src/work/edmonds_karp.h
author alpar
Sat, 13 Mar 2004 22:49:54 +0000
changeset 184 08735c8704cd
parent 174 44700ed9ffaa
child 191 efea403c9595
permissions -rw-r--r--
.
     1 // -*- c++ -*-
     2 #ifndef EDMONDS_KARP_H
     3 #define EDMONDS_KARP_H
     4 
     5 #include <algorithm>
     6 #include <list>
     7 #include <iterator>
     8 
     9 #include <bfs_iterator.h>
    10 #include <invalid.h>
    11 
    12 namespace hugo {
    13 
    14   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
    15   class ResGraph {
    16   public:
    17     typedef typename Graph::Node Node;
    18     typedef typename Graph::NodeIt NodeIt;
    19   private:
    20     typedef typename Graph::SymEdgeIt OldSymEdgeIt;
    21     const Graph& G;
    22     FlowMap& flow;
    23     const CapacityMap& capacity;
    24   public:
    25     ResGraph(const Graph& _G, FlowMap& _flow, 
    26 	     const CapacityMap& _capacity) : 
    27       G(_G), flow(_flow), capacity(_capacity) { }
    28 
    29     class Edge; 
    30     class OutEdgeIt; 
    31     friend class Edge; 
    32     friend class OutEdgeIt; 
    33 
    34     class Edge {
    35       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    36     protected:
    37       const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG;
    38       OldSymEdgeIt sym;
    39     public:
    40       Edge() { } 
    41       //Edge(const Edge& e) : resG(e.resG), sym(e.sym) { }
    42       Number free() const { 
    43 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    44 	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    45 	} else { 
    46 	  return (resG->flow.get(sym)); 
    47 	}
    48       }
    49       bool valid() const { return sym.valid(); }
    50       void augment(Number a) const {
    51 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    52 	  resG->flow.set(sym, resG->flow.get(sym)+a);
    53 	  //resG->flow[sym]+=a;
    54 	} else { 
    55 	  resG->flow.set(sym, resG->flow.get(sym)-a);
    56 	  //resG->flow[sym]-=a;
    57 	}
    58       }
    59     };
    60 
    61     class OutEdgeIt : public Edge {
    62       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    63     public:
    64       OutEdgeIt() { }
    65       //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; }
    66     private:
    67       OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
    68       	resG=&_resG;
    69 	sym=resG->G.template first<OldSymEdgeIt>(v);
    70 	while( sym.valid() && !(free()>0) ) { ++sym; }
    71       }
    72     public:
    73       OutEdgeIt& operator++() { 
    74 	++sym; 
    75 	while( sym.valid() && !(free()>0) ) { ++sym; }
    76 	return *this; 
    77       }
    78     };
    79 
    80     void /*getF*/first(OutEdgeIt& e, Node v) const { 
    81       e=OutEdgeIt(*this, v); 
    82     }
    83     void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
    84     
    85     template< typename It >
    86     It first() const { 
    87       It e;      
    88       /*getF*/first(e);
    89       return e; 
    90     }
    91 
    92     template< typename It >
    93     It first(Node v) const { 
    94       It e;
    95       /*getF*/first(e, v);
    96       return e; 
    97     }
    98 
    99     Node tail(Edge e) const { return G.aNode(e.sym); }
   100     Node head(Edge e) const { return G.bNode(e.sym); }
   101 
   102     Node aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   103     Node bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   104 
   105     int id(Node v) const { return G.id(v); }
   106 
   107     template <typename S>
   108     class NodeMap {
   109       typename Graph::NodeMap<S> node_map; 
   110     public:
   111       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   112       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   113       void set(Node nit, S a) { node_map.set(nit, a); }
   114       S get(Node nit) const { return node_map.get(nit); }
   115       S& operator[](Node nit) { return node_map[nit]; } 
   116       const S& operator[](Node nit) const { return node_map[nit]; } 
   117     };
   118 
   119   };
   120 
   121 
   122   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   123   class ResGraph2 {
   124   public:
   125     typedef typename Graph::Node Node;
   126     typedef typename Graph::NodeIt NodeIt;
   127   private:
   128     //typedef typename Graph::SymEdgeIt OldSymEdgeIt;
   129     typedef typename Graph::OutEdgeIt OldOutEdgeIt;
   130     typedef typename Graph::InEdgeIt OldInEdgeIt;
   131     
   132     const Graph& G;
   133     FlowMap& flow;
   134     const CapacityMap& capacity;
   135   public:
   136     ResGraph2(const Graph& _G, FlowMap& _flow, 
   137 	     const CapacityMap& _capacity) : 
   138       G(_G), flow(_flow), capacity(_capacity) { }
   139 
   140     class Edge; 
   141     class OutEdgeIt; 
   142     friend class Edge; 
   143     friend class OutEdgeIt; 
   144 
   145     class Edge {
   146       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   147     protected:
   148       const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG;
   149       //OldSymEdgeIt sym;
   150       OldOutEdgeIt out;
   151       OldInEdgeIt in;
   152       bool out_or_in; //true, iff out
   153     public:
   154       Edge() : out_or_in(true) { } 
   155       Number free() const { 
   156 	if (out_or_in) { 
   157 	  return (resG->capacity.get(out)-resG->flow.get(out)); 
   158 	} else { 
   159 	  return (resG->flow.get(in)); 
   160 	}
   161       }
   162       bool valid() const { 
   163 	return out_or_in && out.valid() || in.valid(); }
   164       void augment(Number a) const {
   165 	if (out_or_in) { 
   166 	  resG->flow.set(out, resG->flow.get(out)+a);
   167 	} else { 
   168 	  resG->flow.set(in, resG->flow.get(in)-a);
   169 	}
   170       }
   171     };
   172 
   173     class OutEdgeIt : public Edge {
   174       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   175     public:
   176       OutEdgeIt() { }
   177     private:
   178       OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
   179       	resG=&_resG;
   180 	out=resG->G.template first<OldOutEdgeIt>(v);
   181 	while( out.valid() && !(free()>0) ) { ++out; }
   182 	if (!out.valid()) {
   183 	  out_or_in=0;
   184 	  in=resG->G.template first<OldInEdgeIt>(v);
   185 	  while( in.valid() && !(free()>0) ) { ++in; }
   186 	}
   187       }
   188     public:
   189       OutEdgeIt& operator++() { 
   190 	if (out_or_in) {
   191 	  Node v=resG->G.aNode(out);
   192 	  ++out;
   193 	  while( out.valid() && !(free()>0) ) { ++out; }
   194 	  if (!out.valid()) {
   195 	    out_or_in=0;
   196 	    in=resG->G.template first<OldInEdgeIt>(v);
   197 	    while( in.valid() && !(free()>0) ) { ++in; }
   198 	  }
   199 	} else {
   200 	  ++in;
   201 	  while( in.valid() && !(free()>0) ) { ++in; } 
   202 	}
   203 	return *this; 
   204       }
   205     };
   206 
   207     void /*getF*/first(OutEdgeIt& e, Node v) const { 
   208       e=OutEdgeIt(*this, v); 
   209     }
   210     void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
   211     
   212     template< typename It >
   213     It first() const { 
   214       It e;
   215       /*getF*/first(e);
   216       return e; 
   217     }
   218 
   219     template< typename It >
   220     It first(Node v) const { 
   221       It e;
   222       /*getF*/first(e, v);
   223       return e; 
   224     }
   225 
   226     Node tail(Edge e) const { 
   227       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   228     Node head(Edge e) const { 
   229       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   230 
   231     Node aNode(OutEdgeIt e) const { 
   232       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   233     Node bNode(OutEdgeIt e) const { 
   234       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   235 
   236     int id(Node v) const { return G.id(v); }
   237 
   238     template <typename S>
   239     class NodeMap {
   240       typename Graph::NodeMap<S> node_map; 
   241     public:
   242       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   243       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   244       void set(Node nit, S a) { node_map.set(nit, a); }
   245       S get(Node nit) const { return node_map.get(nit); }
   246     };
   247   };
   248 
   249 
   250   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   251   class MaxFlow {
   252   public:
   253     typedef typename Graph::Node Node;
   254     typedef typename Graph::Edge Edge;
   255     typedef typename Graph::EdgeIt EdgeIt;
   256     typedef typename Graph::OutEdgeIt OutEdgeIt;
   257     typedef typename Graph::InEdgeIt InEdgeIt;
   258 
   259   private:
   260     const Graph* G;
   261     Node s;
   262     Node t;
   263     FlowMap* flow;
   264     const CapacityMap* capacity;
   265     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   266     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   267     typedef typename AugGraph::Edge AugEdge;
   268 
   269     //AugGraph res_graph;    
   270     //typedef typename AugGraph::NodeMap<bool> ReachedMap;
   271     //typename AugGraph::NodeMap<AugEdge> pred; 
   272     //typename AugGraph::NodeMap<Number> free;
   273   public:
   274     MaxFlow(const Graph& _G, Node _s, Node _t, FlowMap& _flow, const CapacityMap& _capacity) : 
   275       G(&_G), s(_s), t(_t), flow(&_flow), capacity(&_capacity) //,  
   276       //res_graph(G, flow, capacity), pred(res_graph), free(res_graph) 
   277       { }
   278     bool augmentOnShortestPath() {
   279       AugGraph res_graph(*G, *flow, *capacity);
   280       bool _augment=false;
   281       
   282       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   283       BfsIterator5< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > res_bfs(res_graph);
   284       res_bfs.pushAndSetReached(s);
   285 	
   286       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   287       pred.set(s, AugEdge(INVALID));
   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 	  Node v=res_graph.tail(e);
   296 	  Node 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), res_graph.free(e)));
   300 	  } else {
   301 	    free.set(w, res_graph.free(e)); 
   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 	Node n=t;
   311 	Number augment_value=free.get(t);
   312 	while (res_graph.valid(pred.get(n))) { 
   313 	  AugEdge e=pred.get(n);
   314 	  res_graph.augment(e, augment_value); 
   315 	  //e.augment(augment_value); 
   316 	  n=res_graph.tail(e);
   317 	}
   318       }
   319 
   320       return _augment;
   321     }
   322 
   323     template<typename MutableGraph> bool augmentOnBlockingFlow() {
   324       
   325 //       std::cout << "number of nodes: " << G->nodeNum() << std::endl;
   326 //       typename Graph::NodeIt n; 
   327 //       G->first(n);
   328 //       for( ; G->valid(n); G->next(n)) {
   329 // 	std::cout << G->id(n) << std::endl;
   330 //       }
   331 //       std::cout << "meg elek 1";
   332 
   333 //       for(typename Graph::NodeIt n=G->template first<typename Graph::NodeIt>(); G->valid(n); G->next(n)) {
   334 // 	std::cout << G->id(n) << std::endl;
   335 //       }
   336 //       std::cout << "meg elek 2";
   337       
   338       bool _augment=false;
   339 
   340       AugGraph res_graph(*G, *flow, *capacity);
   341 
   342       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   343       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   344 
   345       bfs.pushAndSetReached(s);
   346       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   347       while ( !bfs.finished() ) { 
   348 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
   349 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   350 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   351 	}
   352 	
   353 	++bfs;
   354       } //computing distances from s in the residual graph
   355 
   356 //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   357 // 	std::cout << res_graph.id(n) << std::endl;
   358 //       }
   359 //       std::cout << "meg elek";
   360 
   361       MutableGraph F;
   362       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   363 	res_graph_to_F(res_graph);
   364       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   365 	res_graph_to_F.set(n, F.addNode());
   366       }
   367       
   368       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   369       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   370 
   371       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   372       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   373 
   374       //Making F to the graph containing the edges of the residual graph 
   375       //which are in some shortest paths
   376       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   377 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   378 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   379 	  original_edge.update();
   380 	  original_edge.set(f, e);
   381 	  residual_capacity.update();
   382 	  residual_capacity.set(f, res_graph.free(e));
   383 	} 
   384       }
   385 
   386 //       for(typename MutableGraph::NodeIt n=F.template first<typename MutableGraph::NodeIt>(); F.valid(n); F.next(n)) {
   387 // 	std::cout << F.id(n) << std::endl;
   388 //       }
   389 
   390       bool __augment=true;
   391 
   392       while (__augment) {
   393 	__augment=false;
   394 	//computing blocking flow with dfs
   395 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   396 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   397 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   398 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   399 	//invalid iterators for sources
   400 
   401 	typename MutableGraph::NodeMap<Number> free(F);
   402 
   403 	dfs.pushAndSetReached(sF);      
   404 	while (!dfs.finished()) {
   405 	  ++dfs;
   406 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   407 	    if (dfs.isBNodeNewlyReached()) {
   408 // 	      std::cout << "OutEdgeIt: " << dfs; 
   409 // 	      std::cout << " aNode: " << F.aNode(dfs); 
   410 // 	      std::cout << " bNode: " << F.bNode(dfs) << " ";
   411 	  
   412 	      typename MutableGraph::Node v=F.aNode(dfs);
   413 	      typename MutableGraph::Node w=F.bNode(dfs);
   414 	      pred.set(w, dfs);
   415 	      if (F.valid(pred.get(v))) {
   416 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   417 	      } else {
   418 		free.set(w, residual_capacity.get(dfs)); 
   419 	      }
   420 	      if (w==tF) { 
   421 		//std::cout << "AUGMENTATION"<<std::endl;
   422 		__augment=true; 
   423 		_augment=true;
   424 		break; 
   425 	      }
   426 	      
   427 	    } else {
   428 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   429 	    }
   430 	  } 
   431 	}
   432 
   433 	if (__augment) {
   434 	  typename MutableGraph::Node n=tF;
   435 	  Number augment_value=free.get(tF);
   436 	  while (F.valid(pred.get(n))) { 
   437 	    typename MutableGraph::Edge e=pred.get(n);
   438 	    res_graph.augment(original_edge.get(e), augment_value); 
   439 	    //original_edge.get(e).augment(augment_value); 
   440 	    n=F.tail(e);
   441 	    if (residual_capacity.get(e)==augment_value) 
   442 	      F.erase(e); 
   443 	    else 
   444 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   445 	  }
   446 	}
   447 	
   448       }
   449             
   450       return _augment;
   451     }
   452     bool augmentOnBlockingFlow2() {
   453       bool _augment=false;
   454 
   455       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
   456       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
   457       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   458       typedef typename EAugGraph::Edge EAugEdge;
   459 
   460       EAugGraph res_graph(*G, *flow, *capacity);
   461 
   462       //std::cout << "meg jo1" << std::endl;
   463 
   464       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   465       BfsIterator4< 
   466 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
   467 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt, 
   468 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
   469       
   470       //std::cout << "meg jo2" << std::endl;
   471 
   472       bfs.pushAndSetReached(s);
   473       //std::cout << "meg jo2.5" << std::endl;
   474 
   475       //typename EAugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   476       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
   477 	NodeMap<int>& dist=res_graph.dist;
   478       //std::cout << "meg jo2.6" << std::endl;
   479 
   480       while ( !bfs.finished() ) {
   481 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   482 //	EAugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
   483  	//if (res_graph.valid(e)) {
   484  	//    std::cout<<"a:"<<res_graph.tail(e)<<"b:"<<res_graph.head(e)<<std::endl;
   485  	//}
   486 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   487 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   488 	}
   489 	
   490 	++bfs;	
   491       } //computing distances from s in the residual graph
   492 
   493 
   494       //std::cout << "meg jo3" << std::endl;
   495 
   496 //       typedef typename EAugGraph::NodeIt EAugNodeIt;
   497 //       for(EAugNodeIt n=res_graph.template first<EAugNodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   498 // 	std::cout << "dist: " << dist.get(n) << std::endl;
   499 //       }
   500 
   501       bool __augment=true;
   502 
   503       while (__augment) {
   504 //	std::cout << "new iteration"<< std::endl;
   505 
   506 	__augment=false;
   507 	//computing blocking flow with dfs
   508 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   509 	DfsIterator4< EAugGraph, EAugOutEdgeIt, BlockingReachedMap > 
   510 	  dfs(res_graph);
   511 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph); 
   512 	pred.set(s, EAugEdge(INVALID));
   513 	//invalid iterators for sources
   514 
   515 	typename EAugGraph::NodeMap<Number> free(res_graph);
   516 
   517 	dfs.pushAndSetReached(s);
   518 	while (!dfs.finished()) {
   519 	  ++dfs;
   520 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   521 	    if (dfs.isBNodeNewlyReached()) {
   522 // 	      std::cout << "OutEdgeIt: " << dfs; 
   523 // 	      std::cout << " aNode: " << res_graph.aNode(dfs); 
   524 // 	      std::cout << " res cap: " << EAugOutEdgeIt(dfs).free(); 
   525 // 	      std::cout << " bNode: " << res_graph.bNode(dfs) << " ";
   526 	  
   527 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   528 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   529 
   530 	      pred.set(w, EAugOutEdgeIt(dfs));
   531 
   532 	      //std::cout << EAugOutEdgeIt(dfs).free() << std::endl;
   533 	      if (res_graph.valid(pred.get(v))) {
   534 		free.set(w, std::min(free.get(v), res_graph.free(/*EAugOutEdgeIt*/(dfs))));
   535 	      } else {
   536 		free.set(w, res_graph.free(/*EAugOutEdgeIt*/(dfs))); 
   537 	      }
   538 	      
   539 	      if (w==t) { 
   540 //		std::cout << "t is reached, AUGMENTATION"<<std::endl;
   541 		__augment=true; 
   542 		_augment=true;
   543 		break; 
   544 	      }
   545 	    } else {
   546 //	      std::cout << "<<DELETE ";
   547 //	      std::cout << " aNode: " << res_graph.aNode(dfs); 
   548 //	      std::cout << " res cap: " << EAugOutEdgeIt(dfs).free(); 
   549 //	      std::cout << " bNode: " << res_graph.bNode(dfs) << " ";
   550 //	      std::cout << "DELETE>> ";
   551 
   552 	      res_graph.erase(dfs);
   553 	    }
   554 	  } 
   555 
   556 	}
   557 
   558 	if (__augment) {
   559 	  typename EAugGraph::Node n=t;
   560 	  Number augment_value=free.get(t);
   561 //	  std::cout << "av:" << augment_value << std::endl;
   562 	  while (res_graph.valid(pred.get(n))) { 
   563 	    EAugEdge e=pred.get(n);
   564 	    res_graph.augment(e, augment_value);
   565 	    //e.augment(augment_value); 
   566 	    n=res_graph.tail(e);
   567 	    if (res_graph.free(e)==0)
   568 	      res_graph.erase(e);
   569 	  }
   570 	}
   571       
   572       }
   573             
   574       return _augment;
   575     }
   576     void run() {
   577       //int num_of_augmentations=0;
   578       while (augmentOnShortestPath()) { 
   579 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   580 	//std::cout << ++num_of_augmentations << " ";
   581 	//std::cout<<std::endl;
   582       } 
   583     }
   584     template<typename MutableGraph> void run() {
   585       //int num_of_augmentations=0;
   586       //while (augmentOnShortestPath()) { 
   587 	while (augmentOnBlockingFlow<MutableGraph>()) { 
   588 	//std::cout << ++num_of_augmentations << " ";
   589 	//std::cout<<std::endl;
   590       } 
   591     }
   592     Number flowValue() { 
   593       Number a=0;
   594       OutEdgeIt e;
   595       for(G->/*getF*/first(e, s); G->valid(e); G->next(e)) {
   596 	a+=flow->get(e);
   597       }
   598       return a;
   599     }
   600   };
   601 
   602   
   603 //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   604 //   class MaxFlow2 {
   605 //   public:
   606 //     typedef typename Graph::Node Node;
   607 //     typedef typename Graph::Edge Edge;
   608 //     typedef typename Graph::EdgeIt EdgeIt;
   609 //     typedef typename Graph::OutEdgeIt OutEdgeIt;
   610 //     typedef typename Graph::InEdgeIt InEdgeIt;
   611 //   private:
   612 //     const Graph& G;
   613 //     std::list<Node>& S;
   614 //     std::list<Node>& T;
   615 //     FlowMap& flow;
   616 //     const CapacityMap& capacity;
   617 //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   618 //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   619 //     typedef typename AugGraph::Edge AugEdge;
   620 //     typename Graph::NodeMap<bool> SMap;
   621 //     typename Graph::NodeMap<bool> TMap;
   622 //   public:
   623 //     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) { 
   624 //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   625 // 	  i!=S.end(); ++i) { 
   626 // 	SMap.set(*i, true); 
   627 //       }
   628 //       for (typename std::list<Node>::const_iterator i=T.begin(); 
   629 // 	   i!=T.end(); ++i) { 
   630 // 	TMap.set(*i, true); 
   631 //       }
   632 //     }
   633 //     bool augment() {
   634 //       AugGraph res_graph(G, flow, capacity);
   635 //       bool _augment=false;
   636 //       Node reached_t_node;
   637       
   638 //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   639 //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > res_bfs(res_graph);
   640 //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   641 // 	  i!=S.end(); ++i) {
   642 // 	res_bfs.pushAndSetReached(*i);
   643 //       }
   644 //       //res_bfs.pushAndSetReached(s);
   645 	
   646 //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   647 //       //filled up with invalid iterators
   648       
   649 //       typename AugGraph::NodeMap<Number> free(res_graph);
   650 	
   651 //       //searching for augmenting path
   652 //       while ( !res_bfs.finished() ) { 
   653 // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs);
   654 // 	if (e.valid() && res_bfs.isBNodeNewlyReached()) {
   655 // 	  Node v=res_graph.tail(e);
   656 // 	  Node w=res_graph.head(e);
   657 // 	  pred.set(w, e);
   658 // 	  if (pred.get(v).valid()) {
   659 // 	    free.set(w, std::min(free.get(v), e.free()));
   660 // 	  } else {
   661 // 	    free.set(w, e.free()); 
   662 // 	  }
   663 // 	  if (TMap.get(res_graph.head(e))) { 
   664 // 	    _augment=true; 
   665 // 	    reached_t_node=res_graph.head(e);
   666 // 	    break; 
   667 // 	  }
   668 // 	}
   669 	
   670 // 	++res_bfs;
   671 //       } //end of searching augmenting path
   672 
   673 //       if (_augment) {
   674 // 	Node n=reached_t_node;
   675 // 	Number augment_value=free.get(reached_t_node);
   676 // 	while (pred.get(n).valid()) { 
   677 // 	  AugEdge e=pred.get(n);
   678 // 	  e.augment(augment_value); 
   679 // 	  n=res_graph.tail(e);
   680 // 	}
   681 //       }
   682 
   683 //       return _augment;
   684 //     }
   685 //     void run() {
   686 //       while (augment()) { } 
   687 //     }
   688 //     Number flowValue() { 
   689 //       Number a=0;
   690 //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   691 // 	  i!=S.end(); ++i) { 
   692 // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
   693 // 	  a+=flow.get(e);
   694 // 	}
   695 // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
   696 // 	  a-=flow.get(e);
   697 // 	}
   698 //       }
   699 //       return a;
   700 //     }
   701 //   };
   702 
   703 
   704 
   705 } // namespace hugo
   706 
   707 #endif //EDMONDS_KARP_H