v=F.aNode(dfs);
   508 	      typename MG::Node w=F.bNode(dfs);
   509 	      pred.set(w, dfs);
   510 	      if (F.valid(pred.get(v))) {
   511 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   512 	      } else {
   513 		free.set(w, residual_capacity.get(dfs)); 
   514 	      }
   515 	      if (w==tF) { 
   516 		__augment=true; 
   517 		_augment=true;
   518 		break; 
   519 	      }
   520 	      
   521 	    } else {
   522 	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   523 	    }
   524 	  } 
   525 	}
   526 
   527 	if (__augment) {
   528 	  typename MG::Node n=tF;
   529 	  Number augment_value=free.get(tF);
   530 	  while (F.valid(pred.get(n))) { 
   531 	    typename MG::Edge e=pred.get(n);
   532 	    res_graph.augment(original_edge.get(e), augment_value); 
   533 	    n=F.source(e);
   534 	    if (residual_capacity.get(e)==augment_value) 
   535 	      F.erase(e); 
   536 	    else 
   537 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   538 	  }
   539 	}
   540 	
   541       }
   542             
   543       return _augment;
   544     }
   545 
   546     bool augmentOnBlockingFlow2() {
   547       bool _augment=false;
   548 
   549       ResGW res_graph(*g, *flow, *capacity);
   550 
   551       typedef typename ResGW::NodeMap<bool> ReachedMap;
   552       BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   553 
   554       bfs.pushAndSetReached(s);
   555       DistanceMap<ResGW> dist(res_graph);
   556       while ( !bfs.finished() ) { 
   557  	ResGWOutEdgeIt e=bfs;
   558  	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   559  	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   560  	}
   561 	++bfs;
   562       } //computing distances from s in the residual graph
   563 
   564       //Subgraph containing the edges on some shortest paths
   565       typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   566       FilterResGW filter_res_graph(res_graph, dist);
   567 
   568       //Subgraph, which is able to delete edges which are already 
   569       //met by the dfs
   570       typename FilterResGW::NodeMap<typename FilterResGW::OutEdgeIt> 
   571  	first_out_edges(filter_res_graph);
   572       typename FilterResGW::NodeIt v;
   573       for(filter_res_graph.first(v); filter_res_graph.valid(v); 
   574  	  filter_res_graph.next(v)) 
   575       {
   576  	typename FilterResGW::OutEdgeIt e;
   577  	filter_res_graph.first(e, v);
   578  	first_out_edges.set(v, e);
   579       }
   580       typedef ErasingFirstGraphWrapper<FilterResGW, typename FilterResGW::
   581 	NodeMap<typename FilterResGW::OutEdgeIt> > ErasingResGW;
   582       ErasingResGW erasing_res_graph(filter_res_graph, first_out_edges);
   583 
   584       bool __augment=true;
   585 
   586       while (__augment) {
   587 
   588  	__augment=false;
   589  	//computing blocking flow with dfs
   590 	typedef typename ErasingResGW::NodeMap<bool> BlockingReachedMap;
   591  	DfsIterator5< ErasingResGW, BlockingReachedMap > 
   592  	  dfs(erasing_res_graph);
   593  	typename ErasingResGW::NodeMap<typename ErasingResGW::OutEdgeIt> 
   594  	  pred(erasing_res_graph); 
   595  	pred.set(s, INVALID);
   596  	//invalid iterators for sources
   597 
   598  	typename ErasingResGW::NodeMap<Number> free(erasing_res_graph);
   599 
   600  	dfs.pushAndSetReached(s);
   601  	while (!dfs.finished()) {
   602  	  ++dfs;
   603  	  if (erasing_res_graph.valid(
   604  		/*typename ErasingResGW::OutEdgeIt*/(dfs))) 
   605  	  { 
   606  	    if (dfs.isBNodeNewlyReached()) {
   607 	  
   608  	      typename ErasingResGW::Node v=erasing_res_graph.aNode(dfs);
   609  	      typename ErasingResGW::Node w=erasing_res_graph.bNode(dfs);
   610 
   611  	      pred.set(w, /*typename ErasingResGW::OutEdgeIt*/(dfs));
   612  	      if (erasing_res_graph.valid(pred.get(v))) {
   613  		free.set(w, std::min(free.get(v), res_graph.resCap(dfs)));
   614  	      } else {
   615  		free.set(w, res_graph.resCap(dfs)); 
   616  	      }
   617 	      
   618  	      if (w==t) { 
   619  		__augment=true; 
   620  		_augment=true;
   621  		break; 
   622  	      }
   623 	    } else {
   624 	      erasing_res_graph.erase(dfs);
   625 	    }
   626 	  }
   627 	}	
   628 
   629  	if (__augment) {
   630  	  typename ErasingResGW::Node n=t;
   631  	  Number augment_value=free.get(n);
   632  	  while (erasing_res_graph.valid(pred.get(n))) { 
   633  	    typename ErasingResGW::OutEdgeIt e=pred.get(n);
   634  	    res_graph.augment(e, augment_value);
   635  	    n=erasing_res_graph.source(e);
   636  	    if (res_graph.resCap(e)==0)
   637  	      erasing_res_graph.erase(e);
   638  	  }
   639  	}
   640       
   641       } //while (__augment) 
   642             
   643       return _augment;
   644     }
   645 
   646     void run() {
   647       //int num_of_augmentations=0;
   648       while (augmentOnShortestPath()) { 
   649 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   650 	//std::cout << ++num_of_augmentations << " ";
   651 	//std::cout<<std::endl;
   652       } 
   653     }
   654 
   655     template<typename MutableGraph> void run() {
   656       //int num_of_augmentations=0;
   657       //while (augmentOnShortestPath()) { 
   658 	while (augmentOnBlockingFlow<MutableGraph>()) { 
   659 	//std::cout << ++num_of_augmentations << " ";
   660 	//std::cout<<std::endl;
   661       } 
   662     }
   663 
   664     Number flowValue() { 
   665       Number a=0;
   666       OutEdgeIt e;
   667       for(g->first(e, s); g->valid(e); g->next(e)) {
   668 	a+=flow->get(e);
   669       }
   670       return a;
   671     }
   672 
   673   };
   674 
   675 
   676 //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   677 //   class MaxMatching {
   678 //   public:
   679 //     typedef typename Graph::Node Node;
   680 //     typedef typename Graph::NodeIt NodeIt;
   681 //     typedef typename Graph::Edge Edge;
   682 //     typedef typename Graph::EdgeIt EdgeIt;
   683 //     typedef typename Graph::OutEdgeIt OutEdgeIt;
   684 //     typedef typename Graph::InEdgeIt InEdgeIt;
   685 
   686 //     typedef typename Graph::NodeMap<bool> SMap;
   687 //     typedef typename Graph::NodeMap<bool> TMap;
   688 //   private:
   689 //     const Graph* G;
   690 //     SMap* S;
   691 //     TMap* T;
   692 //     //Node s;
   693 //     //Node t;
   694 //     FlowMap* flow;
   695 //     const CapacityMap* capacity;
   696 //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   697 //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   698 //     typedef typename AugGraph::Edge AugEdge;
   699 //     typename Graph::NodeMap<int> used; //0
   700 
   701 //   public:
   702 //     MaxMatching(const Graph& _G, SMap& _S, TMap& _T, FlowMap& _flow, const CapacityMap& _capacity) : 
   703 //       G(&_G), S(&_S), T(&_T), flow(&_flow), capacity(&_capacity), used(_G) { }
   704 //     bool augmentOnShortestPath() {
   705 //       AugGraph res_graph(*G, *flow, *capacity);
   706 //       bool _augment=false;
   707       
   708 //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   709 //       BfsIterator5< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > bfs(res_graph);
   710 //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   711 //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   712 // 	if ((S->get(s)) && (used.get(s)<1) ) {
   713 // 	  //Number u=0;
   714 // 	  //for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   715 // 	  //u+=flow->get(e);
   716 // 	  //if (u<1) {
   717 // 	    bfs.pushAndSetReached(s);
   718 // 	    pred.set(s, AugEdge(INVALID));
   719 // 	    //}
   720 // 	}
   721 //       }
   722       
   723 //       typename AugGraph::NodeMap<Number> free(res_graph);
   724 	
   725 //       Node n;
   726 //       //searching for augmenting path
   727 //       while ( !bfs.finished() ) { 
   728 // 	AugOutEdgeIt e=bfs;
   729 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   730 // 	  Node v=res_graph.source(e);
   731 // 	  Node w=res_graph.target(e);
   732 // 	  pred.set(w, e);
   733 // 	  if (res_graph.valid(pred.get(v))) {
   734 // 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   735 // 	  } else {
   736 // 	    free.set(w, res_graph.free(e)); 
   737 // 	  }
   738 // 	  n=res_graph.target(e);
   739 // 	  if (T->get(n) && (used.get(n)<1) ) { 
   740 // 	    //Number u=0;
   741 // 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   742 // 	    //u+=flow->get(f);
   743 // 	    //if (u<1) {
   744 // 	      _augment=true; 
   745 // 	      break; 
   746 // 	      //}
   747 // 	  }
   748 // 	}
   749 	
   750 // 	++bfs;
   751 //       } //end of searching augmenting path
   752 
   753 //       if (_augment) {
   754 // 	//Node n=t;
   755 // 	used.set(n, 1); //mind2 vegen jav
   756 // 	Number augment_value=free.get(n);
   757 // 	while (res_graph.valid(pred.get(n))) { 
   758 // 	  AugEdge e=pred.get(n);
   759 // 	  res_graph.augment(e, augment_value); 
   760 // 	  n=res_graph.source(e);
   761 // 	}
   762 // 	used.set(n, 1); //mind2 vegen jav
   763 //       }
   764 
   765 //       return _augment;
   766 //     }
   767 
   768 // //     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   769 // //       bool _augment=false;
   770 
   771 // //       AugGraph res_graph(*G, *flow, *capacity);
   772 
   773 // //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   774 // //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   775 
   776 
   777 
   778 
   779 
   780 // //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   781 // //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   782 // // 	if (S->get(s)) {
   783 // // 	  Number u=0;
   784 // // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   785 // // 	    u+=flow->get(e);
   786 // // 	  if (u<1) {
   787 // // 	    bfs.pushAndSetReached(s);
   788 // // 	    //pred.set(s, AugEdge(INVALID));
   789 // // 	  }
   790 // // 	}
   791 // //       }
   792 
   793 
   794 
   795 
   796 // //       //bfs.pushAndSetReached(s);
   797 // //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   798 // //       while ( !bfs.finished() ) { 
   799 // // 	AugOutEdgeIt e=bfs;
   800 // // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   801 // // 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   802 // // 	}
   803 	
   804 // // 	++bfs;
   805 // //       } //computing distances from s in the residual graph
   806 
   807 // //       MutableGraph F;
   808 // //       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   809 // // 	res_graph_to_F(res_graph);
   810 // //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   811 // // 	res_graph_to_F.set(n, F.addNode());
   812 // //       }
   813       
   814 // //       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   815 // //       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   816 
   817 // //       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   818 // //       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   819 
   820 // //       //Making F to the graph containing the edges of the residual graph 
   821 // //       //which are in some shortest paths
   822 // //       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   823 // // 	if (dist.get(res_graph.target(e))==dist.get(res_graph.source(e))+1) {
   824 // // 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   825 // // 	  original_edge.update();
   826 // // 	  original_edge.set(f, e);
   827 // // 	  residual_capacity.update();
   828 // // 	  residual_capacity.set(f, res_graph.free(e));
   829 // // 	} 
   830 // //       }
   831 
   832 // //       bool __augment=true;
   833 
   834 // //       while (__augment) {
   835 // // 	__augment=false;
   836 // // 	//computing blocking flow with dfs
   837 // // 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   838 // // 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   839 // // 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   840 // // 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   841 // // 	//invalid iterators for sources
   842 
   843 // // 	typename MutableGraph::NodeMap<Number> free(F);
   844 
   845 // // 	dfs.pushAndSetReached(sF);      
   846 // // 	while (!dfs.finished()) {
   847 // // 	  ++dfs;
   848 // // 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   849 // // 	    if (dfs.isBNodeNewlyReached()) {
   850 // // 	      typename MutableGraph::Node v=F.aNode(dfs);
   851 // // 	      typename MutableGraph::Node w=F.bNode(dfs);
   852 // // 	      pred.set(w, dfs);
   853 // // 	      if (F.valid(pred.get(v))) {
   854 // // 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   855 // // 	      } else {
   856 // // 		free.set(w, residual_capacity.get(dfs)); 
   857 // // 	      }
   858 // // 	      if (w==tF) { 
   859 // // 		__augment=true; 
   860 // // 		_augment=true;
   861 // // 		break; 
   862 // // 	      }
   863 	      
   864 // // 	    } else {
   865 // // 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   866 // // 	    }
   867 // // 	  } 
   868 // // 	}
   869 
   870 // // 	if (__augment) {
   871 // // 	  typename MutableGraph::Node n=tF;
   872 // // 	  Number augment_value=free.get(tF);
   873 // // 	  while (F.valid(pred.get(n))) { 
   874 // // 	    typename MutableGraph::Edge e=pred.get(n);
   875 // // 	    res_graph.augment(original_edge.get(e), augment_value); 
   876 // // 	    n=F.source(e);
   877 // // 	    if (residual_capacity.get(e)==augment_value) 
   878 // // 	      F.erase(e); 
   879 // // 	    else 
   880 // // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   881 // // 	  }
   882 // // 	}
   883 	
   884 // //       }
   885             
   886 // //       return _augment;
   887 // //     }
   888 //     bool augmentOnBlockingFlow2() {
   889 //       bool _augment=false;
   890 
   891 //       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
   892 //       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
   893 //       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   894 //       typedef typename EAugGraph::Edge EAugEdge;
   895 
   896 //       EAugGraph res_graph(*G, *flow, *capacity);
   897 
   898 //       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   899 //       BfsIterator5< 
   900 // 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
   901 // 	/*typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt,*/ 
   902 // 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
   903 
   904 
   905 //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   906 //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   907 // 	if (S->get(s)) {
   908 // 	  Number u=0;
   909 // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   910 // 	    u+=flow->get(e);
   911 // 	  if (u<1) {
   912 // 	    bfs.pushAndSetReached(s);
   913 // 	    //pred.set(s, AugEdge(INVALID));
   914 // 	  }
   915 // 	}
   916 //       }
   917 
   918       
   919 //       //bfs.pushAndSetReached(s);
   920 
   921 //       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
   922 // 	NodeMap<int>& dist=res_graph.dist;
   923 
   924 //       while ( !bfs.finished() ) {
   925 // 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   926 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   927 // 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   928 // 	}
   929 // 	++bfs;	
   930 //       } //computing distances from s in the residual graph
   931 
   932 //       bool __augment=true;
   933 
   934 //       while (__augment) {
   935 
   936 // 	__augment=false;
   937 // 	//computing blocking flow with dfs
   938 // 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   939 // 	DfsIterator5< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
   940 // 	  dfs(res_graph);
   941 // 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph, INVALID); 
   942 // 	//pred.set(s, EAugEdge(INVALID));
   943 // 	//invalid iterators for sources
   944 
   945 // 	typename EAugGraph::NodeMap<Number> free(res_graph);
   946 
   947 
   948 // 	//typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   949 //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   950 // 	if (S->get(s)) {
   951 // 	  Number u=0;
   952 // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   953 // 	    u+=flow->get(e);
   954 // 	  if (u<1) {
   955 // 	    dfs.pushAndSetReached(s);
   956 // 	    //pred.set(s, AugEdge(INVALID));
   957 // 	  }
   958 // 	}
   959 //       }
   960 
   961 
   962 
   963 //       //dfs.pushAndSetReached(s);
   964 //       typename EAugGraph::Node n;
   965 // 	while (!dfs.finished()) {
   966 // 	  ++dfs;
   967 // 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   968 // 	    if (dfs.isBNodeNewlyReached()) {
   969 	  
   970 // 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   971 // 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   972 
   973 // 	      pred.set(w, EAugOutEdgeIt(dfs));
   974 // 	      if (res_graph.valid(pred.get(v))) {
   975 // 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
   976 // 	      } else {
   977 // 		free.set(w, res_graph.free(dfs)); 
   978 // 	      }
   979 	     
   980 // 	      n=w;
   981 // 	      if (T->get(w)) {
   982 // 		Number u=0;
   983 // 		for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   984 // 		  u+=flow->get(f);
   985 // 		if (u<1) {
   986 // 		  __augment=true; 
   987 // 		  _augment=true;
   988 // 		  break; 
   989 // 		}
   990 // 	      }
   991 // 	    } else {
   992 // 	      res_graph.erase(dfs);
   993 // 	    }
   994 // 	  } 
   995 
   996 // 	}
   997 
   998 // 	if (__augment) {
   999 // 	  // typename EAugGraph::Node n=t;
  1000 // 	  Number augment_value=free.get(n);
  1001 // 	  while (res_graph.valid(pred.get(n))) { 
  1002 // 	    EAugEdge e=pred.get(n);
  1003 // 	    res_graph.augment(e, augment_value);
  1004 // 	    n=res_graph.source(e);
  1005 // 	    if (res_graph.free(e)==0)
  1006 // 	      res_graph.erase(e);
  1007 // 	  }
  1008 // 	}
  1009       
  1010 //       }
  1011             
  1012 //       return _augment;
  1013 //     }
  1014 //     void run() {
  1015 //       //int num_of_augmentations=0;
  1016 //       while (augmentOnShortestPath()) { 
  1017 // 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
  1018 // 	//std::cout << ++num_of_augmentations << " ";
  1019 // 	//std::cout<<std::endl;
  1020 //       } 
  1021 //     }
  1022 // //     template<typename MutableGraph> void run() {
  1023 // //       //int num_of_augmentations=0;
  1024 // //       //while (augmentOnShortestPath()) { 
  1025 // // 	while (augmentOnBlockingFlow<MutableGraph>()) { 
  1026 // // 	//std::cout << ++num_of_augmentations << " ";
  1027 // // 	//std::cout<<std::endl;
  1028 // //       } 
  1029 // //     } 
  1030 //     Number flowValue() { 
  1031 //       Number a=0;
  1032 //       EdgeIt e;
  1033 //       for(G->/*getF*/first(e); G->valid(e); G->next(e)) {
  1034 // 	a+=flow->get(e);
  1035 //       }
  1036 //       return a;
  1037 //     }
  1038 //   };
  1039 
  1040 
  1041 
  1042 
  1043 
  1044   
  1045 // //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
  1046 // //   class MaxFlow2 {
  1047 // //   public:
  1048 // //     typedef typename Graph::Node Node;
  1049 // //     typedef typename Graph::Edge Edge;
  1050 // //     typedef typename Graph::EdgeIt EdgeIt;
  1051 // //     typedef typename Graph::OutEdgeIt OutEdgeIt;
  1052 // //     typedef typename Graph::InEdgeIt InEdgeIt;
  1053 // //   private:
  1054 // //     const Graph& G;
  1055 // //     std::list<Node>& S;
  1056 // //     std::list<Node>& T;
  1057 // //     FlowMap& flow;
  1058 // //     const CapacityMap& capacity;
  1059 // //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
  1060 // //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
  1061 // //     typedef typename AugGraph::Edge AugEdge;
  1062 // //     typename Graph::NodeMap<bool> SMap;
  1063 // //     typename Graph::NodeMap<bool> TMap;
  1064 // //   public:
  1065 // //     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) { 
  1066 // //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1067 // // 	  i!=S.end(); ++i) { 
  1068 // // 	SMap.set(*i, true); 
  1069 // //       }
  1070 // //       for (typename std::list<Node>::const_iterator i=T.begin(); 
  1071 // // 	   i!=T.end(); ++i) { 
  1072 // // 	TMap.set(*i, true); 
  1073 // //       }
  1074 // //     }
  1075 // //     bool augment() {
  1076 // //       AugGraph res_graph(G, flow, capacity);
  1077 // //       bool _augment=false;
  1078 // //       Node reached_t_node;
  1079       
  1080 // //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
  1081 // //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
  1082 // //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1083 // // 	  i!=S.end(); ++i) {
  1084 // // 	bfs.pushAndSetReached(*i);
  1085 // //       }
  1086 // //       //bfs.pushAndSetReached(s);
  1087 	
  1088 // //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
  1089 // //       //filled up with invalid iterators
  1090       
  1091 // //       typename AugGraph::NodeMap<Number> free(res_graph);
  1092 	
  1093 // //       //searching for augmenting path
  1094 // //       while ( !bfs.finished() ) { 
  1095 // // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
  1096 // // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
  1097 // // 	  Node v=res_graph.source(e);
  1098 // // 	  Node w=res_graph.target(e);
  1099 // // 	  pred.set(w, e);
  1100 // // 	  if (pred.get(v).valid()) {
  1101 // // 	    free.set(w, std::min(free.get(v), e.free()));
  1102 // // 	  } else {
  1103 // // 	    free.set(w, e.free()); 
  1104 // // 	  }
  1105 // // 	  if (TMap.get(res_graph.target(e))) { 
  1106 // // 	    _augment=true; 
  1107 // // 	    reached_t_node=res_graph.target(e);
  1108 // // 	    break; 
  1109 // // 	  }
  1110 // // 	}
  1111 	
  1112 // // 	++bfs;
  1113 // //       } //end of searching augmenting path
  1114 
  1115 // //       if (_augment) {
  1116 // // 	Node n=reached_t_node;
  1117 // // 	Number augment_value=free.get(reached_t_node);
  1118 // // 	while (pred.get(n).valid()) { 
  1119 // // 	  AugEdge e=pred.get(n);
  1120 // // 	  e.augment(augment_value); 
  1121 // // 	  n=res_graph.source(e);
  1122 // // 	}
  1123 // //       }
  1124 
  1125 // //       return _augment;
  1126 // //     }
  1127 // //     void run() {
  1128 // //       while (augment()) { } 
  1129 // //     }
  1130 // //     Number flowValue() { 
  1131 // //       Number a=0;
  1132 // //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1133 // // 	  i!=S.end(); ++i) { 
  1134 // // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
  1135 // // 	  a+=flow.get(e);
  1136 // // 	}
  1137 // // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
  1138 // // 	  a-=flow.get(e);
  1139 // // 	}
  1140 // //       }
  1141 // //       return a;
  1142 // //     }
  1143 // //   };
  1144 
  1145 
  1146 } // namespace lemon
  1147 
  1148 #endif //LEMON_EDMONDS_KARP_H