edmonds_karp
authormarci
Thu, 29 Apr 2004 16:07:10 +0000
changeset 474229a16b5fd0f
parent 473 2cef25dcde3f
child 475 5fa75db9ebb4
edmonds_karp
src/work/marci/edmonds_karp.h
src/work/marci/oldies/edmonds_karp.h
     1.1 --- a/src/work/marci/edmonds_karp.h	Thu Apr 29 16:04:27 2004 +0000
     1.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.3 @@ -1,956 +0,0 @@
     1.4 -// -*- c++ -*-
     1.5 -#ifndef HUGO_EDMONDS_KARP_H
     1.6 -#define HUGO_EDMONDS_KARP_H
     1.7 -
     1.8 -#include <algorithm>
     1.9 -#include <list>
    1.10 -#include <iterator>
    1.11 -
    1.12 -#include <bfs_iterator.h>
    1.13 -#include <invalid.h>
    1.14 -#include <graph_wrapper.h>
    1.15 -#include <maps.h>
    1.16 -#include <for_each_macros.h>
    1.17 -
    1.18 -namespace hugo {
    1.19 -
    1.20 -  template <typename Graph, typename Num, 
    1.21 -	    typename CapMap, typename FlowMap>
    1.22 -  class MaxFlow {
    1.23 -  protected:
    1.24 -    typedef typename Graph::Node Node;
    1.25 -    typedef typename Graph::Edge Edge;
    1.26 -    typedef typename Graph::EdgeIt EdgeIt;
    1.27 -    typedef typename Graph::OutEdgeIt OutEdgeIt;
    1.28 -    typedef typename Graph::InEdgeIt InEdgeIt;
    1.29 -    const Graph* g;
    1.30 -    Node s;
    1.31 -    Node t;
    1.32 -    const CapMap* capacity;
    1.33 -    FlowMap* flow;
    1.34 -    typedef ResGraphWrapper<const Graph, Num, CapMap, FlowMap> ResGW;
    1.35 -    typedef typename ResGW::OutEdgeIt ResGWOutEdgeIt;
    1.36 -    typedef typename ResGW::Edge ResGWEdge;
    1.37 -    //typedef typename ResGW::template NodeMap<bool> ReachedMap;
    1.38 -    typedef typename Graph::template NodeMap<bool> ReachedMap;
    1.39 -    ReachedMap level;
    1.40 -    //reached is called level because of compatibility with preflow
    1.41 -  public:
    1.42 -
    1.43 -    MaxFlow(const Graph& _g, Node _s, Node _t, const CapMap& _capacity, 
    1.44 -	    FlowMap& _flow) : 
    1.45 -      g(&_g), s(_s), t(_t), capacity(&_capacity), flow(&_flow), level(_g) { }
    1.46 -
    1.47 -    bool augmentOnShortestPath() {
    1.48 -      ResGW res_graph(*g, *capacity, *flow);
    1.49 -      bool _augment=false;
    1.50 -      
    1.51 -      //ReachedMap level(res_graph);
    1.52 -      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
    1.53 -      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
    1.54 -      bfs.pushAndSetReached(s);
    1.55 -	
    1.56 -      typename ResGW::template NodeMap<ResGWEdge> pred(res_graph); 
    1.57 -      pred.set(s, INVALID);
    1.58 -      
    1.59 -      typename ResGW::template NodeMap<Num> free(res_graph);
    1.60 -	
    1.61 -      //searching for augmenting path
    1.62 -      while ( !bfs.finished() ) { 
    1.63 -	ResGWOutEdgeIt e=bfs;
    1.64 -	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
    1.65 -	  Node v=res_graph.tail(e);
    1.66 -	  Node w=res_graph.head(e);
    1.67 -	  pred.set(w, e);
    1.68 -	  if (res_graph.valid(pred[v])) {
    1.69 -	    free.set(w, std::min(free[v], res_graph.resCap(e)));
    1.70 -	  } else {
    1.71 -	    free.set(w, res_graph.resCap(e)); 
    1.72 -	  }
    1.73 -	  if (res_graph.head(e)==t) { _augment=true; break; }
    1.74 -	}
    1.75 -	
    1.76 -	++bfs;
    1.77 -      } //end of searching augmenting path
    1.78 -
    1.79 -      if (_augment) {
    1.80 -	Node n=t;
    1.81 -	Num augment_value=free[t];
    1.82 -	while (res_graph.valid(pred[n])) { 
    1.83 -	  ResGWEdge e=pred[n];
    1.84 -	  res_graph.augment(e, augment_value); 
    1.85 -	  n=res_graph.tail(e);
    1.86 -	}
    1.87 -      }
    1.88 -
    1.89 -      return _augment;
    1.90 -    }
    1.91 -
    1.92 -    template<typename MapGraphWrapper> 
    1.93 -    class DistanceMap {
    1.94 -    protected:
    1.95 -      const MapGraphWrapper* g;
    1.96 -      typename MapGraphWrapper::template NodeMap<int> dist; 
    1.97 -    public:
    1.98 -      DistanceMap(MapGraphWrapper& _g) : g(&_g), dist(*g, g->nodeNum()) { }
    1.99 -      void set(const typename MapGraphWrapper::Node& n, int a) { 
   1.100 -	dist.set(n, a); 
   1.101 -      }
   1.102 -      int operator[](const typename MapGraphWrapper::Node& n) 
   1.103 -	{ return dist[n]; }
   1.104 -//       int get(const typename MapGraphWrapper::Node& n) const { 
   1.105 -// 	return dist[n]; }
   1.106 -//       bool get(const typename MapGraphWrapper::Edge& e) const { 
   1.107 -// 	return (dist.get(g->tail(e))<dist.get(g->head(e))); }
   1.108 -      bool operator[](const typename MapGraphWrapper::Edge& e) const { 
   1.109 -	return (dist[g->tail(e)]<dist[g->head(e)]); 
   1.110 -      }
   1.111 -    };
   1.112 -
   1.113 -    template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   1.114 -      typedef MutableGraph MG;
   1.115 -      bool _augment=false;
   1.116 -
   1.117 -      ResGW res_graph(*g, *capacity, *flow);
   1.118 -
   1.119 -      //ReachedMap level(res_graph);
   1.120 -      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
   1.121 -      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
   1.122 -
   1.123 -      bfs.pushAndSetReached(s);
   1.124 -      //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   1.125 -      DistanceMap<ResGW> dist(res_graph);
   1.126 -      while ( !bfs.finished() ) { 
   1.127 -	ResGWOutEdgeIt e=bfs;
   1.128 -	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.129 -	  dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   1.130 -	}
   1.131 -	++bfs;
   1.132 -      } //computing distances from s in the residual graph
   1.133 -
   1.134 -      MG F;
   1.135 -      ConstMap<typename ResGW::Node, bool> true_map(true);
   1.136 -      typedef SubGraphWrapper<ResGW, ConstMap<typename ResGW::Node, bool>, 
   1.137 -	DistanceMap<ResGW> > FilterResGW;
   1.138 -      FilterResGW filter_res_graph(res_graph, true_map, dist);
   1.139 -      typename ResGW::template NodeMap<typename MG::Node> 
   1.140 -	res_graph_to_F(res_graph);
   1.141 -      {
   1.142 -	typename ResGW::NodeIt n;
   1.143 -	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   1.144 -	  res_graph_to_F.set(n, F.addNode());
   1.145 -	}
   1.146 -      }
   1.147 -
   1.148 -      typename MG::Node sF=res_graph_to_F[s];
   1.149 -      typename MG::Node tF=res_graph_to_F[t];
   1.150 -      typename MG::template EdgeMap<ResGWEdge> original_edge(F);
   1.151 -      typename MG::template EdgeMap<Num> residual_capacity(F);
   1.152 -
   1.153 -      //Making F to the graph containing the edges of the residual graph 
   1.154 -      //which are in some shortest paths
   1.155 -      {
   1.156 -	typename FilterResGW::EdgeIt e;
   1.157 -	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   1.158 -	  //if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   1.159 -	  typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   1.160 -	  original_edge.update();
   1.161 -	  original_edge.set(f, e);
   1.162 -	  residual_capacity.update();
   1.163 -	  residual_capacity.set(f, res_graph.resCap(e));
   1.164 -	  //} 
   1.165 -	}
   1.166 -      }
   1.167 -
   1.168 -      bool __augment=true;
   1.169 -
   1.170 -      while (__augment) {
   1.171 -	__augment=false;
   1.172 -	//computing blocking flow with dfs
   1.173 -
   1.174 -	DfsIterator< MG, typename MG::template NodeMap<bool> > dfs(F);
   1.175 -	typename MG::template NodeMap<typename MG::Edge> pred(F);
   1.176 -	pred.set(sF, INVALID);
   1.177 -	//invalid iterators for sources
   1.178 -
   1.179 -	typename MG::template NodeMap<Num> free(F);
   1.180 -
   1.181 -	dfs.pushAndSetReached(sF);      
   1.182 -	while (!dfs.finished()) {
   1.183 -	  ++dfs;
   1.184 -	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   1.185 -	    if (dfs.isBNodeNewlyReached()) {
   1.186 -	      typename MG::Node v=F.aNode(dfs);
   1.187 -	      typename MG::Node w=F.bNode(dfs);
   1.188 -	      pred.set(w, dfs);
   1.189 -	      if (F.valid(pred[v])) {
   1.190 -		free.set(w, std::min(free[v], residual_capacity[dfs]));
   1.191 -	      } else {
   1.192 -		free.set(w, residual_capacity[dfs]); 
   1.193 -	      }
   1.194 -	      if (w==tF) { 
   1.195 -		__augment=true; 
   1.196 -		_augment=true;
   1.197 -		break; 
   1.198 -	      }
   1.199 -	      
   1.200 -	    } else {
   1.201 -	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   1.202 -	    }
   1.203 -	  } 
   1.204 -	}
   1.205 -
   1.206 -	if (__augment) {
   1.207 -	  typename MG::Node n=tF;
   1.208 -	  Num augment_value=free[tF];
   1.209 -	  while (F.valid(pred[n])) { 
   1.210 -	    typename MG::Edge e=pred[n];
   1.211 -	    res_graph.augment(original_edge[e], augment_value); 
   1.212 -	    n=F.tail(e);
   1.213 -	    if (residual_capacity[e]==augment_value) 
   1.214 -	      F.erase(e); 
   1.215 -	    else 
   1.216 -	      residual_capacity.set(e, residual_capacity[e]-augment_value);
   1.217 -	  }
   1.218 -	}
   1.219 -	
   1.220 -      }
   1.221 -            
   1.222 -      return _augment;
   1.223 -    }
   1.224 -
   1.225 -    template<typename MutableGraph> bool augmentOnBlockingFlow1() {      
   1.226 -      typedef MutableGraph MG;
   1.227 -      bool _augment=false;
   1.228 -
   1.229 -      ResGW res_graph(*g, *capacity, *flow);
   1.230 -
   1.231 -      //bfs for distances on the residual graph
   1.232 -      //ReachedMap level(res_graph);
   1.233 -      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
   1.234 -      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
   1.235 -      bfs.pushAndSetReached(s);
   1.236 -      typename ResGW::template NodeMap<int> 
   1.237 -	dist(res_graph); //filled up with 0's
   1.238 -
   1.239 -      //F will contain the physical copy of the residual graph
   1.240 -      //with the set of edges which are on shortest paths
   1.241 -      MG F;
   1.242 -      typename ResGW::template NodeMap<typename MG::Node> 
   1.243 -	res_graph_to_F(res_graph);
   1.244 -      {
   1.245 -	typename ResGW::NodeIt n;
   1.246 -	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   1.247 -	  res_graph_to_F.set(n, F.addNode());
   1.248 -	}
   1.249 -      }
   1.250 -
   1.251 -      typename MG::Node sF=res_graph_to_F[s];
   1.252 -      typename MG::Node tF=res_graph_to_F[t];
   1.253 -      typename MG::template EdgeMap<ResGWEdge> original_edge(F);
   1.254 -      typename MG::template EdgeMap<Num> residual_capacity(F);
   1.255 -
   1.256 -      while ( !bfs.finished() ) { 
   1.257 -	ResGWOutEdgeIt e=bfs;
   1.258 -	if (res_graph.valid(e)) {
   1.259 -	  if (bfs.isBNodeNewlyReached()) {
   1.260 -	    dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   1.261 -	    typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   1.262 -	    original_edge.update();
   1.263 -	    original_edge.set(f, e);
   1.264 -	    residual_capacity.update();
   1.265 -	    residual_capacity.set(f, res_graph.resCap(e));
   1.266 -	  } else {
   1.267 -	    if (dist[res_graph.head(e)]==(dist[res_graph.tail(e)]+1)) {
   1.268 -	      typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   1.269 -	      original_edge.update();
   1.270 -	      original_edge.set(f, e);
   1.271 -	      residual_capacity.update();
   1.272 -	      residual_capacity.set(f, res_graph.resCap(e));
   1.273 -	    }
   1.274 -	  }
   1.275 -	}
   1.276 -	++bfs;
   1.277 -      } //computing distances from s in the residual graph
   1.278 -
   1.279 -      bool __augment=true;
   1.280 -
   1.281 -      while (__augment) {
   1.282 -	__augment=false;
   1.283 -	//computing blocking flow with dfs
   1.284 -	DfsIterator< MG, typename MG::template NodeMap<bool> > dfs(F);
   1.285 -	typename MG::template NodeMap<typename MG::Edge> pred(F);
   1.286 -	pred.set(sF, INVALID);
   1.287 -	//invalid iterators for sources
   1.288 -
   1.289 -	typename MG::template NodeMap<Num> free(F);
   1.290 -
   1.291 -	dfs.pushAndSetReached(sF);      
   1.292 -	while (!dfs.finished()) {
   1.293 -	  ++dfs;
   1.294 -	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   1.295 -	    if (dfs.isBNodeNewlyReached()) {
   1.296 -	      typename MG::Node v=F.aNode(dfs);
   1.297 -	      typename MG::Node w=F.bNode(dfs);
   1.298 -	      pred.set(w, dfs);
   1.299 -	      if (F.valid(pred[v])) {
   1.300 -		free.set(w, std::min(free[v], residual_capacity[dfs]));
   1.301 -	      } else {
   1.302 -		free.set(w, residual_capacity[dfs]); 
   1.303 -	      }
   1.304 -	      if (w==tF) { 
   1.305 -		__augment=true; 
   1.306 -		_augment=true;
   1.307 -		break; 
   1.308 -	      }
   1.309 -	      
   1.310 -	    } else {
   1.311 -	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   1.312 -	    }
   1.313 -	  } 
   1.314 -	}
   1.315 -
   1.316 -	if (__augment) {
   1.317 -	  typename MG::Node n=tF;
   1.318 -	  Num augment_value=free[tF];
   1.319 -	  while (F.valid(pred[n])) { 
   1.320 -	    typename MG::Edge e=pred[n];
   1.321 -	    res_graph.augment(original_edge[e], augment_value); 
   1.322 -	    n=F.tail(e);
   1.323 -	    if (residual_capacity[e]==augment_value) 
   1.324 -	      F.erase(e); 
   1.325 -	    else 
   1.326 -	      residual_capacity.set(e, residual_capacity[e]-augment_value);
   1.327 -	  }
   1.328 -	}
   1.329 -	
   1.330 -      }
   1.331 -            
   1.332 -      return _augment;
   1.333 -    }
   1.334 -
   1.335 -    bool augmentOnBlockingFlow2() {
   1.336 -      bool _augment=false;
   1.337 -
   1.338 -      ResGW res_graph(*g, *capacity, *flow);
   1.339 -      
   1.340 -      //ReachedMap level(res_graph);
   1.341 -      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
   1.342 -      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
   1.343 -
   1.344 -      bfs.pushAndSetReached(s);
   1.345 -      DistanceMap<ResGW> dist(res_graph);
   1.346 -      while ( !bfs.finished() ) { 
   1.347 - 	ResGWOutEdgeIt e=bfs;
   1.348 - 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.349 - 	  dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   1.350 - 	}
   1.351 -	++bfs;
   1.352 -      } //computing distances from s in the residual graph
   1.353 -
   1.354 -      //Subgraph containing the edges on some shortest paths
   1.355 -      ConstMap<typename ResGW::Node, bool> true_map(true);
   1.356 -      typedef SubGraphWrapper<ResGW, ConstMap<typename ResGW::Node, bool>, 
   1.357 -	DistanceMap<ResGW> > FilterResGW;
   1.358 -      FilterResGW filter_res_graph(res_graph, true_map, dist);
   1.359 -
   1.360 -      //Subgraph, which is able to delete edges which are already 
   1.361 -      //met by the dfs
   1.362 -      typename FilterResGW::template NodeMap<typename FilterResGW::OutEdgeIt> 
   1.363 - 	first_out_edges(filter_res_graph);
   1.364 -      typename FilterResGW::NodeIt v;
   1.365 -      for(filter_res_graph.first(v); filter_res_graph.valid(v); 
   1.366 - 	  filter_res_graph.next(v)) 
   1.367 -      {
   1.368 - 	typename FilterResGW::OutEdgeIt e;
   1.369 - 	filter_res_graph.first(e, v);
   1.370 - 	first_out_edges.set(v, e);
   1.371 -      }
   1.372 -      typedef ErasingFirstGraphWrapper<FilterResGW, typename FilterResGW::
   1.373 -	template NodeMap<typename FilterResGW::OutEdgeIt> > ErasingResGW;
   1.374 -      ErasingResGW erasing_res_graph(filter_res_graph, first_out_edges);
   1.375 -
   1.376 -      bool __augment=true;
   1.377 -
   1.378 -      while (__augment) {
   1.379 -
   1.380 - 	__augment=false;
   1.381 -  	//computing blocking flow with dfs
   1.382 -  	DfsIterator< ErasingResGW, 
   1.383 -	  typename ErasingResGW::template NodeMap<bool> > 
   1.384 -  	  dfs(erasing_res_graph);
   1.385 - 	typename ErasingResGW::
   1.386 -	  template NodeMap<typename ErasingResGW::OutEdgeIt> 
   1.387 -	  pred(erasing_res_graph); 
   1.388 - 	pred.set(s, INVALID);
   1.389 -  	//invalid iterators for sources
   1.390 -
   1.391 -  	typename ErasingResGW::template NodeMap<Num> 
   1.392 -	  free1(erasing_res_graph);
   1.393 -
   1.394 - 	dfs.pushAndSetReached(
   1.395 -	  typename ErasingResGW::Node(
   1.396 -	    typename FilterResGW::Node(
   1.397 -	      typename ResGW::Node(s)
   1.398 -	      )
   1.399 -	    )
   1.400 -	  );
   1.401 - 	while (!dfs.finished()) {
   1.402 - 	  ++dfs;
   1.403 - 	  if (erasing_res_graph.valid(
   1.404 - 		typename ErasingResGW::OutEdgeIt(dfs))) 
   1.405 - 	  { 
   1.406 -  	    if (dfs.isBNodeNewlyReached()) {
   1.407 -	  
   1.408 - 	      typename ErasingResGW::Node v=erasing_res_graph.aNode(dfs);
   1.409 - 	      typename ErasingResGW::Node w=erasing_res_graph.bNode(dfs);
   1.410 -
   1.411 - 	      pred.set(w, /*typename ErasingResGW::OutEdgeIt*/(dfs));
   1.412 - 	      if (erasing_res_graph.valid(pred[v])) {
   1.413 - 		free1.set(w, std::min(free1[v], res_graph.resCap(
   1.414 -				       typename ErasingResGW::OutEdgeIt(dfs))));
   1.415 - 	      } else {
   1.416 - 		free1.set(w, res_graph.resCap(
   1.417 -			   typename ErasingResGW::OutEdgeIt(dfs))); 
   1.418 - 	      }
   1.419 -	      
   1.420 - 	      if (w==t) { 
   1.421 - 		__augment=true; 
   1.422 - 		_augment=true;
   1.423 - 		break; 
   1.424 - 	      }
   1.425 - 	    } else {
   1.426 - 	      erasing_res_graph.erase(dfs);
   1.427 -	    }
   1.428 -	  }
   1.429 -	}	
   1.430 -
   1.431 -  	if (__augment) {
   1.432 -   	  typename ErasingResGW::Node n=typename FilterResGW::Node(typename ResGW::Node(t));
   1.433 -// 	  typename ResGW::NodeMap<Num> a(res_graph);
   1.434 -// 	  typename ResGW::Node b;
   1.435 -// 	  Num j=a[b];
   1.436 -// 	  typename FilterResGW::NodeMap<Num> a1(filter_res_graph);
   1.437 -// 	  typename FilterResGW::Node b1;
   1.438 -// 	  Num j1=a1[b1];
   1.439 -// 	  typename ErasingResGW::NodeMap<Num> a2(erasing_res_graph);
   1.440 -// 	  typename ErasingResGW::Node b2;
   1.441 -// 	  Num j2=a2[b2];
   1.442 - 	  Num augment_value=free1[n];
   1.443 - 	  while (erasing_res_graph.valid(pred[n])) { 
   1.444 - 	    typename ErasingResGW::OutEdgeIt e=pred[n];
   1.445 - 	    res_graph.augment(e, augment_value);
   1.446 - 	    n=erasing_res_graph.tail(e);
   1.447 - 	    if (res_graph.resCap(e)==0)
   1.448 - 	      erasing_res_graph.erase(e);
   1.449 -	}
   1.450 -      }
   1.451 -      
   1.452 -      } //while (__augment) 
   1.453 -            
   1.454 -      return _augment;
   1.455 -    }
   1.456 -
   1.457 -    void run() {
   1.458 -      //int num_of_augmentations=0;
   1.459 -      while (augmentOnShortestPath()) { 
   1.460 -	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.461 -	//std::cout << ++num_of_augmentations << " ";
   1.462 -	//std::cout<<std::endl;
   1.463 -      } 
   1.464 -    }
   1.465 -
   1.466 -    template<typename MutableGraph> void run() {
   1.467 -      //int num_of_augmentations=0;
   1.468 -      //while (augmentOnShortestPath()) { 
   1.469 -	while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.470 -	//std::cout << ++num_of_augmentations << " ";
   1.471 -	//std::cout<<std::endl;
   1.472 -      } 
   1.473 -    }
   1.474 -
   1.475 -    Num flowValue() { 
   1.476 -      Num a=0;
   1.477 -      OutEdgeIt e;
   1.478 -      for(g->first(e, s); g->valid(e); g->next(e)) {
   1.479 -	a+=(*flow)[e];
   1.480 -      }
   1.481 -      return a;
   1.482 -    }
   1.483 -
   1.484 -  };
   1.485 -
   1.486 -
   1.487 -//   template <typename Graph, typename Num, typename FlowMap, typename CapMap>
   1.488 -//   class MaxMatching {
   1.489 -//   public:
   1.490 -//     typedef typename Graph::Node Node;
   1.491 -//     typedef typename Graph::NodeIt NodeIt;
   1.492 -//     typedef typename Graph::Edge Edge;
   1.493 -//     typedef typename Graph::EdgeIt EdgeIt;
   1.494 -//     typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.495 -//     typedef typename Graph::InEdgeIt InEdgeIt;
   1.496 -
   1.497 -//     typedef typename Graph::NodeMap<bool> SMap;
   1.498 -//     typedef typename Graph::NodeMap<bool> TMap;
   1.499 -//   private:
   1.500 -//     const Graph* G;
   1.501 -//     SMap* S;
   1.502 -//     TMap* T;
   1.503 -//     //Node s;
   1.504 -//     //Node t;
   1.505 -//     FlowMap* flow;
   1.506 -//     const CapMap* capacity;
   1.507 -//     typedef ResGraphWrapper<Graph, Num, FlowMap, CapMap > AugGraph;
   1.508 -//     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   1.509 -//     typedef typename AugGraph::Edge AugEdge;
   1.510 -//     typename Graph::NodeMap<int> used; //0
   1.511 -
   1.512 -//   public:
   1.513 -//     MaxMatching(const Graph& _G, SMap& _S, TMap& _T, FlowMap& _flow, const CapMap& _capacity) : 
   1.514 -//       G(&_G), S(&_S), T(&_T), flow(&_flow), capacity(&_capacity), used(_G) { }
   1.515 -//     bool augmentOnShortestPath() {
   1.516 -//       AugGraph res_graph(*G, *flow, *capacity);
   1.517 -//       bool _augment=false;
   1.518 -      
   1.519 -//       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.520 -//       BfsIterator< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > bfs(res_graph);
   1.521 -//       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.522 -//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.523 -// 	if ((S->get(s)) && (used.get(s)<1) ) {
   1.524 -// 	  //Num u=0;
   1.525 -// 	  //for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.526 -// 	  //u+=flow->get(e);
   1.527 -// 	  //if (u<1) {
   1.528 -// 	    bfs.pushAndSetReached(s);
   1.529 -// 	    pred.set(s, AugEdge(INVALID));
   1.530 -// 	    //}
   1.531 -// 	}
   1.532 -//       }
   1.533 -      
   1.534 -//       typename AugGraph::NodeMap<Num> free(res_graph);
   1.535 -	
   1.536 -//       Node n;
   1.537 -//       //searching for augmenting path
   1.538 -//       while ( !bfs.finished() ) { 
   1.539 -// 	AugOutEdgeIt e=bfs;
   1.540 -// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.541 -// 	  Node v=res_graph.tail(e);
   1.542 -// 	  Node w=res_graph.head(e);
   1.543 -// 	  pred.set(w, e);
   1.544 -// 	  if (res_graph.valid(pred.get(v))) {
   1.545 -// 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   1.546 -// 	  } else {
   1.547 -// 	    free.set(w, res_graph.free(e)); 
   1.548 -// 	  }
   1.549 -// 	  n=res_graph.head(e);
   1.550 -// 	  if (T->get(n) && (used.get(n)<1) ) { 
   1.551 -// 	    //Num u=0;
   1.552 -// 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   1.553 -// 	    //u+=flow->get(f);
   1.554 -// 	    //if (u<1) {
   1.555 -// 	      _augment=true; 
   1.556 -// 	      break; 
   1.557 -// 	      //}
   1.558 -// 	  }
   1.559 -// 	}
   1.560 -	
   1.561 -// 	++bfs;
   1.562 -//       } //end of searching augmenting path
   1.563 -
   1.564 -//       if (_augment) {
   1.565 -// 	//Node n=t;
   1.566 -// 	used.set(n, 1); //mind2 vegen jav
   1.567 -// 	Num augment_value=free.get(n);
   1.568 -// 	while (res_graph.valid(pred.get(n))) { 
   1.569 -// 	  AugEdge e=pred.get(n);
   1.570 -// 	  res_graph.augment(e, augment_value); 
   1.571 -// 	  n=res_graph.tail(e);
   1.572 -// 	}
   1.573 -// 	used.set(n, 1); //mind2 vegen jav
   1.574 -//       }
   1.575 -
   1.576 -//       return _augment;
   1.577 -//     }
   1.578 -
   1.579 -// //     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   1.580 -// //       bool _augment=false;
   1.581 -
   1.582 -// //       AugGraph res_graph(*G, *flow, *capacity);
   1.583 -
   1.584 -// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.585 -// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   1.586 -
   1.587 -
   1.588 -
   1.589 -
   1.590 -
   1.591 -// //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.592 -// //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.593 -// // 	if (S->get(s)) {
   1.594 -// // 	  Num u=0;
   1.595 -// // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.596 -// // 	    u+=flow->get(e);
   1.597 -// // 	  if (u<1) {
   1.598 -// // 	    bfs.pushAndSetReached(s);
   1.599 -// // 	    //pred.set(s, AugEdge(INVALID));
   1.600 -// // 	  }
   1.601 -// // 	}
   1.602 -// //       }
   1.603 -
   1.604 -
   1.605 -
   1.606 -
   1.607 -// //       //bfs.pushAndSetReached(s);
   1.608 -// //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   1.609 -// //       while ( !bfs.finished() ) { 
   1.610 -// // 	AugOutEdgeIt e=bfs;
   1.611 -// // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.612 -// // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   1.613 -// // 	}
   1.614 -	
   1.615 -// // 	++bfs;
   1.616 -// //       } //computing distances from s in the residual graph
   1.617 -
   1.618 -// //       MutableGraph F;
   1.619 -// //       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   1.620 -// // 	res_graph_to_F(res_graph);
   1.621 -// //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   1.622 -// // 	res_graph_to_F.set(n, F.addNode());
   1.623 -// //       }
   1.624 -      
   1.625 -// //       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   1.626 -// //       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   1.627 -
   1.628 -// //       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   1.629 -// //       typename MutableGraph::EdgeMap<Num> residual_capacity(F);
   1.630 -
   1.631 -// //       //Making F to the graph containing the edges of the residual graph 
   1.632 -// //       //which are in some shortest paths
   1.633 -// //       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   1.634 -// // 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   1.635 -// // 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   1.636 -// // 	  original_edge.update();
   1.637 -// // 	  original_edge.set(f, e);
   1.638 -// // 	  residual_capacity.update();
   1.639 -// // 	  residual_capacity.set(f, res_graph.free(e));
   1.640 -// // 	} 
   1.641 -// //       }
   1.642 -
   1.643 -// //       bool __augment=true;
   1.644 -
   1.645 -// //       while (__augment) {
   1.646 -// // 	__augment=false;
   1.647 -// // 	//computing blocking flow with dfs
   1.648 -// // 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   1.649 -// // 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   1.650 -// // 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   1.651 -// // 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   1.652 -// // 	//invalid iterators for sources
   1.653 -
   1.654 -// // 	typename MutableGraph::NodeMap<Num> free(F);
   1.655 -
   1.656 -// // 	dfs.pushAndSetReached(sF);      
   1.657 -// // 	while (!dfs.finished()) {
   1.658 -// // 	  ++dfs;
   1.659 -// // 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   1.660 -// // 	    if (dfs.isBNodeNewlyReached()) {
   1.661 -// // 	      typename MutableGraph::Node v=F.aNode(dfs);
   1.662 -// // 	      typename MutableGraph::Node w=F.bNode(dfs);
   1.663 -// // 	      pred.set(w, dfs);
   1.664 -// // 	      if (F.valid(pred.get(v))) {
   1.665 -// // 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.666 -// // 	      } else {
   1.667 -// // 		free.set(w, residual_capacity.get(dfs)); 
   1.668 -// // 	      }
   1.669 -// // 	      if (w==tF) { 
   1.670 -// // 		__augment=true; 
   1.671 -// // 		_augment=true;
   1.672 -// // 		break; 
   1.673 -// // 	      }
   1.674 -	      
   1.675 -// // 	    } else {
   1.676 -// // 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   1.677 -// // 	    }
   1.678 -// // 	  } 
   1.679 -// // 	}
   1.680 -
   1.681 -// // 	if (__augment) {
   1.682 -// // 	  typename MutableGraph::Node n=tF;
   1.683 -// // 	  Num augment_value=free.get(tF);
   1.684 -// // 	  while (F.valid(pred.get(n))) { 
   1.685 -// // 	    typename MutableGraph::Edge e=pred.get(n);
   1.686 -// // 	    res_graph.augment(original_edge.get(e), augment_value); 
   1.687 -// // 	    n=F.tail(e);
   1.688 -// // 	    if (residual_capacity.get(e)==augment_value) 
   1.689 -// // 	      F.erase(e); 
   1.690 -// // 	    else 
   1.691 -// // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.692 -// // 	  }
   1.693 -// // 	}
   1.694 -	
   1.695 -// //       }
   1.696 -            
   1.697 -// //       return _augment;
   1.698 -// //     }
   1.699 -//     bool augmentOnBlockingFlow2() {
   1.700 -//       bool _augment=false;
   1.701 -
   1.702 -//       //typedef ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap> EAugGraph;
   1.703 -//       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap> > EAugGraph;
   1.704 -//       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   1.705 -//       typedef typename EAugGraph::Edge EAugEdge;
   1.706 -
   1.707 -//       EAugGraph res_graph(*G, *flow, *capacity);
   1.708 -
   1.709 -//       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   1.710 -//       BfsIterator< 
   1.711 -// 	ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>, 
   1.712 -// 	/*typename ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::OutEdgeIt,*/ 
   1.713 -// 	ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::NodeMap<bool> > bfs(res_graph);
   1.714 -
   1.715 -
   1.716 -//       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.717 -//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.718 -// 	if (S->get(s)) {
   1.719 -// 	  Num u=0;
   1.720 -// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.721 -// 	    u+=flow->get(e);
   1.722 -// 	  if (u<1) {
   1.723 -// 	    bfs.pushAndSetReached(s);
   1.724 -// 	    //pred.set(s, AugEdge(INVALID));
   1.725 -// 	  }
   1.726 -// 	}
   1.727 -//       }
   1.728 -
   1.729 -      
   1.730 -//       //bfs.pushAndSetReached(s);
   1.731 -
   1.732 -//       typename ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::
   1.733 -// 	NodeMap<int>& dist=res_graph.dist;
   1.734 -
   1.735 -//       while ( !bfs.finished() ) {
   1.736 -// 	typename ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::OutEdgeIt e=bfs;
   1.737 -// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.738 -// 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   1.739 -// 	}
   1.740 -// 	++bfs;	
   1.741 -//       } //computing distances from s in the residual graph
   1.742 -
   1.743 -//       bool __augment=true;
   1.744 -
   1.745 -//       while (__augment) {
   1.746 -
   1.747 -// 	__augment=false;
   1.748 -// 	//computing blocking flow with dfs
   1.749 -// 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   1.750 -// 	DfsIterator< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
   1.751 -// 	  dfs(res_graph);
   1.752 -// 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph, INVALID); 
   1.753 -// 	//pred.set(s, EAugEdge(INVALID));
   1.754 -// 	//invalid iterators for sources
   1.755 -
   1.756 -// 	typename EAugGraph::NodeMap<Num> free(res_graph);
   1.757 -
   1.758 -
   1.759 -// 	//typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.760 -//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.761 -// 	if (S->get(s)) {
   1.762 -// 	  Num u=0;
   1.763 -// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.764 -// 	    u+=flow->get(e);
   1.765 -// 	  if (u<1) {
   1.766 -// 	    dfs.pushAndSetReached(s);
   1.767 -// 	    //pred.set(s, AugEdge(INVALID));
   1.768 -// 	  }
   1.769 -// 	}
   1.770 -//       }
   1.771 -
   1.772 -
   1.773 -
   1.774 -//       //dfs.pushAndSetReached(s);
   1.775 -//       typename EAugGraph::Node n;
   1.776 -// 	while (!dfs.finished()) {
   1.777 -// 	  ++dfs;
   1.778 -// 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   1.779 -// 	    if (dfs.isBNodeNewlyReached()) {
   1.780 -	  
   1.781 -// 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   1.782 -// 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   1.783 -
   1.784 -// 	      pred.set(w, EAugOutEdgeIt(dfs));
   1.785 -// 	      if (res_graph.valid(pred.get(v))) {
   1.786 -// 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
   1.787 -// 	      } else {
   1.788 -// 		free.set(w, res_graph.free(dfs)); 
   1.789 -// 	      }
   1.790 -	     
   1.791 -// 	      n=w;
   1.792 -// 	      if (T->get(w)) {
   1.793 -// 		Num u=0;
   1.794 -// 		for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   1.795 -// 		  u+=flow->get(f);
   1.796 -// 		if (u<1) {
   1.797 -// 		  __augment=true; 
   1.798 -// 		  _augment=true;
   1.799 -// 		  break; 
   1.800 -// 		}
   1.801 -// 	      }
   1.802 -// 	    } else {
   1.803 -// 	      res_graph.erase(dfs);
   1.804 -// 	    }
   1.805 -// 	  } 
   1.806 -
   1.807 -// 	}
   1.808 -
   1.809 -// 	if (__augment) {
   1.810 -// 	  // typename EAugGraph::Node n=t;
   1.811 -// 	  Num augment_value=free.get(n);
   1.812 -// 	  while (res_graph.valid(pred.get(n))) { 
   1.813 -// 	    EAugEdge e=pred.get(n);
   1.814 -// 	    res_graph.augment(e, augment_value);
   1.815 -// 	    n=res_graph.tail(e);
   1.816 -// 	    if (res_graph.free(e)==0)
   1.817 -// 	      res_graph.erase(e);
   1.818 -// 	  }
   1.819 -// 	}
   1.820 -      
   1.821 -//       }
   1.822 -            
   1.823 -//       return _augment;
   1.824 -//     }
   1.825 -//     void run() {
   1.826 -//       //int num_of_augmentations=0;
   1.827 -//       while (augmentOnShortestPath()) { 
   1.828 -// 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.829 -// 	//std::cout << ++num_of_augmentations << " ";
   1.830 -// 	//std::cout<<std::endl;
   1.831 -//       } 
   1.832 -//     }
   1.833 -// //     template<typename MutableGraph> void run() {
   1.834 -// //       //int num_of_augmentations=0;
   1.835 -// //       //while (augmentOnShortestPath()) { 
   1.836 -// // 	while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.837 -// // 	//std::cout << ++num_of_augmentations << " ";
   1.838 -// // 	//std::cout<<std::endl;
   1.839 -// //       } 
   1.840 -// //     } 
   1.841 -//     Num flowValue() { 
   1.842 -//       Num a=0;
   1.843 -//       EdgeIt e;
   1.844 -//       for(G->/*getF*/first(e); G->valid(e); G->next(e)) {
   1.845 -// 	a+=flow->get(e);
   1.846 -//       }
   1.847 -//       return a;
   1.848 -//     }
   1.849 -//   };
   1.850 -
   1.851 -
   1.852 -
   1.853 -
   1.854 -
   1.855 -  
   1.856 -// //   template <typename Graph, typename Num, typename FlowMap, typename CapMap>
   1.857 -// //   class MaxFlow2 {
   1.858 -// //   public:
   1.859 -// //     typedef typename Graph::Node Node;
   1.860 -// //     typedef typename Graph::Edge Edge;
   1.861 -// //     typedef typename Graph::EdgeIt EdgeIt;
   1.862 -// //     typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.863 -// //     typedef typename Graph::InEdgeIt InEdgeIt;
   1.864 -// //   private:
   1.865 -// //     const Graph& G;
   1.866 -// //     std::list<Node>& S;
   1.867 -// //     std::list<Node>& T;
   1.868 -// //     FlowMap& flow;
   1.869 -// //     const CapMap& capacity;
   1.870 -// //     typedef ResGraphWrapper<Graph, Num, FlowMap, CapMap > AugGraph;
   1.871 -// //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   1.872 -// //     typedef typename AugGraph::Edge AugEdge;
   1.873 -// //     typename Graph::NodeMap<bool> SMap;
   1.874 -// //     typename Graph::NodeMap<bool> TMap;
   1.875 -// //   public:
   1.876 -// //     MaxFlow2(const Graph& _G, std::list<Node>& _S, std::list<Node>& _T, FlowMap& _flow, const CapMap& _capacity) : G(_G), S(_S), T(_T), flow(_flow), capacity(_capacity), SMap(_G), TMap(_G) { 
   1.877 -// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   1.878 -// // 	  i!=S.end(); ++i) { 
   1.879 -// // 	SMap.set(*i, true); 
   1.880 -// //       }
   1.881 -// //       for (typename std::list<Node>::const_iterator i=T.begin(); 
   1.882 -// // 	   i!=T.end(); ++i) { 
   1.883 -// // 	TMap.set(*i, true); 
   1.884 -// //       }
   1.885 -// //     }
   1.886 -// //     bool augment() {
   1.887 -// //       AugGraph res_graph(G, flow, capacity);
   1.888 -// //       bool _augment=false;
   1.889 -// //       Node reached_t_node;
   1.890 -      
   1.891 -// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.892 -// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   1.893 -// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   1.894 -// // 	  i!=S.end(); ++i) {
   1.895 -// // 	bfs.pushAndSetReached(*i);
   1.896 -// //       }
   1.897 -// //       //bfs.pushAndSetReached(s);
   1.898 -	
   1.899 -// //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.900 -// //       //filled up with invalid iterators
   1.901 -      
   1.902 -// //       typename AugGraph::NodeMap<Num> free(res_graph);
   1.903 -	
   1.904 -// //       //searching for augmenting path
   1.905 -// //       while ( !bfs.finished() ) { 
   1.906 -// // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
   1.907 -// // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
   1.908 -// // 	  Node v=res_graph.tail(e);
   1.909 -// // 	  Node w=res_graph.head(e);
   1.910 -// // 	  pred.set(w, e);
   1.911 -// // 	  if (pred.get(v).valid()) {
   1.912 -// // 	    free.set(w, std::min(free.get(v), e.free()));
   1.913 -// // 	  } else {
   1.914 -// // 	    free.set(w, e.free()); 
   1.915 -// // 	  }
   1.916 -// // 	  if (TMap.get(res_graph.head(e))) { 
   1.917 -// // 	    _augment=true; 
   1.918 -// // 	    reached_t_node=res_graph.head(e);
   1.919 -// // 	    break; 
   1.920 -// // 	  }
   1.921 -// // 	}
   1.922 -	
   1.923 -// // 	++bfs;
   1.924 -// //       } //end of searching augmenting path
   1.925 -
   1.926 -// //       if (_augment) {
   1.927 -// // 	Node n=reached_t_node;
   1.928 -// // 	Num augment_value=free.get(reached_t_node);
   1.929 -// // 	while (pred.get(n).valid()) { 
   1.930 -// // 	  AugEdge e=pred.get(n);
   1.931 -// // 	  e.augment(augment_value); 
   1.932 -// // 	  n=res_graph.tail(e);
   1.933 -// // 	}
   1.934 -// //       }
   1.935 -
   1.936 -// //       return _augment;
   1.937 -// //     }
   1.938 -// //     void run() {
   1.939 -// //       while (augment()) { } 
   1.940 -// //     }
   1.941 -// //     Num flowValue() { 
   1.942 -// //       Num a=0;
   1.943 -// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   1.944 -// // 	  i!=S.end(); ++i) { 
   1.945 -// // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
   1.946 -// // 	  a+=flow.get(e);
   1.947 -// // 	}
   1.948 -// // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
   1.949 -// // 	  a-=flow.get(e);
   1.950 -// // 	}
   1.951 -// //       }
   1.952 -// //       return a;
   1.953 -// //     }
   1.954 -// //   };
   1.955 -
   1.956 -
   1.957 -} // namespace hugo
   1.958 -
   1.959 -#endif //HUGO_EDMONDS_KARP_H
     2.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     2.2 +++ b/src/work/marci/oldies/edmonds_karp.h	Thu Apr 29 16:07:10 2004 +0000
     2.3 @@ -0,0 +1,956 @@
     2.4 +// -*- c++ -*-
     2.5 +#ifndef HUGO_EDMONDS_KARP_H
     2.6 +#define HUGO_EDMONDS_KARP_H
     2.7 +
     2.8 +#include <algorithm>
     2.9 +#include <list>
    2.10 +#include <iterator>
    2.11 +
    2.12 +#include <bfs_iterator.h>
    2.13 +#include <invalid.h>
    2.14 +#include <graph_wrapper.h>
    2.15 +#include <maps.h>
    2.16 +#include <for_each_macros.h>
    2.17 +
    2.18 +namespace hugo {
    2.19 +
    2.20 +  template <typename Graph, typename Num, 
    2.21 +	    typename CapMap, typename FlowMap>
    2.22 +  class MaxFlow {
    2.23 +  protected:
    2.24 +    typedef typename Graph::Node Node;
    2.25 +    typedef typename Graph::Edge Edge;
    2.26 +    typedef typename Graph::EdgeIt EdgeIt;
    2.27 +    typedef typename Graph::OutEdgeIt OutEdgeIt;
    2.28 +    typedef typename Graph::InEdgeIt InEdgeIt;
    2.29 +    const Graph* g;
    2.30 +    Node s;
    2.31 +    Node t;
    2.32 +    const CapMap* capacity;
    2.33 +    FlowMap* flow;
    2.34 +    typedef ResGraphWrapper<const Graph, Num, CapMap, FlowMap> ResGW;
    2.35 +    typedef typename ResGW::OutEdgeIt ResGWOutEdgeIt;
    2.36 +    typedef typename ResGW::Edge ResGWEdge;
    2.37 +    //typedef typename ResGW::template NodeMap<bool> ReachedMap;
    2.38 +    typedef typename Graph::template NodeMap<bool> ReachedMap;
    2.39 +    ReachedMap level;
    2.40 +    //reached is called level because of compatibility with preflow
    2.41 +  public:
    2.42 +
    2.43 +    MaxFlow(const Graph& _g, Node _s, Node _t, const CapMap& _capacity, 
    2.44 +	    FlowMap& _flow) : 
    2.45 +      g(&_g), s(_s), t(_t), capacity(&_capacity), flow(&_flow), level(_g) { }
    2.46 +
    2.47 +    bool augmentOnShortestPath() {
    2.48 +      ResGW res_graph(*g, *capacity, *flow);
    2.49 +      bool _augment=false;
    2.50 +      
    2.51 +      //ReachedMap level(res_graph);
    2.52 +      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
    2.53 +      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
    2.54 +      bfs.pushAndSetReached(s);
    2.55 +	
    2.56 +      typename ResGW::template NodeMap<ResGWEdge> pred(res_graph); 
    2.57 +      pred.set(s, INVALID);
    2.58 +      
    2.59 +      typename ResGW::template NodeMap<Num> free(res_graph);
    2.60 +	
    2.61 +      //searching for augmenting path
    2.62 +      while ( !bfs.finished() ) { 
    2.63 +	ResGWOutEdgeIt e=bfs;
    2.64 +	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
    2.65 +	  Node v=res_graph.tail(e);
    2.66 +	  Node w=res_graph.head(e);
    2.67 +	  pred.set(w, e);
    2.68 +	  if (res_graph.valid(pred[v])) {
    2.69 +	    free.set(w, std::min(free[v], res_graph.resCap(e)));
    2.70 +	  } else {
    2.71 +	    free.set(w, res_graph.resCap(e)); 
    2.72 +	  }
    2.73 +	  if (res_graph.head(e)==t) { _augment=true; break; }
    2.74 +	}
    2.75 +	
    2.76 +	++bfs;
    2.77 +      } //end of searching augmenting path
    2.78 +
    2.79 +      if (_augment) {
    2.80 +	Node n=t;
    2.81 +	Num augment_value=free[t];
    2.82 +	while (res_graph.valid(pred[n])) { 
    2.83 +	  ResGWEdge e=pred[n];
    2.84 +	  res_graph.augment(e, augment_value); 
    2.85 +	  n=res_graph.tail(e);
    2.86 +	}
    2.87 +      }
    2.88 +
    2.89 +      return _augment;
    2.90 +    }
    2.91 +
    2.92 +    template<typename MapGraphWrapper> 
    2.93 +    class DistanceMap {
    2.94 +    protected:
    2.95 +      const MapGraphWrapper* g;
    2.96 +      typename MapGraphWrapper::template NodeMap<int> dist; 
    2.97 +    public:
    2.98 +      DistanceMap(MapGraphWrapper& _g) : g(&_g), dist(*g, g->nodeNum()) { }
    2.99 +      void set(const typename MapGraphWrapper::Node& n, int a) { 
   2.100 +	dist.set(n, a); 
   2.101 +      }
   2.102 +      int operator[](const typename MapGraphWrapper::Node& n) 
   2.103 +	{ return dist[n]; }
   2.104 +//       int get(const typename MapGraphWrapper::Node& n) const { 
   2.105 +// 	return dist[n]; }
   2.106 +//       bool get(const typename MapGraphWrapper::Edge& e) const { 
   2.107 +// 	return (dist.get(g->tail(e))<dist.get(g->head(e))); }
   2.108 +      bool operator[](const typename MapGraphWrapper::Edge& e) const { 
   2.109 +	return (dist[g->tail(e)]<dist[g->head(e)]); 
   2.110 +      }
   2.111 +    };
   2.112 +
   2.113 +    template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   2.114 +      typedef MutableGraph MG;
   2.115 +      bool _augment=false;
   2.116 +
   2.117 +      ResGW res_graph(*g, *capacity, *flow);
   2.118 +
   2.119 +      //ReachedMap level(res_graph);
   2.120 +      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
   2.121 +      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
   2.122 +
   2.123 +      bfs.pushAndSetReached(s);
   2.124 +      //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   2.125 +      DistanceMap<ResGW> dist(res_graph);
   2.126 +      while ( !bfs.finished() ) { 
   2.127 +	ResGWOutEdgeIt e=bfs;
   2.128 +	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   2.129 +	  dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   2.130 +	}
   2.131 +	++bfs;
   2.132 +      } //computing distances from s in the residual graph
   2.133 +
   2.134 +      MG F;
   2.135 +      ConstMap<typename ResGW::Node, bool> true_map(true);
   2.136 +      typedef SubGraphWrapper<ResGW, ConstMap<typename ResGW::Node, bool>, 
   2.137 +	DistanceMap<ResGW> > FilterResGW;
   2.138 +      FilterResGW filter_res_graph(res_graph, true_map, dist);
   2.139 +      typename ResGW::template NodeMap<typename MG::Node> 
   2.140 +	res_graph_to_F(res_graph);
   2.141 +      {
   2.142 +	typename ResGW::NodeIt n;
   2.143 +	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   2.144 +	  res_graph_to_F.set(n, F.addNode());
   2.145 +	}
   2.146 +      }
   2.147 +
   2.148 +      typename MG::Node sF=res_graph_to_F[s];
   2.149 +      typename MG::Node tF=res_graph_to_F[t];
   2.150 +      typename MG::template EdgeMap<ResGWEdge> original_edge(F);
   2.151 +      typename MG::template EdgeMap<Num> residual_capacity(F);
   2.152 +
   2.153 +      //Making F to the graph containing the edges of the residual graph 
   2.154 +      //which are in some shortest paths
   2.155 +      {
   2.156 +	typename FilterResGW::EdgeIt e;
   2.157 +	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   2.158 +	  //if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   2.159 +	  typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   2.160 +	  original_edge.update();
   2.161 +	  original_edge.set(f, e);
   2.162 +	  residual_capacity.update();
   2.163 +	  residual_capacity.set(f, res_graph.resCap(e));
   2.164 +	  //} 
   2.165 +	}
   2.166 +      }
   2.167 +
   2.168 +      bool __augment=true;
   2.169 +
   2.170 +      while (__augment) {
   2.171 +	__augment=false;
   2.172 +	//computing blocking flow with dfs
   2.173 +
   2.174 +	DfsIterator< MG, typename MG::template NodeMap<bool> > dfs(F);
   2.175 +	typename MG::template NodeMap<typename MG::Edge> pred(F);
   2.176 +	pred.set(sF, INVALID);
   2.177 +	//invalid iterators for sources
   2.178 +
   2.179 +	typename MG::template NodeMap<Num> free(F);
   2.180 +
   2.181 +	dfs.pushAndSetReached(sF);      
   2.182 +	while (!dfs.finished()) {
   2.183 +	  ++dfs;
   2.184 +	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   2.185 +	    if (dfs.isBNodeNewlyReached()) {
   2.186 +	      typename MG::Node v=F.aNode(dfs);
   2.187 +	      typename MG::Node w=F.bNode(dfs);
   2.188 +	      pred.set(w, dfs);
   2.189 +	      if (F.valid(pred[v])) {
   2.190 +		free.set(w, std::min(free[v], residual_capacity[dfs]));
   2.191 +	      } else {
   2.192 +		free.set(w, residual_capacity[dfs]); 
   2.193 +	      }
   2.194 +	      if (w==tF) { 
   2.195 +		__augment=true; 
   2.196 +		_augment=true;
   2.197 +		break; 
   2.198 +	      }
   2.199 +	      
   2.200 +	    } else {
   2.201 +	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   2.202 +	    }
   2.203 +	  } 
   2.204 +	}
   2.205 +
   2.206 +	if (__augment) {
   2.207 +	  typename MG::Node n=tF;
   2.208 +	  Num augment_value=free[tF];
   2.209 +	  while (F.valid(pred[n])) { 
   2.210 +	    typename MG::Edge e=pred[n];
   2.211 +	    res_graph.augment(original_edge[e], augment_value); 
   2.212 +	    n=F.tail(e);
   2.213 +	    if (residual_capacity[e]==augment_value) 
   2.214 +	      F.erase(e); 
   2.215 +	    else 
   2.216 +	      residual_capacity.set(e, residual_capacity[e]-augment_value);
   2.217 +	  }
   2.218 +	}
   2.219 +	
   2.220 +      }
   2.221 +            
   2.222 +      return _augment;
   2.223 +    }
   2.224 +
   2.225 +    template<typename MutableGraph> bool augmentOnBlockingFlow1() {      
   2.226 +      typedef MutableGraph MG;
   2.227 +      bool _augment=false;
   2.228 +
   2.229 +      ResGW res_graph(*g, *capacity, *flow);
   2.230 +
   2.231 +      //bfs for distances on the residual graph
   2.232 +      //ReachedMap level(res_graph);
   2.233 +      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
   2.234 +      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
   2.235 +      bfs.pushAndSetReached(s);
   2.236 +      typename ResGW::template NodeMap<int> 
   2.237 +	dist(res_graph); //filled up with 0's
   2.238 +
   2.239 +      //F will contain the physical copy of the residual graph
   2.240 +      //with the set of edges which are on shortest paths
   2.241 +      MG F;
   2.242 +      typename ResGW::template NodeMap<typename MG::Node> 
   2.243 +	res_graph_to_F(res_graph);
   2.244 +      {
   2.245 +	typename ResGW::NodeIt n;
   2.246 +	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   2.247 +	  res_graph_to_F.set(n, F.addNode());
   2.248 +	}
   2.249 +      }
   2.250 +
   2.251 +      typename MG::Node sF=res_graph_to_F[s];
   2.252 +      typename MG::Node tF=res_graph_to_F[t];
   2.253 +      typename MG::template EdgeMap<ResGWEdge> original_edge(F);
   2.254 +      typename MG::template EdgeMap<Num> residual_capacity(F);
   2.255 +
   2.256 +      while ( !bfs.finished() ) { 
   2.257 +	ResGWOutEdgeIt e=bfs;
   2.258 +	if (res_graph.valid(e)) {
   2.259 +	  if (bfs.isBNodeNewlyReached()) {
   2.260 +	    dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   2.261 +	    typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   2.262 +	    original_edge.update();
   2.263 +	    original_edge.set(f, e);
   2.264 +	    residual_capacity.update();
   2.265 +	    residual_capacity.set(f, res_graph.resCap(e));
   2.266 +	  } else {
   2.267 +	    if (dist[res_graph.head(e)]==(dist[res_graph.tail(e)]+1)) {
   2.268 +	      typename MG::Edge f=F.addEdge(res_graph_to_F[res_graph.tail(e)], res_graph_to_F[res_graph.head(e)]);
   2.269 +	      original_edge.update();
   2.270 +	      original_edge.set(f, e);
   2.271 +	      residual_capacity.update();
   2.272 +	      residual_capacity.set(f, res_graph.resCap(e));
   2.273 +	    }
   2.274 +	  }
   2.275 +	}
   2.276 +	++bfs;
   2.277 +      } //computing distances from s in the residual graph
   2.278 +
   2.279 +      bool __augment=true;
   2.280 +
   2.281 +      while (__augment) {
   2.282 +	__augment=false;
   2.283 +	//computing blocking flow with dfs
   2.284 +	DfsIterator< MG, typename MG::template NodeMap<bool> > dfs(F);
   2.285 +	typename MG::template NodeMap<typename MG::Edge> pred(F);
   2.286 +	pred.set(sF, INVALID);
   2.287 +	//invalid iterators for sources
   2.288 +
   2.289 +	typename MG::template NodeMap<Num> free(F);
   2.290 +
   2.291 +	dfs.pushAndSetReached(sF);      
   2.292 +	while (!dfs.finished()) {
   2.293 +	  ++dfs;
   2.294 +	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   2.295 +	    if (dfs.isBNodeNewlyReached()) {
   2.296 +	      typename MG::Node v=F.aNode(dfs);
   2.297 +	      typename MG::Node w=F.bNode(dfs);
   2.298 +	      pred.set(w, dfs);
   2.299 +	      if (F.valid(pred[v])) {
   2.300 +		free.set(w, std::min(free[v], residual_capacity[dfs]));
   2.301 +	      } else {
   2.302 +		free.set(w, residual_capacity[dfs]); 
   2.303 +	      }
   2.304 +	      if (w==tF) { 
   2.305 +		__augment=true; 
   2.306 +		_augment=true;
   2.307 +		break; 
   2.308 +	      }
   2.309 +	      
   2.310 +	    } else {
   2.311 +	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   2.312 +	    }
   2.313 +	  } 
   2.314 +	}
   2.315 +
   2.316 +	if (__augment) {
   2.317 +	  typename MG::Node n=tF;
   2.318 +	  Num augment_value=free[tF];
   2.319 +	  while (F.valid(pred[n])) { 
   2.320 +	    typename MG::Edge e=pred[n];
   2.321 +	    res_graph.augment(original_edge[e], augment_value); 
   2.322 +	    n=F.tail(e);
   2.323 +	    if (residual_capacity[e]==augment_value) 
   2.324 +	      F.erase(e); 
   2.325 +	    else 
   2.326 +	      residual_capacity.set(e, residual_capacity[e]-augment_value);
   2.327 +	  }
   2.328 +	}
   2.329 +	
   2.330 +      }
   2.331 +            
   2.332 +      return _augment;
   2.333 +    }
   2.334 +
   2.335 +    bool augmentOnBlockingFlow2() {
   2.336 +      bool _augment=false;
   2.337 +
   2.338 +      ResGW res_graph(*g, *capacity, *flow);
   2.339 +      
   2.340 +      //ReachedMap level(res_graph);
   2.341 +      FOR_EACH_LOC(typename Graph::NodeIt, e, *g) level.set(e, 0);
   2.342 +      BfsIterator<ResGW, ReachedMap> bfs(res_graph, level);
   2.343 +
   2.344 +      bfs.pushAndSetReached(s);
   2.345 +      DistanceMap<ResGW> dist(res_graph);
   2.346 +      while ( !bfs.finished() ) { 
   2.347 + 	ResGWOutEdgeIt e=bfs;
   2.348 + 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   2.349 + 	  dist.set(res_graph.head(e), dist[res_graph.tail(e)]+1);
   2.350 + 	}
   2.351 +	++bfs;
   2.352 +      } //computing distances from s in the residual graph
   2.353 +
   2.354 +      //Subgraph containing the edges on some shortest paths
   2.355 +      ConstMap<typename ResGW::Node, bool> true_map(true);
   2.356 +      typedef SubGraphWrapper<ResGW, ConstMap<typename ResGW::Node, bool>, 
   2.357 +	DistanceMap<ResGW> > FilterResGW;
   2.358 +      FilterResGW filter_res_graph(res_graph, true_map, dist);
   2.359 +
   2.360 +      //Subgraph, which is able to delete edges which are already 
   2.361 +      //met by the dfs
   2.362 +      typename FilterResGW::template NodeMap<typename FilterResGW::OutEdgeIt> 
   2.363 + 	first_out_edges(filter_res_graph);
   2.364 +      typename FilterResGW::NodeIt v;
   2.365 +      for(filter_res_graph.first(v); filter_res_graph.valid(v); 
   2.366 + 	  filter_res_graph.next(v)) 
   2.367 +      {
   2.368 + 	typename FilterResGW::OutEdgeIt e;
   2.369 + 	filter_res_graph.first(e, v);
   2.370 + 	first_out_edges.set(v, e);
   2.371 +      }
   2.372 +      typedef ErasingFirstGraphWrapper<FilterResGW, typename FilterResGW::
   2.373 +	template NodeMap<typename FilterResGW::OutEdgeIt> > ErasingResGW;
   2.374 +      ErasingResGW erasing_res_graph(filter_res_graph, first_out_edges);
   2.375 +
   2.376 +      bool __augment=true;
   2.377 +
   2.378 +      while (__augment) {
   2.379 +
   2.380 + 	__augment=false;
   2.381 +  	//computing blocking flow with dfs
   2.382 +  	DfsIterator< ErasingResGW, 
   2.383 +	  typename ErasingResGW::template NodeMap<bool> > 
   2.384 +  	  dfs(erasing_res_graph);
   2.385 + 	typename ErasingResGW::
   2.386 +	  template NodeMap<typename ErasingResGW::OutEdgeIt> 
   2.387 +	  pred(erasing_res_graph); 
   2.388 + 	pred.set(s, INVALID);
   2.389 +  	//invalid iterators for sources
   2.390 +
   2.391 +  	typename ErasingResGW::template NodeMap<Num> 
   2.392 +	  free1(erasing_res_graph);
   2.393 +
   2.394 + 	dfs.pushAndSetReached(
   2.395 +	  typename ErasingResGW::Node(
   2.396 +	    typename FilterResGW::Node(
   2.397 +	      typename ResGW::Node(s)
   2.398 +	      )
   2.399 +	    )
   2.400 +	  );
   2.401 + 	while (!dfs.finished()) {
   2.402 + 	  ++dfs;
   2.403 + 	  if (erasing_res_graph.valid(
   2.404 + 		typename ErasingResGW::OutEdgeIt(dfs))) 
   2.405 + 	  { 
   2.406 +  	    if (dfs.isBNodeNewlyReached()) {
   2.407 +	  
   2.408 + 	      typename ErasingResGW::Node v=erasing_res_graph.aNode(dfs);
   2.409 + 	      typename ErasingResGW::Node w=erasing_res_graph.bNode(dfs);
   2.410 +
   2.411 + 	      pred.set(w, /*typename ErasingResGW::OutEdgeIt*/(dfs));
   2.412 + 	      if (erasing_res_graph.valid(pred[v])) {
   2.413 + 		free1.set(w, std::min(free1[v], res_graph.resCap(
   2.414 +				       typename ErasingResGW::OutEdgeIt(dfs))));
   2.415 + 	      } else {
   2.416 + 		free1.set(w, res_graph.resCap(
   2.417 +			   typename ErasingResGW::OutEdgeIt(dfs))); 
   2.418 + 	      }
   2.419 +	      
   2.420 + 	      if (w==t) { 
   2.421 + 		__augment=true; 
   2.422 + 		_augment=true;
   2.423 + 		break; 
   2.424 + 	      }
   2.425 + 	    } else {
   2.426 + 	      erasing_res_graph.erase(dfs);
   2.427 +	    }
   2.428 +	  }
   2.429 +	}	
   2.430 +
   2.431 +  	if (__augment) {
   2.432 +   	  typename ErasingResGW::Node n=typename FilterResGW::Node(typename ResGW::Node(t));
   2.433 +// 	  typename ResGW::NodeMap<Num> a(res_graph);
   2.434 +// 	  typename ResGW::Node b;
   2.435 +// 	  Num j=a[b];
   2.436 +// 	  typename FilterResGW::NodeMap<Num> a1(filter_res_graph);
   2.437 +// 	  typename FilterResGW::Node b1;
   2.438 +// 	  Num j1=a1[b1];
   2.439 +// 	  typename ErasingResGW::NodeMap<Num> a2(erasing_res_graph);
   2.440 +// 	  typename ErasingResGW::Node b2;
   2.441 +// 	  Num j2=a2[b2];
   2.442 + 	  Num augment_value=free1[n];
   2.443 + 	  while (erasing_res_graph.valid(pred[n])) { 
   2.444 + 	    typename ErasingResGW::OutEdgeIt e=pred[n];
   2.445 + 	    res_graph.augment(e, augment_value);
   2.446 + 	    n=erasing_res_graph.tail(e);
   2.447 + 	    if (res_graph.resCap(e)==0)
   2.448 + 	      erasing_res_graph.erase(e);
   2.449 +	}
   2.450 +      }
   2.451 +      
   2.452 +      } //while (__augment) 
   2.453 +            
   2.454 +      return _augment;
   2.455 +    }
   2.456 +
   2.457 +    void run() {
   2.458 +      //int num_of_augmentations=0;
   2.459 +      while (augmentOnShortestPath()) { 
   2.460 +	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   2.461 +	//std::cout << ++num_of_augmentations << " ";
   2.462 +	//std::cout<<std::endl;
   2.463 +      } 
   2.464 +    }
   2.465 +
   2.466 +    template<typename MutableGraph> void run() {
   2.467 +      //int num_of_augmentations=0;
   2.468 +      //while (augmentOnShortestPath()) { 
   2.469 +	while (augmentOnBlockingFlow<MutableGraph>()) { 
   2.470 +	//std::cout << ++num_of_augmentations << " ";
   2.471 +	//std::cout<<std::endl;
   2.472 +      } 
   2.473 +    }
   2.474 +
   2.475 +    Num flowValue() { 
   2.476 +      Num a=0;
   2.477 +      OutEdgeIt e;
   2.478 +      for(g->first(e, s); g->valid(e); g->next(e)) {
   2.479 +	a+=(*flow)[e];
   2.480 +      }
   2.481 +      return a;
   2.482 +    }
   2.483 +
   2.484 +  };
   2.485 +
   2.486 +
   2.487 +//   template <typename Graph, typename Num, typename FlowMap, typename CapMap>
   2.488 +//   class MaxMatching {
   2.489 +//   public:
   2.490 +//     typedef typename Graph::Node Node;
   2.491 +//     typedef typename Graph::NodeIt NodeIt;
   2.492 +//     typedef typename Graph::Edge Edge;
   2.493 +//     typedef typename Graph::EdgeIt EdgeIt;
   2.494 +//     typedef typename Graph::OutEdgeIt OutEdgeIt;
   2.495 +//     typedef typename Graph::InEdgeIt InEdgeIt;
   2.496 +
   2.497 +//     typedef typename Graph::NodeMap<bool> SMap;
   2.498 +//     typedef typename Graph::NodeMap<bool> TMap;
   2.499 +//   private:
   2.500 +//     const Graph* G;
   2.501 +//     SMap* S;
   2.502 +//     TMap* T;
   2.503 +//     //Node s;
   2.504 +//     //Node t;
   2.505 +//     FlowMap* flow;
   2.506 +//     const CapMap* capacity;
   2.507 +//     typedef ResGraphWrapper<Graph, Num, FlowMap, CapMap > AugGraph;
   2.508 +//     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   2.509 +//     typedef typename AugGraph::Edge AugEdge;
   2.510 +//     typename Graph::NodeMap<int> used; //0
   2.511 +
   2.512 +//   public:
   2.513 +//     MaxMatching(const Graph& _G, SMap& _S, TMap& _T, FlowMap& _flow, const CapMap& _capacity) : 
   2.514 +//       G(&_G), S(&_S), T(&_T), flow(&_flow), capacity(&_capacity), used(_G) { }
   2.515 +//     bool augmentOnShortestPath() {
   2.516 +//       AugGraph res_graph(*G, *flow, *capacity);
   2.517 +//       bool _augment=false;
   2.518 +      
   2.519 +//       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   2.520 +//       BfsIterator< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > bfs(res_graph);
   2.521 +//       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   2.522 +//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   2.523 +// 	if ((S->get(s)) && (used.get(s)<1) ) {
   2.524 +// 	  //Num u=0;
   2.525 +// 	  //for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   2.526 +// 	  //u+=flow->get(e);
   2.527 +// 	  //if (u<1) {
   2.528 +// 	    bfs.pushAndSetReached(s);
   2.529 +// 	    pred.set(s, AugEdge(INVALID));
   2.530 +// 	    //}
   2.531 +// 	}
   2.532 +//       }
   2.533 +      
   2.534 +//       typename AugGraph::NodeMap<Num> free(res_graph);
   2.535 +	
   2.536 +//       Node n;
   2.537 +//       //searching for augmenting path
   2.538 +//       while ( !bfs.finished() ) { 
   2.539 +// 	AugOutEdgeIt e=bfs;
   2.540 +// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   2.541 +// 	  Node v=res_graph.tail(e);
   2.542 +// 	  Node w=res_graph.head(e);
   2.543 +// 	  pred.set(w, e);
   2.544 +// 	  if (res_graph.valid(pred.get(v))) {
   2.545 +// 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   2.546 +// 	  } else {
   2.547 +// 	    free.set(w, res_graph.free(e)); 
   2.548 +// 	  }
   2.549 +// 	  n=res_graph.head(e);
   2.550 +// 	  if (T->get(n) && (used.get(n)<1) ) { 
   2.551 +// 	    //Num u=0;
   2.552 +// 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   2.553 +// 	    //u+=flow->get(f);
   2.554 +// 	    //if (u<1) {
   2.555 +// 	      _augment=true; 
   2.556 +// 	      break; 
   2.557 +// 	      //}
   2.558 +// 	  }
   2.559 +// 	}
   2.560 +	
   2.561 +// 	++bfs;
   2.562 +//       } //end of searching augmenting path
   2.563 +
   2.564 +//       if (_augment) {
   2.565 +// 	//Node n=t;
   2.566 +// 	used.set(n, 1); //mind2 vegen jav
   2.567 +// 	Num augment_value=free.get(n);
   2.568 +// 	while (res_graph.valid(pred.get(n))) { 
   2.569 +// 	  AugEdge e=pred.get(n);
   2.570 +// 	  res_graph.augment(e, augment_value); 
   2.571 +// 	  n=res_graph.tail(e);
   2.572 +// 	}
   2.573 +// 	used.set(n, 1); //mind2 vegen jav
   2.574 +//       }
   2.575 +
   2.576 +//       return _augment;
   2.577 +//     }
   2.578 +
   2.579 +// //     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   2.580 +// //       bool _augment=false;
   2.581 +
   2.582 +// //       AugGraph res_graph(*G, *flow, *capacity);
   2.583 +
   2.584 +// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   2.585 +// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   2.586 +
   2.587 +
   2.588 +
   2.589 +
   2.590 +
   2.591 +// //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   2.592 +// //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   2.593 +// // 	if (S->get(s)) {
   2.594 +// // 	  Num u=0;
   2.595 +// // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   2.596 +// // 	    u+=flow->get(e);
   2.597 +// // 	  if (u<1) {
   2.598 +// // 	    bfs.pushAndSetReached(s);
   2.599 +// // 	    //pred.set(s, AugEdge(INVALID));
   2.600 +// // 	  }
   2.601 +// // 	}
   2.602 +// //       }
   2.603 +
   2.604 +
   2.605 +
   2.606 +
   2.607 +// //       //bfs.pushAndSetReached(s);
   2.608 +// //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   2.609 +// //       while ( !bfs.finished() ) { 
   2.610 +// // 	AugOutEdgeIt e=bfs;
   2.611 +// // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   2.612 +// // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   2.613 +// // 	}
   2.614 +	
   2.615 +// // 	++bfs;
   2.616 +// //       } //computing distances from s in the residual graph
   2.617 +
   2.618 +// //       MutableGraph F;
   2.619 +// //       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   2.620 +// // 	res_graph_to_F(res_graph);
   2.621 +// //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   2.622 +// // 	res_graph_to_F.set(n, F.addNode());
   2.623 +// //       }
   2.624 +      
   2.625 +// //       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   2.626 +// //       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   2.627 +
   2.628 +// //       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   2.629 +// //       typename MutableGraph::EdgeMap<Num> residual_capacity(F);
   2.630 +
   2.631 +// //       //Making F to the graph containing the edges of the residual graph 
   2.632 +// //       //which are in some shortest paths
   2.633 +// //       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   2.634 +// // 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   2.635 +// // 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   2.636 +// // 	  original_edge.update();
   2.637 +// // 	  original_edge.set(f, e);
   2.638 +// // 	  residual_capacity.update();
   2.639 +// // 	  residual_capacity.set(f, res_graph.free(e));
   2.640 +// // 	} 
   2.641 +// //       }
   2.642 +
   2.643 +// //       bool __augment=true;
   2.644 +
   2.645 +// //       while (__augment) {
   2.646 +// // 	__augment=false;
   2.647 +// // 	//computing blocking flow with dfs
   2.648 +// // 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   2.649 +// // 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   2.650 +// // 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   2.651 +// // 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   2.652 +// // 	//invalid iterators for sources
   2.653 +
   2.654 +// // 	typename MutableGraph::NodeMap<Num> free(F);
   2.655 +
   2.656 +// // 	dfs.pushAndSetReached(sF);      
   2.657 +// // 	while (!dfs.finished()) {
   2.658 +// // 	  ++dfs;
   2.659 +// // 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   2.660 +// // 	    if (dfs.isBNodeNewlyReached()) {
   2.661 +// // 	      typename MutableGraph::Node v=F.aNode(dfs);
   2.662 +// // 	      typename MutableGraph::Node w=F.bNode(dfs);
   2.663 +// // 	      pred.set(w, dfs);
   2.664 +// // 	      if (F.valid(pred.get(v))) {
   2.665 +// // 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   2.666 +// // 	      } else {
   2.667 +// // 		free.set(w, residual_capacity.get(dfs)); 
   2.668 +// // 	      }
   2.669 +// // 	      if (w==tF) { 
   2.670 +// // 		__augment=true; 
   2.671 +// // 		_augment=true;
   2.672 +// // 		break; 
   2.673 +// // 	      }
   2.674 +	      
   2.675 +// // 	    } else {
   2.676 +// // 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   2.677 +// // 	    }
   2.678 +// // 	  } 
   2.679 +// // 	}
   2.680 +
   2.681 +// // 	if (__augment) {
   2.682 +// // 	  typename MutableGraph::Node n=tF;
   2.683 +// // 	  Num augment_value=free.get(tF);
   2.684 +// // 	  while (F.valid(pred.get(n))) { 
   2.685 +// // 	    typename MutableGraph::Edge e=pred.get(n);
   2.686 +// // 	    res_graph.augment(original_edge.get(e), augment_value); 
   2.687 +// // 	    n=F.tail(e);
   2.688 +// // 	    if (residual_capacity.get(e)==augment_value) 
   2.689 +// // 	      F.erase(e); 
   2.690 +// // 	    else 
   2.691 +// // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   2.692 +// // 	  }
   2.693 +// // 	}
   2.694 +	
   2.695 +// //       }
   2.696 +            
   2.697 +// //       return _augment;
   2.698 +// //     }
   2.699 +//     bool augmentOnBlockingFlow2() {
   2.700 +//       bool _augment=false;
   2.701 +
   2.702 +//       //typedef ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap> EAugGraph;
   2.703 +//       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap> > EAugGraph;
   2.704 +//       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   2.705 +//       typedef typename EAugGraph::Edge EAugEdge;
   2.706 +
   2.707 +//       EAugGraph res_graph(*G, *flow, *capacity);
   2.708 +
   2.709 +//       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   2.710 +//       BfsIterator< 
   2.711 +// 	ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>, 
   2.712 +// 	/*typename ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::OutEdgeIt,*/ 
   2.713 +// 	ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::NodeMap<bool> > bfs(res_graph);
   2.714 +
   2.715 +
   2.716 +//       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   2.717 +//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   2.718 +// 	if (S->get(s)) {
   2.719 +// 	  Num u=0;
   2.720 +// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   2.721 +// 	    u+=flow->get(e);
   2.722 +// 	  if (u<1) {
   2.723 +// 	    bfs.pushAndSetReached(s);
   2.724 +// 	    //pred.set(s, AugEdge(INVALID));
   2.725 +// 	  }
   2.726 +// 	}
   2.727 +//       }
   2.728 +
   2.729 +      
   2.730 +//       //bfs.pushAndSetReached(s);
   2.731 +
   2.732 +//       typename ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::
   2.733 +// 	NodeMap<int>& dist=res_graph.dist;
   2.734 +
   2.735 +//       while ( !bfs.finished() ) {
   2.736 +// 	typename ErasingResGraphWrapper<Graph, Num, FlowMap, CapMap>::OutEdgeIt e=bfs;
   2.737 +// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   2.738 +// 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   2.739 +// 	}
   2.740 +// 	++bfs;	
   2.741 +//       } //computing distances from s in the residual graph
   2.742 +
   2.743 +//       bool __augment=true;
   2.744 +
   2.745 +//       while (__augment) {
   2.746 +
   2.747 +// 	__augment=false;
   2.748 +// 	//computing blocking flow with dfs
   2.749 +// 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   2.750 +// 	DfsIterator< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
   2.751 +// 	  dfs(res_graph);
   2.752 +// 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph, INVALID); 
   2.753 +// 	//pred.set(s, EAugEdge(INVALID));
   2.754 +// 	//invalid iterators for sources
   2.755 +
   2.756 +// 	typename EAugGraph::NodeMap<Num> free(res_graph);
   2.757 +
   2.758 +
   2.759 +// 	//typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   2.760 +//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   2.761 +// 	if (S->get(s)) {
   2.762 +// 	  Num u=0;
   2.763 +// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   2.764 +// 	    u+=flow->get(e);
   2.765 +// 	  if (u<1) {
   2.766 +// 	    dfs.pushAndSetReached(s);
   2.767 +// 	    //pred.set(s, AugEdge(INVALID));
   2.768 +// 	  }
   2.769 +// 	}
   2.770 +//       }
   2.771 +
   2.772 +
   2.773 +
   2.774 +//       //dfs.pushAndSetReached(s);
   2.775 +//       typename EAugGraph::Node n;
   2.776 +// 	while (!dfs.finished()) {
   2.777 +// 	  ++dfs;
   2.778 +// 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   2.779 +// 	    if (dfs.isBNodeNewlyReached()) {
   2.780 +	  
   2.781 +// 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   2.782 +// 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   2.783 +
   2.784 +// 	      pred.set(w, EAugOutEdgeIt(dfs));
   2.785 +// 	      if (res_graph.valid(pred.get(v))) {
   2.786 +// 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
   2.787 +// 	      } else {
   2.788 +// 		free.set(w, res_graph.free(dfs)); 
   2.789 +// 	      }
   2.790 +	     
   2.791 +// 	      n=w;
   2.792 +// 	      if (T->get(w)) {
   2.793 +// 		Num u=0;
   2.794 +// 		for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   2.795 +// 		  u+=flow->get(f);
   2.796 +// 		if (u<1) {
   2.797 +// 		  __augment=true; 
   2.798 +// 		  _augment=true;
   2.799 +// 		  break; 
   2.800 +// 		}
   2.801 +// 	      }
   2.802 +// 	    } else {
   2.803 +// 	      res_graph.erase(dfs);
   2.804 +// 	    }
   2.805 +// 	  } 
   2.806 +
   2.807 +// 	}
   2.808 +
   2.809 +// 	if (__augment) {
   2.810 +// 	  // typename EAugGraph::Node n=t;
   2.811 +// 	  Num augment_value=free.get(n);
   2.812 +// 	  while (res_graph.valid(pred.get(n))) { 
   2.813 +// 	    EAugEdge e=pred.get(n);
   2.814 +// 	    res_graph.augment(e, augment_value);
   2.815 +// 	    n=res_graph.tail(e);
   2.816 +// 	    if (res_graph.free(e)==0)
   2.817 +// 	      res_graph.erase(e);
   2.818 +// 	  }
   2.819 +// 	}
   2.820 +      
   2.821 +//       }
   2.822 +            
   2.823 +//       return _augment;
   2.824 +//     }
   2.825 +//     void run() {
   2.826 +//       //int num_of_augmentations=0;
   2.827 +//       while (augmentOnShortestPath()) { 
   2.828 +// 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   2.829 +// 	//std::cout << ++num_of_augmentations << " ";
   2.830 +// 	//std::cout<<std::endl;
   2.831 +//       } 
   2.832 +//     }
   2.833 +// //     template<typename MutableGraph> void run() {
   2.834 +// //       //int num_of_augmentations=0;
   2.835 +// //       //while (augmentOnShortestPath()) { 
   2.836 +// // 	while (augmentOnBlockingFlow<MutableGraph>()) { 
   2.837 +// // 	//std::cout << ++num_of_augmentations << " ";
   2.838 +// // 	//std::cout<<std::endl;
   2.839 +// //       } 
   2.840 +// //     } 
   2.841 +//     Num flowValue() { 
   2.842 +//       Num a=0;
   2.843 +//       EdgeIt e;
   2.844 +//       for(G->/*getF*/first(e); G->valid(e); G->next(e)) {
   2.845 +// 	a+=flow->get(e);
   2.846 +//       }
   2.847 +//       return a;
   2.848 +//     }
   2.849 +//   };
   2.850 +
   2.851 +
   2.852 +
   2.853 +
   2.854 +
   2.855 +  
   2.856 +// //   template <typename Graph, typename Num, typename FlowMap, typename CapMap>
   2.857 +// //   class MaxFlow2 {
   2.858 +// //   public:
   2.859 +// //     typedef typename Graph::Node Node;
   2.860 +// //     typedef typename Graph::Edge Edge;
   2.861 +// //     typedef typename Graph::EdgeIt EdgeIt;
   2.862 +// //     typedef typename Graph::OutEdgeIt OutEdgeIt;
   2.863 +// //     typedef typename Graph::InEdgeIt InEdgeIt;
   2.864 +// //   private:
   2.865 +// //     const Graph& G;
   2.866 +// //     std::list<Node>& S;
   2.867 +// //     std::list<Node>& T;
   2.868 +// //     FlowMap& flow;
   2.869 +// //     const CapMap& capacity;
   2.870 +// //     typedef ResGraphWrapper<Graph, Num, FlowMap, CapMap > AugGraph;
   2.871 +// //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   2.872 +// //     typedef typename AugGraph::Edge AugEdge;
   2.873 +// //     typename Graph::NodeMap<bool> SMap;
   2.874 +// //     typename Graph::NodeMap<bool> TMap;
   2.875 +// //   public:
   2.876 +// //     MaxFlow2(const Graph& _G, std::list<Node>& _S, std::list<Node>& _T, FlowMap& _flow, const CapMap& _capacity) : G(_G), S(_S), T(_T), flow(_flow), capacity(_capacity), SMap(_G), TMap(_G) { 
   2.877 +// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   2.878 +// // 	  i!=S.end(); ++i) { 
   2.879 +// // 	SMap.set(*i, true); 
   2.880 +// //       }
   2.881 +// //       for (typename std::list<Node>::const_iterator i=T.begin(); 
   2.882 +// // 	   i!=T.end(); ++i) { 
   2.883 +// // 	TMap.set(*i, true); 
   2.884 +// //       }
   2.885 +// //     }
   2.886 +// //     bool augment() {
   2.887 +// //       AugGraph res_graph(G, flow, capacity);
   2.888 +// //       bool _augment=false;
   2.889 +// //       Node reached_t_node;
   2.890 +      
   2.891 +// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   2.892 +// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   2.893 +// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   2.894 +// // 	  i!=S.end(); ++i) {
   2.895 +// // 	bfs.pushAndSetReached(*i);
   2.896 +// //       }
   2.897 +// //       //bfs.pushAndSetReached(s);
   2.898 +	
   2.899 +// //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   2.900 +// //       //filled up with invalid iterators
   2.901 +      
   2.902 +// //       typename AugGraph::NodeMap<Num> free(res_graph);
   2.903 +	
   2.904 +// //       //searching for augmenting path
   2.905 +// //       while ( !bfs.finished() ) { 
   2.906 +// // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
   2.907 +// // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
   2.908 +// // 	  Node v=res_graph.tail(e);
   2.909 +// // 	  Node w=res_graph.head(e);
   2.910 +// // 	  pred.set(w, e);
   2.911 +// // 	  if (pred.get(v).valid()) {
   2.912 +// // 	    free.set(w, std::min(free.get(v), e.free()));
   2.913 +// // 	  } else {
   2.914 +// // 	    free.set(w, e.free()); 
   2.915 +// // 	  }
   2.916 +// // 	  if (TMap.get(res_graph.head(e))) { 
   2.917 +// // 	    _augment=true; 
   2.918 +// // 	    reached_t_node=res_graph.head(e);
   2.919 +// // 	    break; 
   2.920 +// // 	  }
   2.921 +// // 	}
   2.922 +	
   2.923 +// // 	++bfs;
   2.924 +// //       } //end of searching augmenting path
   2.925 +
   2.926 +// //       if (_augment) {
   2.927 +// // 	Node n=reached_t_node;
   2.928 +// // 	Num augment_value=free.get(reached_t_node);
   2.929 +// // 	while (pred.get(n).valid()) { 
   2.930 +// // 	  AugEdge e=pred.get(n);
   2.931 +// // 	  e.augment(augment_value); 
   2.932 +// // 	  n=res_graph.tail(e);
   2.933 +// // 	}
   2.934 +// //       }
   2.935 +
   2.936 +// //       return _augment;
   2.937 +// //     }
   2.938 +// //     void run() {
   2.939 +// //       while (augment()) { } 
   2.940 +// //     }
   2.941 +// //     Num flowValue() { 
   2.942 +// //       Num a=0;
   2.943 +// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
   2.944 +// // 	  i!=S.end(); ++i) { 
   2.945 +// // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
   2.946 +// // 	  a+=flow.get(e);
   2.947 +// // 	}
   2.948 +// // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
   2.949 +// // 	  a-=flow.get(e);
   2.950 +// // 	}
   2.951 +// //       }
   2.952 +// //       return a;
   2.953 +// //     }
   2.954 +// //   };
   2.955 +
   2.956 +
   2.957 +} // namespace hugo
   2.958 +
   2.959 +#endif //HUGO_EDMONDS_KARP_H