Improved docs.
     1 #ifndef EDMONDS_KARP_HH
 
     2 #define EDMONDS_KARP_HH
 
     8 #include <bfs_iterator.hh>
 
     9 //#include <time_measure.h>
 
    13   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
 
    16     typedef typename Graph::NodeIt NodeIt;
 
    17     typedef typename Graph::EachNodeIt EachNodeIt;
 
    19     typedef typename Graph::SymEdgeIt OldSymEdgeIt;
 
    22     const CapacityMap& capacity;
 
    24     ResGraph(const Graph& _G, FlowMap& _flow, 
 
    25 	     const CapacityMap& _capacity) : 
 
    26       G(_G), flow(_flow), capacity(_capacity) { }
 
    31     friend class OutEdgeIt; 
 
    34       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
 
    36       const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG;
 
    40       //EdgeIt(const EdgeIt& e) : resG(e.resG), sym(e.sym) { }
 
    42 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
 
    43 	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
 
    45 	  return (resG->flow.get(sym)); 
 
    48       bool valid() const { return sym.valid(); }
 
    49       void augment(Number a) const {
 
    50 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
 
    51 	  resG->flow.set(sym, resG->flow.get(sym)+a);
 
    54 	  resG->flow.set(sym, resG->flow.get(sym)-a);
 
    60     class OutEdgeIt : public EdgeIt {
 
    61       friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
 
    64       //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; }
 
    66       OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, NodeIt v) { 
 
    68 	sym=resG->G.template first<OldSymEdgeIt>(v);
 
    69 	while( sym.valid() && !(free()>0) ) { ++sym; }
 
    72       OutEdgeIt& operator++() { 
 
    74 	while( sym.valid() && !(free()>0) ) { ++sym; }
 
    79     void getFirst(OutEdgeIt& e, NodeIt v) const { 
 
    80       e=OutEdgeIt(*this, v); 
 
    82     void getFirst(EachNodeIt& v) const { G.getFirst(v); }
 
    84     template< typename It >
 
    91     template< typename It >
 
    92     It first(NodeIt v) const { 
 
    98     NodeIt tail(EdgeIt e) const { return G.aNode(e.sym); }
 
    99     NodeIt head(EdgeIt e) const { return G.bNode(e.sym); }
 
   101     NodeIt aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
 
   102     NodeIt bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
 
   104     int id(NodeIt v) const { return G.id(v); }
 
   106     template <typename S>
 
   108       typename Graph::NodeMap<S> node_map; 
 
   110       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
 
   111       NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
 
   112       void set(NodeIt nit, S a) { node_map.set(nit, a); }
 
   113       S get(NodeIt nit) const { return node_map.get(nit); }
 
   114       S& operator[](NodeIt nit) { return node_map[nit]; } 
 
   115       const S& operator[](NodeIt nit) const { return node_map[nit]; } 
 
   121   template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
 
   124     typedef typename Graph::NodeIt NodeIt;
 
   125     typedef typename Graph::EachNodeIt EachNodeIt;
 
   127     //typedef typename Graph::SymEdgeIt OldSymEdgeIt;
 
   128     typedef typename Graph::OutEdgeIt OldOutEdgeIt;
 
   129     typedef typename Graph::InEdgeIt OldInEdgeIt;
 
   133     const CapacityMap& capacity;
 
   135     ResGraph2(const Graph& _G, FlowMap& _flow, 
 
   136 	     const CapacityMap& _capacity) : 
 
   137       G(_G), flow(_flow), capacity(_capacity) { }
 
   142     friend class OutEdgeIt; 
 
   145       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
 
   147       const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG;
 
   151       bool out_or_in; //true, iff out
 
   153       EdgeIt() : out_or_in(true) { } 
 
   154       Number free() const { 
 
   156 	  return (resG->capacity.get(out)-resG->flow.get(out)); 
 
   158 	  return (resG->flow.get(in)); 
 
   162 	return out_or_in && out.valid() || in.valid(); }
 
   163       void augment(Number a) const {
 
   165 	  resG->flow.set(out, resG->flow.get(out)+a);
 
   167 	  resG->flow.set(in, resG->flow.get(in)-a);
 
   172     class OutEdgeIt : public EdgeIt {
 
   173       friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
 
   177       OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, NodeIt v) { 
 
   179 	out=resG->G.template first<OldOutEdgeIt>(v);
 
   180 	while( out.valid() && !(free()>0) ) { ++out; }
 
   183 	  in=resG->G.template first<OldInEdgeIt>(v);
 
   184 	  while( in.valid() && !(free()>0) ) { ++in; }
 
   188       OutEdgeIt& operator++() { 
 
   190 	  NodeIt v=resG->G.aNode(out);
 
   192 	  while( out.valid() && !(free()>0) ) { ++out; }
 
   195 	    in=resG->G.template first<OldInEdgeIt>(v);
 
   196 	    while( in.valid() && !(free()>0) ) { ++in; }
 
   200 	  while( in.valid() && !(free()>0) ) { ++in; } 
 
   206     void getFirst(OutEdgeIt& e, NodeIt v) const { 
 
   207       e=OutEdgeIt(*this, v); 
 
   209     void getFirst(EachNodeIt& v) const { G.getFirst(v); }
 
   211     template< typename It >
 
   218     template< typename It >
 
   219     It first(NodeIt v) const { 
 
   225     NodeIt tail(EdgeIt e) const { 
 
   226       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
 
   227     NodeIt head(EdgeIt e) const { 
 
   228       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
 
   230     NodeIt aNode(OutEdgeIt e) const { 
 
   231       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
 
   232     NodeIt bNode(OutEdgeIt e) const { 
 
   233       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
 
   235     int id(NodeIt v) const { return G.id(v); }
 
   237     template <typename S>
 
   239       typename Graph::NodeMap<S> node_map; 
 
   241       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
 
   242       NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
 
   243       void set(NodeIt nit, S a) { node_map.set(nit, a); }
 
   244       S get(NodeIt nit) const { return node_map.get(nit); }
 
   249   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
 
   252     typedef typename Graph::NodeIt NodeIt;
 
   253     typedef typename Graph::EdgeIt EdgeIt;
 
   254     typedef typename Graph::EachEdgeIt EachEdgeIt;
 
   255     typedef typename Graph::OutEdgeIt OutEdgeIt;
 
   256     typedef typename Graph::InEdgeIt InEdgeIt;
 
   263     const CapacityMap* capacity;
 
   264     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
 
   265     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
 
   266     typedef typename AugGraph::EdgeIt AugEdgeIt;
 
   268     //AugGraph res_graph;    
 
   269     //typedef typename AugGraph::NodeMap<bool> ReachedMap;
 
   270     //typename AugGraph::NodeMap<AugEdgeIt> pred; 
 
   271     //typename AugGraph::NodeMap<Number> free;
 
   273     MaxFlow(const Graph& _G, NodeIt _s, NodeIt _t, FlowMap& _flow, const CapacityMap& _capacity) : 
 
   274       G(&_G), s(_s), t(_t), flow(&_flow), capacity(&_capacity) //,  
 
   275       //res_graph(G, flow, capacity), pred(res_graph), free(res_graph) 
 
   277     bool augmentOnShortestPath() {
 
   278       AugGraph res_graph(*G, *flow, *capacity);
 
   281       typedef typename AugGraph::NodeMap<bool> ReachedMap;
 
   282       BfsIterator5< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > res_bfs(res_graph);
 
   283       res_bfs.pushAndSetReached(s);
 
   285       typename AugGraph::NodeMap<AugEdgeIt> pred(res_graph); 
 
   286       //filled up with invalid iterators
 
   287       //pred.set(s, AugEdgeIt());
 
   289       typename AugGraph::NodeMap<Number> free(res_graph);
 
   291       //searching for augmenting path
 
   292       while ( !res_bfs.finished() ) { 
 
   293 	AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs);
 
   294 	if (res_graph.valid(e) && res_bfs.isBNodeNewlyReached()) {
 
   295 	  NodeIt v=res_graph.tail(e);
 
   296 	  NodeIt w=res_graph.head(e);
 
   298 	  if (res_graph.valid(pred.get(v))) {
 
   299 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
 
   301 	    free.set(w, res_graph.free(e)); 
 
   303 	  if (res_graph.head(e)==t) { _augment=true; break; }
 
   307       } //end of searching augmenting path
 
   311 	Number augment_value=free.get(t);
 
   312 	while (res_graph.valid(pred.get(n))) { 
 
   313 	  AugEdgeIt e=pred.get(n);
 
   314 	  res_graph.augment(e, augment_value); 
 
   315 	  //e.augment(augment_value); 
 
   323     template<typename MutableGraph> bool augmentOnBlockingFlow() {
 
   326       AugGraph res_graph(*G, *flow, *capacity);
 
   328       typedef typename AugGraph::NodeMap<bool> ReachedMap;
 
   329       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
 
   331       bfs.pushAndSetReached(s);
 
   332       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
 
   333       while ( !bfs.finished() ) { 
 
   334 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
 
   335 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
 
   336 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
 
   340       } //computing distances from s in the residual graph
 
   343       typename AugGraph::NodeMap<NodeIt> res_graph_to_F(res_graph);
 
   344       for(typename AugGraph::EachNodeIt n=res_graph.template first<typename AugGraph::EachNodeIt>(); res_graph.valid(n); res_graph.next(n)) {
 
   345 	res_graph_to_F.set(n, F.addNode());
 
   348       typename MutableGraph::NodeIt sF=res_graph_to_F.get(s);
 
   349       typename MutableGraph::NodeIt tF=res_graph_to_F.get(t);
 
   351       typename MutableGraph::EdgeMap<AugEdgeIt> original_edge(F);
 
   352       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
 
   354       //Making F to the graph containing the edges of the residual graph 
 
   355       //which are in some shortest paths
 
   356       for(typename AugGraph::EachEdgeIt e=res_graph.template first<typename AugGraph::EachEdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
 
   357 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
 
   358 	  typename MutableGraph::EdgeIt f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
 
   359 	  original_edge.update();
 
   360 	  original_edge.set(f, e);
 
   361 	  residual_capacity.update();
 
   362 	  residual_capacity.set(f, res_graph.free(e));
 
   370 	//computing blocking flow with dfs
 
   371 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
 
   372 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
 
   373 	typename MutableGraph::NodeMap<EdgeIt> pred(F); //invalid iterators
 
   374 	typename MutableGraph::NodeMap<Number> free(F);
 
   376 	dfs.pushAndSetReached(sF);      
 
   377 	while (!dfs.finished()) {
 
   379 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
 
   380 	    if (dfs.isBNodeNewlyReached()) {
 
   381 // 	      std::cout << "OutEdgeIt: " << dfs; 
 
   382 // 	      std::cout << " aNode: " << F.aNode(dfs); 
 
   383 // 	      std::cout << " bNode: " << F.bNode(dfs) << " ";
 
   385 	      typename MutableGraph::NodeIt v=F.aNode(dfs);
 
   386 	      typename MutableGraph::NodeIt w=F.bNode(dfs);
 
   388 	      if (F.valid(pred.get(v))) {
 
   389 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
 
   391 		free.set(w, residual_capacity.get(dfs)); 
 
   394 		//std::cout << "AUGMENTATION"<<std::endl;
 
   401 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
 
   407 	  typename MutableGraph::NodeIt n=tF;
 
   408 	  Number augment_value=free.get(tF);
 
   409 	  while (F.valid(pred.get(n))) { 
 
   410 	    typename MutableGraph::EdgeIt e=pred.get(n);
 
   411 	    res_graph.augment(original_edge.get(e), augment_value); 
 
   412 	    //original_edge.get(e).augment(augment_value); 
 
   414 	    if (residual_capacity.get(e)==augment_value) 
 
   417 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
 
   425     bool augmentOnBlockingFlow2() {
 
   428       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
 
   429       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
 
   430       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
 
   431       typedef typename EAugGraph::EdgeIt EAugEdgeIt;
 
   433       EAugGraph res_graph(*G, *flow, *capacity);
 
   435       //std::cout << "meg jo1" << std::endl;
 
   437       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
 
   439 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
 
   440 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt, 
 
   441 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
 
   443       //std::cout << "meg jo2" << std::endl;
 
   445       bfs.pushAndSetReached(s);
 
   446       //std::cout << "meg jo2.5" << std::endl;
 
   448       //typename EAugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
 
   449       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
 
   450 	NodeMap<int>& dist=res_graph.dist;
 
   451       //std::cout << "meg jo2.6" << std::endl;
 
   453       while ( !bfs.finished() ) {
 
   454 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
 
   455 //	EAugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
 
   456  	//if (res_graph.valid(e)) {
 
   457  	//    std::cout<<"a:"<<res_graph.tail(e)<<"b:"<<res_graph.head(e)<<std::endl;
 
   459 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
 
   460 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
 
   464       } //computing distances from s in the residual graph
 
   467       //std::cout << "meg jo3" << std::endl;
 
   469 //       typedef typename EAugGraph::EachNodeIt EAugEachNodeIt;
 
   470 //       for(EAugEachNodeIt n=res_graph.template first<EAugEachNodeIt>(); res_graph.valid(n); res_graph.next(n)) {
 
   471 // 	std::cout << "dist: " << dist.get(n) << std::endl;
 
   477 //	std::cout << "new iteration"<< std::endl;
 
   480 	//computing blocking flow with dfs
 
   481 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
 
   482 	DfsIterator4< EAugGraph, EAugOutEdgeIt, BlockingReachedMap > 
 
   484 	typename EAugGraph::NodeMap<EAugEdgeIt> pred(res_graph); //invalid iterators
 
   485 	typename EAugGraph::NodeMap<Number> free(res_graph);
 
   487 	dfs.pushAndSetReached(s);
 
   488 	while (!dfs.finished()) {
 
   490 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
 
   491 	    if (dfs.isBNodeNewlyReached()) {
 
   492 // 	      std::cout << "OutEdgeIt: " << dfs; 
 
   493 // 	      std::cout << " aNode: " << res_graph.aNode(dfs); 
 
   494 // 	      std::cout << " res cap: " << EAugOutEdgeIt(dfs).free(); 
 
   495 // 	      std::cout << " bNode: " << res_graph.bNode(dfs) << " ";
 
   497 	      typename EAugGraph::NodeIt v=res_graph.aNode(dfs);
 
   498 	      typename EAugGraph::NodeIt w=res_graph.bNode(dfs);
 
   500 	      pred.set(w, EAugOutEdgeIt(dfs));
 
   502 	      //std::cout << EAugOutEdgeIt(dfs).free() << std::endl;
 
   503 	      if (res_graph.valid(pred.get(v))) {
 
   504 		free.set(w, std::min(free.get(v), res_graph.free(/*EAugOutEdgeIt*/(dfs))));
 
   506 		free.set(w, res_graph.free(/*EAugOutEdgeIt*/(dfs))); 
 
   510 //		std::cout << "t is reached, AUGMENTATION"<<std::endl;
 
   516 //	      std::cout << "<<DELETE ";
 
   517 //	      std::cout << " aNode: " << res_graph.aNode(dfs); 
 
   518 //	      std::cout << " res cap: " << EAugOutEdgeIt(dfs).free(); 
 
   519 //	      std::cout << " bNode: " << res_graph.bNode(dfs) << " ";
 
   520 //	      std::cout << "DELETE>> ";
 
   522 	      res_graph.erase(dfs);
 
   529 	  typename EAugGraph::NodeIt n=t;
 
   530 	  Number augment_value=free.get(t);
 
   531 //	  std::cout << "av:" << augment_value << std::endl;
 
   532 	  while (res_graph.valid(pred.get(n))) { 
 
   533 	    EAugEdgeIt e=pred.get(n);
 
   534 	    res_graph.augment(e, augment_value);
 
   535 	    //e.augment(augment_value); 
 
   537 	    if (res_graph.free(e)==0)
 
   547       //int num_of_augmentations=0;
 
   548       while (augmentOnShortestPath()) { 
 
   549 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
 
   550 	//std::cout << ++num_of_augmentations << " ";
 
   551 	//std::cout<<std::endl;
 
   554     template<typename MutableGraph> void run() {
 
   555       //int num_of_augmentations=0;
 
   556       //while (augmentOnShortestPath()) { 
 
   557 	while (augmentOnBlockingFlow<MutableGraph>()) { 
 
   558 	//std::cout << ++num_of_augmentations << " ";
 
   559 	//std::cout<<std::endl;
 
   565       for(G->getFirst(e, s); G->valid(e); G->next(e)) {
 
   573 //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
 
   576 //     typedef typename Graph::NodeIt NodeIt;
 
   577 //     typedef typename Graph::EdgeIt EdgeIt;
 
   578 //     typedef typename Graph::EachEdgeIt EachEdgeIt;
 
   579 //     typedef typename Graph::OutEdgeIt OutEdgeIt;
 
   580 //     typedef typename Graph::InEdgeIt InEdgeIt;
 
   583 //     std::list<NodeIt>& S;
 
   584 //     std::list<NodeIt>& T;
 
   586 //     const CapacityMap& capacity;
 
   587 //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
 
   588 //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
 
   589 //     typedef typename AugGraph::EdgeIt AugEdgeIt;
 
   590 //     typename Graph::NodeMap<bool> SMap;
 
   591 //     typename Graph::NodeMap<bool> TMap;
 
   593 //     MaxFlow2(const Graph& _G, std::list<NodeIt>& _S, std::list<NodeIt>& _T, FlowMap& _flow, const CapacityMap& _capacity) : G(_G), S(_S), T(_T), flow(_flow), capacity(_capacity), SMap(_G), TMap(_G) { 
 
   594 //       for(typename std::list<NodeIt>::const_iterator i=S.begin(); 
 
   595 // 	  i!=S.end(); ++i) { 
 
   596 // 	SMap.set(*i, true); 
 
   598 //       for (typename std::list<NodeIt>::const_iterator i=T.begin(); 
 
   599 // 	   i!=T.end(); ++i) { 
 
   600 // 	TMap.set(*i, true); 
 
   604 //       AugGraph res_graph(G, flow, capacity);
 
   605 //       bool _augment=false;
 
   606 //       NodeIt reached_t_node;
 
   608 //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
 
   609 //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > res_bfs(res_graph);
 
   610 //       for(typename std::list<NodeIt>::const_iterator i=S.begin(); 
 
   611 // 	  i!=S.end(); ++i) {
 
   612 // 	res_bfs.pushAndSetReached(*i);
 
   614 //       //res_bfs.pushAndSetReached(s);
 
   616 //       typename AugGraph::NodeMap<AugEdgeIt> pred(res_graph); 
 
   617 //       //filled up with invalid iterators
 
   619 //       typename AugGraph::NodeMap<Number> free(res_graph);
 
   621 //       //searching for augmenting path
 
   622 //       while ( !res_bfs.finished() ) { 
 
   623 // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(res_bfs);
 
   624 // 	if (e.valid() && res_bfs.isBNodeNewlyReached()) {
 
   625 // 	  NodeIt v=res_graph.tail(e);
 
   626 // 	  NodeIt w=res_graph.head(e);
 
   628 // 	  if (pred.get(v).valid()) {
 
   629 // 	    free.set(w, std::min(free.get(v), e.free()));
 
   631 // 	    free.set(w, e.free()); 
 
   633 // 	  if (TMap.get(res_graph.head(e))) { 
 
   635 // 	    reached_t_node=res_graph.head(e);
 
   641 //       } //end of searching augmenting path
 
   644 // 	NodeIt n=reached_t_node;
 
   645 // 	Number augment_value=free.get(reached_t_node);
 
   646 // 	while (pred.get(n).valid()) { 
 
   647 // 	  AugEdgeIt e=pred.get(n);
 
   648 // 	  e.augment(augment_value); 
 
   649 // 	  n=res_graph.tail(e);
 
   656 //       while (augment()) { } 
 
   658 //     Number flowValue() { 
 
   660 //       for(typename std::list<NodeIt>::const_iterator i=S.begin(); 
 
   661 // 	  i!=S.end(); ++i) { 
 
   662 // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
 
   665 // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
 
   677 #endif //EDMONDS_KARP_HH