src/work/marci/experiment/edmonds_karp_1.h
changeset 1068 e0b0dcee5e17
parent 921 818510fa3d99
equal deleted inserted replaced
2:d2e67f90069a 3:c276261ab315
    39       OldSymEdgeIt sym;
    39       OldSymEdgeIt sym;
    40     public:
    40     public:
    41       Edge() { } 
    41       Edge() { } 
    42       //Edge(const Edge& e) : resG(e.resG), sym(e.sym) { }
    42       //Edge(const Edge& e) : resG(e.resG), sym(e.sym) { }
    43       Number free() const { 
    43       Number free() const { 
    44 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    44 	if (resG->G.aNode(sym)==resG->G.source(sym)) { 
    45 	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    45 	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    46 	} else { 
    46 	} else { 
    47 	  return (resG->flow.get(sym)); 
    47 	  return (resG->flow.get(sym)); 
    48 	}
    48 	}
    49       }
    49       }
    50       bool valid() const { return sym.valid(); }
    50       bool valid() const { return sym.valid(); }
    51       void augment(Number a) const {
    51       void augment(Number a) const {
    52 	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    52 	if (resG->G.aNode(sym)==resG->G.source(sym)) { 
    53 	  resG->flow.set(sym, resG->flow.get(sym)+a);
    53 	  resG->flow.set(sym, resG->flow.get(sym)+a);
    54 	  //resG->flow[sym]+=a;
    54 	  //resG->flow[sym]+=a;
    55 	} else { 
    55 	} else { 
    56 	  resG->flow.set(sym, resG->flow.get(sym)-a);
    56 	  resG->flow.set(sym, resG->flow.get(sym)-a);
    57 	  //resG->flow[sym]-=a;
    57 	  //resG->flow[sym]-=a;
    95       It e;
    95       It e;
    96       /*getF*/first(e, v);
    96       /*getF*/first(e, v);
    97       return e; 
    97       return e; 
    98     }
    98     }
    99 
    99 
   100     Node tail(Edge e) const { return G.aNode(e.sym); }
   100     Node source(Edge e) const { return G.aNode(e.sym); }
   101     Node head(Edge e) const { return G.bNode(e.sym); }
   101     Node target(Edge e) const { return G.bNode(e.sym); }
   102 
   102 
   103     Node aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   103     Node aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   104     Node bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   104     Node bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   105 
   105 
   106     int id(Node v) const { return G.id(v); }
   106     int id(Node v) const { return G.id(v); }
   222       It e;
   222       It e;
   223       /*getF*/first(e, v);
   223       /*getF*/first(e, v);
   224       return e; 
   224       return e; 
   225     }
   225     }
   226 
   226 
   227     Node tail(Edge e) const { 
   227     Node source(Edge e) const { 
   228       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   228       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   229     Node head(Edge e) const { 
   229     Node target(Edge e) const { 
   230       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   230       return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   231 
   231 
   232     Node aNode(OutEdgeIt e) const { 
   232     Node aNode(OutEdgeIt e) const { 
   233       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   233       return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   234     Node bNode(OutEdgeIt e) const { 
   234     Node bNode(OutEdgeIt e) const { 
   284 	
   284 	
   285       //searching for augmenting path
   285       //searching for augmenting path
   286       while ( !bfs.finished() ) { 
   286       while ( !bfs.finished() ) { 
   287 	ResGWOutEdgeIt e=bfs;
   287 	ResGWOutEdgeIt e=bfs;
   288 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   288 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   289 	  Node v=res_graph.tail(e);
   289 	  Node v=res_graph.source(e);
   290 	  Node w=res_graph.head(e);
   290 	  Node w=res_graph.target(e);
   291 	  pred.set(w, e);
   291 	  pred.set(w, e);
   292 	  if (res_graph.valid(pred.get(v))) {
   292 	  if (res_graph.valid(pred.get(v))) {
   293 	    free.set(w, std::min(free.get(v), res_graph.resCap(e)));
   293 	    free.set(w, std::min(free.get(v), res_graph.resCap(e)));
   294 	  } else {
   294 	  } else {
   295 	    free.set(w, res_graph.resCap(e)); 
   295 	    free.set(w, res_graph.resCap(e)); 
   296 	  }
   296 	  }
   297 	  if (res_graph.head(e)==t) { _augment=true; break; }
   297 	  if (res_graph.target(e)==t) { _augment=true; break; }
   298 	}
   298 	}
   299 	
   299 	
   300 	++bfs;
   300 	++bfs;
   301       } //end of searching augmenting path
   301       } //end of searching augmenting path
   302 
   302 
   304 	Node n=t;
   304 	Node n=t;
   305 	Number augment_value=free.get(t);
   305 	Number augment_value=free.get(t);
   306 	while (res_graph.valid(pred.get(n))) { 
   306 	while (res_graph.valid(pred.get(n))) { 
   307 	  ResGWEdge e=pred.get(n);
   307 	  ResGWEdge e=pred.get(n);
   308 	  res_graph.augment(e, augment_value); 
   308 	  res_graph.augment(e, augment_value); 
   309 	  n=res_graph.tail(e);
   309 	  n=res_graph.source(e);
   310 	}
   310 	}
   311       }
   311       }
   312 
   312 
   313       return _augment;
   313       return _augment;
   314     }
   314     }
   321     public:
   321     public:
   322       DistanceMap(MapGraphWrapper& _g) : g(&_g), dist(*g, g->nodeNum()) { }
   322       DistanceMap(MapGraphWrapper& _g) : g(&_g), dist(*g, g->nodeNum()) { }
   323       void set(const typename MapGraphWrapper::Node& n, int a) { dist[n]=a; }
   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]; }
   324       int get(const typename MapGraphWrapper::Node& n) const { return dist[n]; }
   325       bool get(const typename MapGraphWrapper::Edge& e) const { 
   325       bool get(const typename MapGraphWrapper::Edge& e) const { 
   326 	return (dist.get(g->tail(e))<dist.get(g->head(e))); 
   326 	return (dist.get(g->source(e))<dist.get(g->target(e))); 
   327       }
   327       }
   328     };
   328     };
   329 
   329 
   330     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   330     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   331       typedef MutableGraph MG;
   331       typedef MutableGraph MG;
   340       //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   340       //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   341       DistanceMap<ResGW> dist(res_graph);
   341       DistanceMap<ResGW> dist(res_graph);
   342       while ( !bfs.finished() ) { 
   342       while ( !bfs.finished() ) { 
   343 	ResGWOutEdgeIt e=bfs;
   343 	ResGWOutEdgeIt e=bfs;
   344 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   344 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   345 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   345 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   346 	}
   346 	}
   347 	++bfs;
   347 	++bfs;
   348       } //computing distances from s in the residual graph
   348       } //computing distances from s in the residual graph
   349 
   349 
   350       MG F;
   350       MG F;
   366       //Making F to the graph containing the edges of the residual graph 
   366       //Making F to the graph containing the edges of the residual graph 
   367       //which are in some shortest paths
   367       //which are in some shortest paths
   368       {
   368       {
   369 	typename FilterResGW::EdgeIt e;
   369 	typename FilterResGW::EdgeIt e;
   370 	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   370 	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   371 	  //if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   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.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   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();
   373 	  original_edge.update();
   374 	  original_edge.set(f, e);
   374 	  original_edge.set(f, e);
   375 	  residual_capacity.update();
   375 	  residual_capacity.update();
   376 	  residual_capacity.set(f, res_graph.resCap(e));
   376 	  residual_capacity.set(f, res_graph.resCap(e));
   377 	  //} 
   377 	  //} 
   420 	  typename MG::Node n=tF;
   420 	  typename MG::Node n=tF;
   421 	  Number augment_value=free.get(tF);
   421 	  Number augment_value=free.get(tF);
   422 	  while (F.valid(pred.get(n))) { 
   422 	  while (F.valid(pred.get(n))) { 
   423 	    typename MG::Edge e=pred.get(n);
   423 	    typename MG::Edge e=pred.get(n);
   424 	    res_graph.augment(original_edge.get(e), augment_value); 
   424 	    res_graph.augment(original_edge.get(e), augment_value); 
   425 	    n=F.tail(e);
   425 	    n=F.source(e);
   426 	    if (residual_capacity.get(e)==augment_value) 
   426 	    if (residual_capacity.get(e)==augment_value) 
   427 	      F.erase(e); 
   427 	      F.erase(e); 
   428 	    else 
   428 	    else 
   429 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   429 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   430 	  }
   430 	  }
   465 
   465 
   466       while ( !bfs.finished() ) { 
   466       while ( !bfs.finished() ) { 
   467 	ResGWOutEdgeIt e=bfs;
   467 	ResGWOutEdgeIt e=bfs;
   468 	if (res_graph.valid(e)) {
   468 	if (res_graph.valid(e)) {
   469 	  if (bfs.isBNodeNewlyReached()) {
   469 	  if (bfs.isBNodeNewlyReached()) {
   470 	    dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   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.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   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();
   472 	    original_edge.update();
   473 	    original_edge.set(f, e);
   473 	    original_edge.set(f, e);
   474 	    residual_capacity.update();
   474 	    residual_capacity.update();
   475 	    residual_capacity.set(f, res_graph.resCap(e));
   475 	    residual_capacity.set(f, res_graph.resCap(e));
   476 	  } else {
   476 	  } else {
   477 	    if (dist.get(res_graph.head(e))==(dist.get(res_graph.tail(e))+1)) {
   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.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   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();
   479 	      original_edge.update();
   480 	      original_edge.set(f, e);
   480 	      original_edge.set(f, e);
   481 	      residual_capacity.update();
   481 	      residual_capacity.update();
   482 	      residual_capacity.set(f, res_graph.resCap(e));
   482 	      residual_capacity.set(f, res_graph.resCap(e));
   483 	    }
   483 	    }
   528 	  typename MG::Node n=tF;
   528 	  typename MG::Node n=tF;
   529 	  Number augment_value=free.get(tF);
   529 	  Number augment_value=free.get(tF);
   530 	  while (F.valid(pred.get(n))) { 
   530 	  while (F.valid(pred.get(n))) { 
   531 	    typename MG::Edge e=pred.get(n);
   531 	    typename MG::Edge e=pred.get(n);
   532 	    res_graph.augment(original_edge.get(e), augment_value); 
   532 	    res_graph.augment(original_edge.get(e), augment_value); 
   533 	    n=F.tail(e);
   533 	    n=F.source(e);
   534 	    if (residual_capacity.get(e)==augment_value) 
   534 	    if (residual_capacity.get(e)==augment_value) 
   535 	      F.erase(e); 
   535 	      F.erase(e); 
   536 	    else 
   536 	    else 
   537 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   537 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   538 	  }
   538 	  }
   554       bfs.pushAndSetReached(s);
   554       bfs.pushAndSetReached(s);
   555       DistanceMap<ResGW> dist(res_graph);
   555       DistanceMap<ResGW> dist(res_graph);
   556       while ( !bfs.finished() ) { 
   556       while ( !bfs.finished() ) { 
   557  	ResGWOutEdgeIt e=bfs;
   557  	ResGWOutEdgeIt e=bfs;
   558  	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   558  	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   559  	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   559  	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   560  	}
   560  	}
   561 	++bfs;
   561 	++bfs;
   562       } //computing distances from s in the residual graph
   562       } //computing distances from s in the residual graph
   563 
   563 
   564       //Subgraph containing the edges on some shortest paths
   564       //Subgraph containing the edges on some shortest paths
   630  	  typename ErasingResGW::Node n=t;
   630  	  typename ErasingResGW::Node n=t;
   631  	  Number augment_value=free.get(n);
   631  	  Number augment_value=free.get(n);
   632  	  while (erasing_res_graph.valid(pred.get(n))) { 
   632  	  while (erasing_res_graph.valid(pred.get(n))) { 
   633  	    typename ErasingResGW::OutEdgeIt e=pred.get(n);
   633  	    typename ErasingResGW::OutEdgeIt e=pred.get(n);
   634  	    res_graph.augment(e, augment_value);
   634  	    res_graph.augment(e, augment_value);
   635  	    n=erasing_res_graph.tail(e);
   635  	    n=erasing_res_graph.source(e);
   636  	    if (res_graph.resCap(e)==0)
   636  	    if (res_graph.resCap(e)==0)
   637  	      erasing_res_graph.erase(e);
   637  	      erasing_res_graph.erase(e);
   638  	  }
   638  	  }
   639  	}
   639  	}
   640       
   640       
   725 //       Node n;
   725 //       Node n;
   726 //       //searching for augmenting path
   726 //       //searching for augmenting path
   727 //       while ( !bfs.finished() ) { 
   727 //       while ( !bfs.finished() ) { 
   728 // 	AugOutEdgeIt e=bfs;
   728 // 	AugOutEdgeIt e=bfs;
   729 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   729 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   730 // 	  Node v=res_graph.tail(e);
   730 // 	  Node v=res_graph.source(e);
   731 // 	  Node w=res_graph.head(e);
   731 // 	  Node w=res_graph.target(e);
   732 // 	  pred.set(w, e);
   732 // 	  pred.set(w, e);
   733 // 	  if (res_graph.valid(pred.get(v))) {
   733 // 	  if (res_graph.valid(pred.get(v))) {
   734 // 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   734 // 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   735 // 	  } else {
   735 // 	  } else {
   736 // 	    free.set(w, res_graph.free(e)); 
   736 // 	    free.set(w, res_graph.free(e)); 
   737 // 	  }
   737 // 	  }
   738 // 	  n=res_graph.head(e);
   738 // 	  n=res_graph.target(e);
   739 // 	  if (T->get(n) && (used.get(n)<1) ) { 
   739 // 	  if (T->get(n) && (used.get(n)<1) ) { 
   740 // 	    //Number u=0;
   740 // 	    //Number u=0;
   741 // 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   741 // 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   742 // 	    //u+=flow->get(f);
   742 // 	    //u+=flow->get(f);
   743 // 	    //if (u<1) {
   743 // 	    //if (u<1) {
   755 // 	used.set(n, 1); //mind2 vegen jav
   755 // 	used.set(n, 1); //mind2 vegen jav
   756 // 	Number augment_value=free.get(n);
   756 // 	Number augment_value=free.get(n);
   757 // 	while (res_graph.valid(pred.get(n))) { 
   757 // 	while (res_graph.valid(pred.get(n))) { 
   758 // 	  AugEdge e=pred.get(n);
   758 // 	  AugEdge e=pred.get(n);
   759 // 	  res_graph.augment(e, augment_value); 
   759 // 	  res_graph.augment(e, augment_value); 
   760 // 	  n=res_graph.tail(e);
   760 // 	  n=res_graph.source(e);
   761 // 	}
   761 // 	}
   762 // 	used.set(n, 1); //mind2 vegen jav
   762 // 	used.set(n, 1); //mind2 vegen jav
   763 //       }
   763 //       }
   764 
   764 
   765 //       return _augment;
   765 //       return _augment;
   796 // //       //bfs.pushAndSetReached(s);
   796 // //       //bfs.pushAndSetReached(s);
   797 // //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   797 // //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   798 // //       while ( !bfs.finished() ) { 
   798 // //       while ( !bfs.finished() ) { 
   799 // // 	AugOutEdgeIt e=bfs;
   799 // // 	AugOutEdgeIt e=bfs;
   800 // // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   800 // // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   801 // // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   801 // // 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   802 // // 	}
   802 // // 	}
   803 	
   803 	
   804 // // 	++bfs;
   804 // // 	++bfs;
   805 // //       } //computing distances from s in the residual graph
   805 // //       } //computing distances from s in the residual graph
   806 
   806 
   818 // //       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   818 // //       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   819 
   819 
   820 // //       //Making F to the graph containing the edges of the residual graph 
   820 // //       //Making F to the graph containing the edges of the residual graph 
   821 // //       //which are in some shortest paths
   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)) {
   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.head(e))==dist.get(res_graph.tail(e))+1) {
   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.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   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();
   825 // // 	  original_edge.update();
   826 // // 	  original_edge.set(f, e);
   826 // // 	  original_edge.set(f, e);
   827 // // 	  residual_capacity.update();
   827 // // 	  residual_capacity.update();
   828 // // 	  residual_capacity.set(f, res_graph.free(e));
   828 // // 	  residual_capacity.set(f, res_graph.free(e));
   829 // // 	} 
   829 // // 	} 
   871 // // 	  typename MutableGraph::Node n=tF;
   871 // // 	  typename MutableGraph::Node n=tF;
   872 // // 	  Number augment_value=free.get(tF);
   872 // // 	  Number augment_value=free.get(tF);
   873 // // 	  while (F.valid(pred.get(n))) { 
   873 // // 	  while (F.valid(pred.get(n))) { 
   874 // // 	    typename MutableGraph::Edge e=pred.get(n);
   874 // // 	    typename MutableGraph::Edge e=pred.get(n);
   875 // // 	    res_graph.augment(original_edge.get(e), augment_value); 
   875 // // 	    res_graph.augment(original_edge.get(e), augment_value); 
   876 // // 	    n=F.tail(e);
   876 // // 	    n=F.source(e);
   877 // // 	    if (residual_capacity.get(e)==augment_value) 
   877 // // 	    if (residual_capacity.get(e)==augment_value) 
   878 // // 	      F.erase(e); 
   878 // // 	      F.erase(e); 
   879 // // 	    else 
   879 // // 	    else 
   880 // // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   880 // // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   881 // // 	  }
   881 // // 	  }
   922 // 	NodeMap<int>& dist=res_graph.dist;
   922 // 	NodeMap<int>& dist=res_graph.dist;
   923 
   923 
   924 //       while ( !bfs.finished() ) {
   924 //       while ( !bfs.finished() ) {
   925 // 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   925 // 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   926 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   926 // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   927 // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   927 // 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   928 // 	}
   928 // 	}
   929 // 	++bfs;	
   929 // 	++bfs;	
   930 //       } //computing distances from s in the residual graph
   930 //       } //computing distances from s in the residual graph
   931 
   931 
   932 //       bool __augment=true;
   932 //       bool __augment=true;
   999 // 	  // typename EAugGraph::Node n=t;
   999 // 	  // typename EAugGraph::Node n=t;
  1000 // 	  Number augment_value=free.get(n);
  1000 // 	  Number augment_value=free.get(n);
  1001 // 	  while (res_graph.valid(pred.get(n))) { 
  1001 // 	  while (res_graph.valid(pred.get(n))) { 
  1002 // 	    EAugEdge e=pred.get(n);
  1002 // 	    EAugEdge e=pred.get(n);
  1003 // 	    res_graph.augment(e, augment_value);
  1003 // 	    res_graph.augment(e, augment_value);
  1004 // 	    n=res_graph.tail(e);
  1004 // 	    n=res_graph.source(e);
  1005 // 	    if (res_graph.free(e)==0)
  1005 // 	    if (res_graph.free(e)==0)
  1006 // 	      res_graph.erase(e);
  1006 // 	      res_graph.erase(e);
  1007 // 	  }
  1007 // 	  }
  1008 // 	}
  1008 // 	}
  1009       
  1009       
  1092 	
  1092 	
  1093 // //       //searching for augmenting path
  1093 // //       //searching for augmenting path
  1094 // //       while ( !bfs.finished() ) { 
  1094 // //       while ( !bfs.finished() ) { 
  1095 // // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
  1095 // // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
  1096 // // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
  1096 // // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
  1097 // // 	  Node v=res_graph.tail(e);
  1097 // // 	  Node v=res_graph.source(e);
  1098 // // 	  Node w=res_graph.head(e);
  1098 // // 	  Node w=res_graph.target(e);
  1099 // // 	  pred.set(w, e);
  1099 // // 	  pred.set(w, e);
  1100 // // 	  if (pred.get(v).valid()) {
  1100 // // 	  if (pred.get(v).valid()) {
  1101 // // 	    free.set(w, std::min(free.get(v), e.free()));
  1101 // // 	    free.set(w, std::min(free.get(v), e.free()));
  1102 // // 	  } else {
  1102 // // 	  } else {
  1103 // // 	    free.set(w, e.free()); 
  1103 // // 	    free.set(w, e.free()); 
  1104 // // 	  }
  1104 // // 	  }
  1105 // // 	  if (TMap.get(res_graph.head(e))) { 
  1105 // // 	  if (TMap.get(res_graph.target(e))) { 
  1106 // // 	    _augment=true; 
  1106 // // 	    _augment=true; 
  1107 // // 	    reached_t_node=res_graph.head(e);
  1107 // // 	    reached_t_node=res_graph.target(e);
  1108 // // 	    break; 
  1108 // // 	    break; 
  1109 // // 	  }
  1109 // // 	  }
  1110 // // 	}
  1110 // // 	}
  1111 	
  1111 	
  1112 // // 	++bfs;
  1112 // // 	++bfs;
  1116 // // 	Node n=reached_t_node;
  1116 // // 	Node n=reached_t_node;
  1117 // // 	Number augment_value=free.get(reached_t_node);
  1117 // // 	Number augment_value=free.get(reached_t_node);
  1118 // // 	while (pred.get(n).valid()) { 
  1118 // // 	while (pred.get(n).valid()) { 
  1119 // // 	  AugEdge e=pred.get(n);
  1119 // // 	  AugEdge e=pred.get(n);
  1120 // // 	  e.augment(augment_value); 
  1120 // // 	  e.augment(augment_value); 
  1121 // // 	  n=res_graph.tail(e);
  1121 // // 	  n=res_graph.source(e);
  1122 // // 	}
  1122 // // 	}
  1123 // //       }
  1123 // //       }
  1124 
  1124 
  1125 // //       return _augment;
  1125 // //       return _augment;
  1126 // //     }
  1126 // //     }