src/work/marci/experiment/edmonds_karp_1.h
changeset 1365 c280de819a73
parent 1364 ee5959aa4410
child 1366 d00b85f8be45
     1.1 --- a/src/work/marci/experiment/edmonds_karp_1.h	Sun Apr 17 18:57:22 2005 +0000
     1.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.3 @@ -1,1148 +0,0 @@
     1.4 -// -*- c++ -*-
     1.5 -#ifndef LEMON_EDMONDS_KARP_H
     1.6 -#define LEMON_EDMONDS_KARP_H
     1.7 -
     1.8 -#include <algorithm>
     1.9 -#include <list>
    1.10 -#include <iterator>
    1.11 -
    1.12 -#include <bfs_iterator_1.h>
    1.13 -#include <invalid.h>
    1.14 -#include <graph_wrapper_1.h>
    1.15 -
    1.16 -namespace lemon {
    1.17 -
    1.18 -  template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
    1.19 -  class ResGraph {
    1.20 -  public:
    1.21 -    typedef typename Graph::Node Node;
    1.22 -    typedef typename Graph::NodeIt NodeIt;
    1.23 -  private:
    1.24 -    typedef typename Graph::SymEdgeIt OldSymEdgeIt;
    1.25 -    const Graph& G;
    1.26 -    FlowMap& flow;
    1.27 -    const CapacityMap& capacity;
    1.28 -  public:
    1.29 -    ResGraph(const Graph& _G, FlowMap& _flow, 
    1.30 -	     const CapacityMap& _capacity) : 
    1.31 -      G(_G), flow(_flow), capacity(_capacity) { }
    1.32 -
    1.33 -    class Edge; 
    1.34 -    class OutEdgeIt; 
    1.35 -    friend class Edge; 
    1.36 -    friend class OutEdgeIt; 
    1.37 -
    1.38 -    class Edge {
    1.39 -      friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    1.40 -    protected:
    1.41 -      const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG;
    1.42 -      OldSymEdgeIt sym;
    1.43 -    public:
    1.44 -      Edge() { } 
    1.45 -      //Edge(const Edge& e) : resG(e.resG), sym(e.sym) { }
    1.46 -      Number free() const { 
    1.47 -	if (resG->G.aNode(sym)==resG->G.source(sym)) { 
    1.48 -	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    1.49 -	} else { 
    1.50 -	  return (resG->flow.get(sym)); 
    1.51 -	}
    1.52 -      }
    1.53 -      bool valid() const { return sym.valid(); }
    1.54 -      void augment(Number a) const {
    1.55 -	if (resG->G.aNode(sym)==resG->G.source(sym)) { 
    1.56 -	  resG->flow.set(sym, resG->flow.get(sym)+a);
    1.57 -	  //resG->flow[sym]+=a;
    1.58 -	} else { 
    1.59 -	  resG->flow.set(sym, resG->flow.get(sym)-a);
    1.60 -	  //resG->flow[sym]-=a;
    1.61 -	}
    1.62 -      }
    1.63 -    };
    1.64 -
    1.65 -    class OutEdgeIt : public Edge {
    1.66 -      friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    1.67 -    public:
    1.68 -      OutEdgeIt() { }
    1.69 -      //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; }
    1.70 -    private:
    1.71 -      OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
    1.72 -      	resG=&_resG;
    1.73 -	sym=resG->G.template first<OldSymEdgeIt>(v);
    1.74 -	while( sym.valid() && !(free()>0) ) { ++sym; }
    1.75 -      }
    1.76 -    public:
    1.77 -      OutEdgeIt& operator++() { 
    1.78 -	++sym; 
    1.79 -	while( sym.valid() && !(free()>0) ) { ++sym; }
    1.80 -	return *this; 
    1.81 -      }
    1.82 -    };
    1.83 -
    1.84 -    void /*getF*/first(OutEdgeIt& e, Node v) const { 
    1.85 -      e=OutEdgeIt(*this, v); 
    1.86 -    }
    1.87 -    void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
    1.88 -    
    1.89 -    template< typename It >
    1.90 -    It first() const { 
    1.91 -      It e;      
    1.92 -      /*getF*/first(e);
    1.93 -      return e; 
    1.94 -    }
    1.95 -
    1.96 -    template< typename It >
    1.97 -    It first(Node v) const { 
    1.98 -      It e;
    1.99 -      /*getF*/first(e, v);
   1.100 -      return e; 
   1.101 -    }
   1.102 -
   1.103 -    Node source(Edge e) const { return G.aNode(e.sym); }
   1.104 -    Node target(Edge e) const { return G.bNode(e.sym); }
   1.105 -
   1.106 -    Node aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   1.107 -    Node bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   1.108 -
   1.109 -    int id(Node v) const { return G.id(v); }
   1.110 -
   1.111 -    template <typename S>
   1.112 -    class NodeMap {
   1.113 -      typename Graph::NodeMap<S> node_map; 
   1.114 -    public:
   1.115 -      NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   1.116 -      NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   1.117 -      void set(Node nit, S a) { node_map.set(nit, a); }
   1.118 -      S get(Node nit) const { return node_map.get(nit); }
   1.119 -      S& operator[](Node nit) { return node_map[nit]; } 
   1.120 -      const S& operator[](Node nit) const { return node_map[nit]; } 
   1.121 -    };
   1.122 -
   1.123 -  };
   1.124 -
   1.125 -
   1.126 -  template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   1.127 -  class ResGraph2 {
   1.128 -  public:
   1.129 -    typedef typename Graph::Node Node;
   1.130 -    typedef typename Graph::NodeIt NodeIt;
   1.131 -  private:
   1.132 -    //typedef typename Graph::SymEdgeIt OldSymEdgeIt;
   1.133 -    typedef typename Graph::OutEdgeIt OldOutEdgeIt;
   1.134 -    typedef typename Graph::InEdgeIt OldInEdgeIt;
   1.135 -    
   1.136 -    const Graph& G;
   1.137 -    FlowMap& flow;
   1.138 -    const CapacityMap& capacity;
   1.139 -  public:
   1.140 -    ResGraph2(const Graph& _G, FlowMap& _flow, 
   1.141 -	     const CapacityMap& _capacity) : 
   1.142 -      G(_G), flow(_flow), capacity(_capacity) { }
   1.143 -
   1.144 -    class Edge; 
   1.145 -    class OutEdgeIt; 
   1.146 -    friend class Edge; 
   1.147 -    friend class OutEdgeIt; 
   1.148 -
   1.149 -    class Edge {
   1.150 -      friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   1.151 -    protected:
   1.152 -      const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG;
   1.153 -      //OldSymEdgeIt sym;
   1.154 -      OldOutEdgeIt out;
   1.155 -      OldInEdgeIt in;
   1.156 -      bool out_or_in; //true, iff out
   1.157 -    public:
   1.158 -      Edge() : out_or_in(true) { } 
   1.159 -      Number free() const { 
   1.160 -	if (out_or_in) { 
   1.161 -	  return (resG->capacity.get(out)-resG->flow.get(out)); 
   1.162 -	} else { 
   1.163 -	  return (resG->flow.get(in)); 
   1.164 -	}
   1.165 -      }
   1.166 -      bool valid() const { 
   1.167 -	return out_or_in && out.valid() || in.valid(); }
   1.168 -      void augment(Number a) const {
   1.169 -	if (out_or_in) { 
   1.170 -	  resG->flow.set(out, resG->flow.get(out)+a);
   1.171 -	} else { 
   1.172 -	  resG->flow.set(in, resG->flow.get(in)-a);
   1.173 -	}
   1.174 -      }
   1.175 -    };
   1.176 -
   1.177 -    class OutEdgeIt : public Edge {
   1.178 -      friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   1.179 -    public:
   1.180 -      OutEdgeIt() { }
   1.181 -    private:
   1.182 -      OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
   1.183 -      	resG=&_resG;
   1.184 -	out=resG->G.template first<OldOutEdgeIt>(v);
   1.185 -	while( out.valid() && !(free()>0) ) { ++out; }
   1.186 -	if (!out.valid()) {
   1.187 -	  out_or_in=0;
   1.188 -	  in=resG->G.template first<OldInEdgeIt>(v);
   1.189 -	  while( in.valid() && !(free()>0) ) { ++in; }
   1.190 -	}
   1.191 -      }
   1.192 -    public:
   1.193 -      OutEdgeIt& operator++() { 
   1.194 -	if (out_or_in) {
   1.195 -	  Node v=resG->G.aNode(out);
   1.196 -	  ++out;
   1.197 -	  while( out.valid() && !(free()>0) ) { ++out; }
   1.198 -	  if (!out.valid()) {
   1.199 -	    out_or_in=0;
   1.200 -	    in=resG->G.template first<OldInEdgeIt>(v);
   1.201 -	    while( in.valid() && !(free()>0) ) { ++in; }
   1.202 -	  }
   1.203 -	} else {
   1.204 -	  ++in;
   1.205 -	  while( in.valid() && !(free()>0) ) { ++in; } 
   1.206 -	}
   1.207 -	return *this; 
   1.208 -      }
   1.209 -    };
   1.210 -
   1.211 -    void /*getF*/first(OutEdgeIt& e, Node v) const { 
   1.212 -      e=OutEdgeIt(*this, v); 
   1.213 -    }
   1.214 -    void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
   1.215 -    
   1.216 -    template< typename It >
   1.217 -    It first() const { 
   1.218 -      It e;
   1.219 -      /*getF*/first(e);
   1.220 -      return e; 
   1.221 -    }
   1.222 -
   1.223 -    template< typename It >
   1.224 -    It first(Node v) const { 
   1.225 -      It e;
   1.226 -      /*getF*/first(e, v);
   1.227 -      return e; 
   1.228 -    }
   1.229 -
   1.230 -    Node source(Edge e) const { 
   1.231 -      return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   1.232 -    Node target(Edge e) const { 
   1.233 -      return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   1.234 -
   1.235 -    Node aNode(OutEdgeIt e) const { 
   1.236 -      return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   1.237 -    Node bNode(OutEdgeIt e) const { 
   1.238 -      return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   1.239 -
   1.240 -    int id(Node v) const { return G.id(v); }
   1.241 -
   1.242 -    template <typename S>
   1.243 -    class NodeMap {
   1.244 -      typename Graph::NodeMap<S> node_map; 
   1.245 -    public:
   1.246 -      NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   1.247 -      NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   1.248 -      void set(Node nit, S a) { node_map.set(nit, a); }
   1.249 -      S get(Node nit) const { return node_map.get(nit); }
   1.250 -    };
   1.251 -  };
   1.252 -
   1.253 -
   1.254 -  template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   1.255 -  class MaxFlow {
   1.256 -  protected:
   1.257 -    typedef typename Graph::Node Node;
   1.258 -    typedef typename Graph::Edge Edge;
   1.259 -    typedef typename Graph::EdgeIt EdgeIt;
   1.260 -    typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.261 -    typedef typename Graph::InEdgeIt InEdgeIt;
   1.262 -    const Graph* g;
   1.263 -    Node s;
   1.264 -    Node t;
   1.265 -    FlowMap* flow;
   1.266 -    const CapacityMap* capacity;
   1.267 -    typedef ResGraphWrapper<const Graph, Number, FlowMap, CapacityMap > ResGW;
   1.268 -    typedef typename ResGW::OutEdgeIt ResGWOutEdgeIt;
   1.269 -    typedef typename ResGW::Edge ResGWEdge;
   1.270 -  public:
   1.271 -
   1.272 -    MaxFlow(const Graph& _g, Node _s, Node _t, FlowMap& _flow, const CapacityMap& _capacity) : 
   1.273 -      g(&_g), s(_s), t(_t), flow(&_flow), capacity(&_capacity) { }
   1.274 -
   1.275 -    bool augmentOnShortestPath() {
   1.276 -      ResGW res_graph(*g, *flow, *capacity);
   1.277 -      bool _augment=false;
   1.278 -      
   1.279 -      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.280 -      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.281 -      bfs.pushAndSetReached(s);
   1.282 -	
   1.283 -      typename ResGW::NodeMap<ResGWEdge> pred(res_graph); 
   1.284 -      pred.set(s, INVALID);
   1.285 -      
   1.286 -      typename ResGW::NodeMap<Number> free(res_graph);
   1.287 -	
   1.288 -      //searching for augmenting path
   1.289 -      while ( !bfs.finished() ) { 
   1.290 -	ResGWOutEdgeIt e=bfs;
   1.291 -	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.292 -	  Node v=res_graph.source(e);
   1.293 -	  Node w=res_graph.target(e);
   1.294 -	  pred.set(w, e);
   1.295 -	  if (res_graph.valid(pred.get(v))) {
   1.296 -	    free.set(w, std::min(free.get(v), res_graph.resCap(e)));
   1.297 -	  } else {
   1.298 -	    free.set(w, res_graph.resCap(e)); 
   1.299 -	  }
   1.300 -	  if (res_graph.target(e)==t) { _augment=true; break; }
   1.301 -	}
   1.302 -	
   1.303 -	++bfs;
   1.304 -      } //end of searching augmenting path
   1.305 -
   1.306 -      if (_augment) {
   1.307 -	Node n=t;
   1.308 -	Number augment_value=free.get(t);
   1.309 -	while (res_graph.valid(pred.get(n))) { 
   1.310 -	  ResGWEdge e=pred.get(n);
   1.311 -	  res_graph.augment(e, augment_value); 
   1.312 -	  n=res_graph.source(e);
   1.313 -	}
   1.314 -      }
   1.315 -
   1.316 -      return _augment;
   1.317 -    }
   1.318 -
   1.319 -    template<typename MapGraphWrapper> 
   1.320 -    class DistanceMap {
   1.321 -    protected:
   1.322 -      const MapGraphWrapper* g;
   1.323 -      typename MapGraphWrapper::NodeMap<int> dist; 
   1.324 -    public:
   1.325 -      DistanceMap(MapGraphWrapper& _g) : g(&_g), dist(*g, g->nodeNum()) { }
   1.326 -      void set(const typename MapGraphWrapper::Node& n, int a) { dist[n]=a; }
   1.327 -      int get(const typename MapGraphWrapper::Node& n) const { return dist[n]; }
   1.328 -      bool get(const typename MapGraphWrapper::Edge& e) const { 
   1.329 -	return (dist.get(g->source(e))<dist.get(g->target(e))); 
   1.330 -      }
   1.331 -    };
   1.332 -
   1.333 -    template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   1.334 -      typedef MutableGraph MG;
   1.335 -      bool _augment=false;
   1.336 -
   1.337 -      ResGW res_graph(*g, *flow, *capacity);
   1.338 -
   1.339 -      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.340 -      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.341 -
   1.342 -      bfs.pushAndSetReached(s);
   1.343 -      //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   1.344 -      DistanceMap<ResGW> dist(res_graph);
   1.345 -      while ( !bfs.finished() ) { 
   1.346 -	ResGWOutEdgeIt e=bfs;
   1.347 -	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.348 -	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   1.349 -	}
   1.350 -	++bfs;
   1.351 -      } //computing distances from s in the residual graph
   1.352 -
   1.353 -      MG F;
   1.354 -      typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   1.355 -      FilterResGW filter_res_graph(res_graph, dist);
   1.356 -      typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   1.357 -      {
   1.358 -	typename ResGW::NodeIt n;
   1.359 -	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   1.360 -	  res_graph_to_F.set(n, F.addNode());
   1.361 -	}
   1.362 -      }
   1.363 -
   1.364 -      typename MG::Node sF=res_graph_to_F.get(s);
   1.365 -      typename MG::Node tF=res_graph_to_F.get(t);
   1.366 -      typename MG::EdgeMap<ResGWEdge> original_edge(F);
   1.367 -      typename MG::EdgeMap<Number> residual_capacity(F);
   1.368 -
   1.369 -      //Making F to the graph containing the edges of the residual graph 
   1.370 -      //which are in some shortest paths
   1.371 -      {
   1.372 -	typename FilterResGW::EdgeIt e;
   1.373 -	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   1.374 -	  //if (dist.get(res_graph.target(e))==dist.get(res_graph.source(e))+1) {
   1.375 -	  typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   1.376 -	  original_edge.update();
   1.377 -	  original_edge.set(f, e);
   1.378 -	  residual_capacity.update();
   1.379 -	  residual_capacity.set(f, res_graph.resCap(e));
   1.380 -	  //} 
   1.381 -	}
   1.382 -      }
   1.383 -
   1.384 -      bool __augment=true;
   1.385 -
   1.386 -      while (__augment) {
   1.387 -	__augment=false;
   1.388 -	//computing blocking flow with dfs
   1.389 -	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   1.390 -	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   1.391 -	typename MG::NodeMap<typename MG::Edge> pred(F);
   1.392 -	pred.set(sF, INVALID);
   1.393 -	//invalid iterators for sources
   1.394 -
   1.395 -	typename MG::NodeMap<Number> free(F);
   1.396 -
   1.397 -	dfs.pushAndSetReached(sF);      
   1.398 -	while (!dfs.finished()) {
   1.399 -	  ++dfs;
   1.400 -	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   1.401 -	    if (dfs.isBNodeNewlyReached()) {
   1.402 -	      typename MG::Node v=F.aNode(dfs);
   1.403 -	      typename MG::Node w=F.bNode(dfs);
   1.404 -	      pred.set(w, dfs);
   1.405 -	      if (F.valid(pred.get(v))) {
   1.406 -		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.407 -	      } else {
   1.408 -		free.set(w, residual_capacity.get(dfs)); 
   1.409 -	      }
   1.410 -	      if (w==tF) { 
   1.411 -		__augment=true; 
   1.412 -		_augment=true;
   1.413 -		break; 
   1.414 -	      }
   1.415 -	      
   1.416 -	    } else {
   1.417 -	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   1.418 -	    }
   1.419 -	  } 
   1.420 -	}
   1.421 -
   1.422 -	if (__augment) {
   1.423 -	  typename MG::Node n=tF;
   1.424 -	  Number augment_value=free.get(tF);
   1.425 -	  while (F.valid(pred.get(n))) { 
   1.426 -	    typename MG::Edge e=pred.get(n);
   1.427 -	    res_graph.augment(original_edge.get(e), augment_value); 
   1.428 -	    n=F.source(e);
   1.429 -	    if (residual_capacity.get(e)==augment_value) 
   1.430 -	      F.erase(e); 
   1.431 -	    else 
   1.432 -	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.433 -	  }
   1.434 -	}
   1.435 -	
   1.436 -      }
   1.437 -            
   1.438 -      return _augment;
   1.439 -    }
   1.440 -
   1.441 -    template<typename MutableGraph> bool augmentOnBlockingFlow1() {      
   1.442 -      typedef MutableGraph MG;
   1.443 -      bool _augment=false;
   1.444 -
   1.445 -      ResGW res_graph(*g, *flow, *capacity);
   1.446 -
   1.447 -      //bfs for distances on the residual graph
   1.448 -      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.449 -      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.450 -      bfs.pushAndSetReached(s);
   1.451 -      typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   1.452 -
   1.453 -      //F will contain the physical copy of the residual graph
   1.454 -      //with the set of edges which are on shortest paths
   1.455 -      MG F;
   1.456 -      typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   1.457 -      {
   1.458 -	typename ResGW::NodeIt n;
   1.459 -	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   1.460 -	  res_graph_to_F.set(n, F.addNode());
   1.461 -	}
   1.462 -      }
   1.463 -
   1.464 -      typename MG::Node sF=res_graph_to_F.get(s);
   1.465 -      typename MG::Node tF=res_graph_to_F.get(t);
   1.466 -      typename MG::EdgeMap<ResGWEdge> original_edge(F);
   1.467 -      typename MG::EdgeMap<Number> residual_capacity(F);
   1.468 -
   1.469 -      while ( !bfs.finished() ) { 
   1.470 -	ResGWOutEdgeIt e=bfs;
   1.471 -	if (res_graph.valid(e)) {
   1.472 -	  if (bfs.isBNodeNewlyReached()) {
   1.473 -	    dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   1.474 -	    typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   1.475 -	    original_edge.update();
   1.476 -	    original_edge.set(f, e);
   1.477 -	    residual_capacity.update();
   1.478 -	    residual_capacity.set(f, res_graph.resCap(e));
   1.479 -	  } else {
   1.480 -	    if (dist.get(res_graph.target(e))==(dist.get(res_graph.source(e))+1)) {
   1.481 -	      typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   1.482 -	      original_edge.update();
   1.483 -	      original_edge.set(f, e);
   1.484 -	      residual_capacity.update();
   1.485 -	      residual_capacity.set(f, res_graph.resCap(e));
   1.486 -	    }
   1.487 -	  }
   1.488 -	}
   1.489 -	++bfs;
   1.490 -      } //computing distances from s in the residual graph
   1.491 -
   1.492 -      bool __augment=true;
   1.493 -
   1.494 -      while (__augment) {
   1.495 -	__augment=false;
   1.496 -	//computing blocking flow with dfs
   1.497 -	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   1.498 -	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   1.499 -	typename MG::NodeMap<typename MG::Edge> pred(F);
   1.500 -	pred.set(sF, INVALID);
   1.501 -	//invalid iterators for sources
   1.502 -
   1.503 -	typename MG::NodeMap<Number> free(F);
   1.504 -
   1.505 -	dfs.pushAndSetReached(sF);      
   1.506 -	while (!dfs.finished()) {
   1.507 -	  ++dfs;
   1.508 -	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   1.509 -	    if (dfs.isBNodeNewlyReached()) {
   1.510 -	      typename MG::Node v=F.aNode(dfs);
   1.511 -	      typename MG::Node w=F.bNode(dfs);
   1.512 -	      pred.set(w, dfs);
   1.513 -	      if (F.valid(pred.get(v))) {
   1.514 -		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.515 -	      } else {
   1.516 -		free.set(w, residual_capacity.get(dfs)); 
   1.517 -	      }
   1.518 -	      if (w==tF) { 
   1.519 -		__augment=true; 
   1.520 -		_augment=true;
   1.521 -		break; 
   1.522 -	      }
   1.523 -	      
   1.524 -	    } else {
   1.525 -	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   1.526 -	    }
   1.527 -	  } 
   1.528 -	}
   1.529 -
   1.530 -	if (__augment) {
   1.531 -	  typename MG::Node n=tF;
   1.532 -	  Number augment_value=free.get(tF);
   1.533 -	  while (F.valid(pred.get(n))) { 
   1.534 -	    typename MG::Edge e=pred.get(n);
   1.535 -	    res_graph.augment(original_edge.get(e), augment_value); 
   1.536 -	    n=F.source(e);
   1.537 -	    if (residual_capacity.get(e)==augment_value) 
   1.538 -	      F.erase(e); 
   1.539 -	    else 
   1.540 -	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.541 -	  }
   1.542 -	}
   1.543 -	
   1.544 -      }
   1.545 -            
   1.546 -      return _augment;
   1.547 -    }
   1.548 -
   1.549 -    bool augmentOnBlockingFlow2() {
   1.550 -      bool _augment=false;
   1.551 -
   1.552 -      ResGW res_graph(*g, *flow, *capacity);
   1.553 -
   1.554 -      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.555 -      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.556 -
   1.557 -      bfs.pushAndSetReached(s);
   1.558 -      DistanceMap<ResGW> dist(res_graph);
   1.559 -      while ( !bfs.finished() ) { 
   1.560 - 	ResGWOutEdgeIt e=bfs;
   1.561 - 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.562 - 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   1.563 - 	}
   1.564 -	++bfs;
   1.565 -      } //computing distances from s in the residual graph
   1.566 -
   1.567 -      //Subgraph containing the edges on some shortest paths
   1.568 -      typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   1.569 -      FilterResGW filter_res_graph(res_graph, dist);
   1.570 -
   1.571 -      //Subgraph, which is able to delete edges which are already 
   1.572 -      //met by the dfs
   1.573 -      typename FilterResGW::NodeMap<typename FilterResGW::OutEdgeIt> 
   1.574 - 	first_out_edges(filter_res_graph);
   1.575 -      typename FilterResGW::NodeIt v;
   1.576 -      for(filter_res_graph.first(v); filter_res_graph.valid(v); 
   1.577 - 	  filter_res_graph.next(v)) 
   1.578 -      {
   1.579 - 	typename FilterResGW::OutEdgeIt e;
   1.580 - 	filter_res_graph.first(e, v);
   1.581 - 	first_out_edges.set(v, e);
   1.582 -      }
   1.583 -      typedef ErasingFirstGraphWrapper<FilterResGW, typename FilterResGW::
   1.584 -	NodeMap<typename FilterResGW::OutEdgeIt> > ErasingResGW;
   1.585 -      ErasingResGW erasing_res_graph(filter_res_graph, first_out_edges);
   1.586 -
   1.587 -      bool __augment=true;
   1.588 -
   1.589 -      while (__augment) {
   1.590 -
   1.591 - 	__augment=false;
   1.592 - 	//computing blocking flow with dfs
   1.593 -	typedef typename ErasingResGW::NodeMap<bool> BlockingReachedMap;
   1.594 - 	DfsIterator5< ErasingResGW, BlockingReachedMap > 
   1.595 - 	  dfs(erasing_res_graph);
   1.596 - 	typename ErasingResGW::NodeMap<typename ErasingResGW::OutEdgeIt> 
   1.597 - 	  pred(erasing_res_graph); 
   1.598 - 	pred.set(s, INVALID);
   1.599 - 	//invalid iterators for sources
   1.600 -
   1.601 - 	typename ErasingResGW::NodeMap<Number> free(erasing_res_graph);
   1.602 -
   1.603 - 	dfs.pushAndSetReached(s);
   1.604 - 	while (!dfs.finished()) {
   1.605 - 	  ++dfs;
   1.606 - 	  if (erasing_res_graph.valid(
   1.607 - 		/*typename ErasingResGW::OutEdgeIt*/(dfs))) 
   1.608 - 	  { 
   1.609 - 	    if (dfs.isBNodeNewlyReached()) {
   1.610 -	  
   1.611 - 	      typename ErasingResGW::Node v=erasing_res_graph.aNode(dfs);
   1.612 - 	      typename ErasingResGW::Node w=erasing_res_graph.bNode(dfs);
   1.613 -
   1.614 - 	      pred.set(w, /*typename ErasingResGW::OutEdgeIt*/(dfs));
   1.615 - 	      if (erasing_res_graph.valid(pred.get(v))) {
   1.616 - 		free.set(w, std::min(free.get(v), res_graph.resCap(dfs)));
   1.617 - 	      } else {
   1.618 - 		free.set(w, res_graph.resCap(dfs)); 
   1.619 - 	      }
   1.620 -	      
   1.621 - 	      if (w==t) { 
   1.622 - 		__augment=true; 
   1.623 - 		_augment=true;
   1.624 - 		break; 
   1.625 - 	      }
   1.626 -	    } else {
   1.627 -	      erasing_res_graph.erase(dfs);
   1.628 -	    }
   1.629 -	  }
   1.630 -	}	
   1.631 -
   1.632 - 	if (__augment) {
   1.633 - 	  typename ErasingResGW::Node n=t;
   1.634 - 	  Number augment_value=free.get(n);
   1.635 - 	  while (erasing_res_graph.valid(pred.get(n))) { 
   1.636 - 	    typename ErasingResGW::OutEdgeIt e=pred.get(n);
   1.637 - 	    res_graph.augment(e, augment_value);
   1.638 - 	    n=erasing_res_graph.source(e);
   1.639 - 	    if (res_graph.resCap(e)==0)
   1.640 - 	      erasing_res_graph.erase(e);
   1.641 - 	  }
   1.642 - 	}
   1.643 -      
   1.644 -      } //while (__augment) 
   1.645 -            
   1.646 -      return _augment;
   1.647 -    }
   1.648 -
   1.649 -    void run() {
   1.650 -      //int num_of_augmentations=0;
   1.651 -      while (augmentOnShortestPath()) { 
   1.652 -	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.653 -	//std::cout << ++num_of_augmentations << " ";
   1.654 -	//std::cout<<std::endl;
   1.655 -      } 
   1.656 -    }
   1.657 -
   1.658 -    template<typename MutableGraph> void run() {
   1.659 -      //int num_of_augmentations=0;
   1.660 -      //while (augmentOnShortestPath()) { 
   1.661 -	while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.662 -	//std::cout << ++num_of_augmentations << " ";
   1.663 -	//std::cout<<std::endl;
   1.664 -      } 
   1.665 -    }
   1.666 -
   1.667 -    Number flowValue() { 
   1.668 -      Number a=0;
   1.669 -      OutEdgeIt e;
   1.670 -      for(g->first(e, s); g->valid(e); g->next(e)) {
   1.671 -	a+=flow->get(e);
   1.672 -      }
   1.673 -      return a;
   1.674 -    }
   1.675 -
   1.676 -  };
   1.677 -
   1.678 -
   1.679 -//   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   1.680 -//   class MaxMatching {
   1.681 -//   public:
   1.682 -//     typedef typename Graph::Node Node;
   1.683 -//     typedef typename Graph::NodeIt NodeIt;
   1.684 -//     typedef typename Graph::Edge Edge;
   1.685 -//     typedef typename Graph::EdgeIt EdgeIt;
   1.686 -//     typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.687 -//     typedef typename Graph::InEdgeIt InEdgeIt;
   1.688 -
   1.689 -//     typedef typename Graph::NodeMap<bool> SMap;
   1.690 -//     typedef typename Graph::NodeMap<bool> TMap;
   1.691 -//   private:
   1.692 -//     const Graph* G;
   1.693 -//     SMap* S;
   1.694 -//     TMap* T;
   1.695 -//     //Node s;
   1.696 -//     //Node t;
   1.697 -//     FlowMap* flow;
   1.698 -//     const CapacityMap* capacity;
   1.699 -//     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   1.700 -//     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   1.701 -//     typedef typename AugGraph::Edge AugEdge;
   1.702 -//     typename Graph::NodeMap<int> used; //0
   1.703 -
   1.704 -//   public:
   1.705 -//     MaxMatching(const Graph& _G, SMap& _S, TMap& _T, FlowMap& _flow, const CapacityMap& _capacity) : 
   1.706 -//       G(&_G), S(&_S), T(&_T), flow(&_flow), capacity(&_capacity), used(_G) { }
   1.707 -//     bool augmentOnShortestPath() {
   1.708 -//       AugGraph res_graph(*G, *flow, *capacity);
   1.709 -//       bool _augment=false;
   1.710 -      
   1.711 -//       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.712 -//       BfsIterator5< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > bfs(res_graph);
   1.713 -//       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.714 -//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.715 -// 	if ((S->get(s)) && (used.get(s)<1) ) {
   1.716 -// 	  //Number u=0;
   1.717 -// 	  //for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.718 -// 	  //u+=flow->get(e);
   1.719 -// 	  //if (u<1) {
   1.720 -// 	    bfs.pushAndSetReached(s);
   1.721 -// 	    pred.set(s, AugEdge(INVALID));
   1.722 -// 	    //}
   1.723 -// 	}
   1.724 -//       }
   1.725 -      
   1.726 -//       typename AugGraph::NodeMap<Number> free(res_graph);
   1.727 -	
   1.728 -//       Node n;
   1.729 -//       //searching for augmenting path
   1.730 -//       while ( !bfs.finished() ) { 
   1.731 -// 	AugOutEdgeIt e=bfs;
   1.732 -// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.733 -// 	  Node v=res_graph.source(e);
   1.734 -// 	  Node w=res_graph.target(e);
   1.735 -// 	  pred.set(w, e);
   1.736 -// 	  if (res_graph.valid(pred.get(v))) {
   1.737 -// 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   1.738 -// 	  } else {
   1.739 -// 	    free.set(w, res_graph.free(e)); 
   1.740 -// 	  }
   1.741 -// 	  n=res_graph.target(e);
   1.742 -// 	  if (T->get(n) && (used.get(n)<1) ) { 
   1.743 -// 	    //Number u=0;
   1.744 -// 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   1.745 -// 	    //u+=flow->get(f);
   1.746 -// 	    //if (u<1) {
   1.747 -// 	      _augment=true; 
   1.748 -// 	      break; 
   1.749 -// 	      //}
   1.750 -// 	  }
   1.751 -// 	}
   1.752 -	
   1.753 -// 	++bfs;
   1.754 -//       } //end of searching augmenting path
   1.755 -
   1.756 -//       if (_augment) {
   1.757 -// 	//Node n=t;
   1.758 -// 	used.set(n, 1); //mind2 vegen jav
   1.759 -// 	Number augment_value=free.get(n);
   1.760 -// 	while (res_graph.valid(pred.get(n))) { 
   1.761 -// 	  AugEdge e=pred.get(n);
   1.762 -// 	  res_graph.augment(e, augment_value); 
   1.763 -// 	  n=res_graph.source(e);
   1.764 -// 	}
   1.765 -// 	used.set(n, 1); //mind2 vegen jav
   1.766 -//       }
   1.767 -
   1.768 -//       return _augment;
   1.769 -//     }
   1.770 -
   1.771 -// //     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   1.772 -// //       bool _augment=false;
   1.773 -
   1.774 -// //       AugGraph res_graph(*G, *flow, *capacity);
   1.775 -
   1.776 -// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.777 -// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   1.778 -
   1.779 -
   1.780 -
   1.781 -
   1.782 -
   1.783 -// //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.784 -// //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.785 -// // 	if (S->get(s)) {
   1.786 -// // 	  Number u=0;
   1.787 -// // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.788 -// // 	    u+=flow->get(e);
   1.789 -// // 	  if (u<1) {
   1.790 -// // 	    bfs.pushAndSetReached(s);
   1.791 -// // 	    //pred.set(s, AugEdge(INVALID));
   1.792 -// // 	  }
   1.793 -// // 	}
   1.794 -// //       }
   1.795 -
   1.796 -
   1.797 -
   1.798 -
   1.799 -// //       //bfs.pushAndSetReached(s);
   1.800 -// //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   1.801 -// //       while ( !bfs.finished() ) { 
   1.802 -// // 	AugOutEdgeIt e=bfs;
   1.803 -// // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.804 -// // 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   1.805 -// // 	}
   1.806 -	
   1.807 -// // 	++bfs;
   1.808 -// //       } //computing distances from s in the residual graph
   1.809 -
   1.810 -// //       MutableGraph F;
   1.811 -// //       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   1.812 -// // 	res_graph_to_F(res_graph);
   1.813 -// //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   1.814 -// // 	res_graph_to_F.set(n, F.addNode());
   1.815 -// //       }
   1.816 -      
   1.817 -// //       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   1.818 -// //       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   1.819 -
   1.820 -// //       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   1.821 -// //       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   1.822 -
   1.823 -// //       //Making F to the graph containing the edges of the residual graph 
   1.824 -// //       //which are in some shortest paths
   1.825 -// //       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   1.826 -// // 	if (dist.get(res_graph.target(e))==dist.get(res_graph.source(e))+1) {
   1.827 -// // 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.source(e)), res_graph_to_F.get(res_graph.target(e)));
   1.828 -// // 	  original_edge.update();
   1.829 -// // 	  original_edge.set(f, e);
   1.830 -// // 	  residual_capacity.update();
   1.831 -// // 	  residual_capacity.set(f, res_graph.free(e));
   1.832 -// // 	} 
   1.833 -// //       }
   1.834 -
   1.835 -// //       bool __augment=true;
   1.836 -
   1.837 -// //       while (__augment) {
   1.838 -// // 	__augment=false;
   1.839 -// // 	//computing blocking flow with dfs
   1.840 -// // 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   1.841 -// // 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   1.842 -// // 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   1.843 -// // 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   1.844 -// // 	//invalid iterators for sources
   1.845 -
   1.846 -// // 	typename MutableGraph::NodeMap<Number> free(F);
   1.847 -
   1.848 -// // 	dfs.pushAndSetReached(sF);      
   1.849 -// // 	while (!dfs.finished()) {
   1.850 -// // 	  ++dfs;
   1.851 -// // 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   1.852 -// // 	    if (dfs.isBNodeNewlyReached()) {
   1.853 -// // 	      typename MutableGraph::Node v=F.aNode(dfs);
   1.854 -// // 	      typename MutableGraph::Node w=F.bNode(dfs);
   1.855 -// // 	      pred.set(w, dfs);
   1.856 -// // 	      if (F.valid(pred.get(v))) {
   1.857 -// // 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.858 -// // 	      } else {
   1.859 -// // 		free.set(w, residual_capacity.get(dfs)); 
   1.860 -// // 	      }
   1.861 -// // 	      if (w==tF) { 
   1.862 -// // 		__augment=true; 
   1.863 -// // 		_augment=true;
   1.864 -// // 		break; 
   1.865 -// // 	      }
   1.866 -	      
   1.867 -// // 	    } else {
   1.868 -// // 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   1.869 -// // 	    }
   1.870 -// // 	  } 
   1.871 -// // 	}
   1.872 -
   1.873 -// // 	if (__augment) {
   1.874 -// // 	  typename MutableGraph::Node n=tF;
   1.875 -// // 	  Number augment_value=free.get(tF);
   1.876 -// // 	  while (F.valid(pred.get(n))) { 
   1.877 -// // 	    typename MutableGraph::Edge e=pred.get(n);
   1.878 -// // 	    res_graph.augment(original_edge.get(e), augment_value); 
   1.879 -// // 	    n=F.source(e);
   1.880 -// // 	    if (residual_capacity.get(e)==augment_value) 
   1.881 -// // 	      F.erase(e); 
   1.882 -// // 	    else 
   1.883 -// // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.884 -// // 	  }
   1.885 -// // 	}
   1.886 -	
   1.887 -// //       }
   1.888 -            
   1.889 -// //       return _augment;
   1.890 -// //     }
   1.891 -//     bool augmentOnBlockingFlow2() {
   1.892 -//       bool _augment=false;
   1.893 -
   1.894 -//       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
   1.895 -//       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
   1.896 -//       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   1.897 -//       typedef typename EAugGraph::Edge EAugEdge;
   1.898 -
   1.899 -//       EAugGraph res_graph(*G, *flow, *capacity);
   1.900 -
   1.901 -//       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   1.902 -//       BfsIterator5< 
   1.903 -// 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
   1.904 -// 	/*typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt,*/ 
   1.905 -// 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
   1.906 -
   1.907 -
   1.908 -//       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.909 -//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.910 -// 	if (S->get(s)) {
   1.911 -// 	  Number u=0;
   1.912 -// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.913 -// 	    u+=flow->get(e);
   1.914 -// 	  if (u<1) {
   1.915 -// 	    bfs.pushAndSetReached(s);
   1.916 -// 	    //pred.set(s, AugEdge(INVALID));
   1.917 -// 	  }
   1.918 -// 	}
   1.919 -//       }
   1.920 -
   1.921 -      
   1.922 -//       //bfs.pushAndSetReached(s);
   1.923 -
   1.924 -//       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
   1.925 -// 	NodeMap<int>& dist=res_graph.dist;
   1.926 -
   1.927 -//       while ( !bfs.finished() ) {
   1.928 -// 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   1.929 -// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.930 -// 	  dist.set(res_graph.target(e), dist.get(res_graph.source(e))+1);
   1.931 -// 	}
   1.932 -// 	++bfs;	
   1.933 -//       } //computing distances from s in the residual graph
   1.934 -
   1.935 -//       bool __augment=true;
   1.936 -
   1.937 -//       while (__augment) {
   1.938 -
   1.939 -// 	__augment=false;
   1.940 -// 	//computing blocking flow with dfs
   1.941 -// 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   1.942 -// 	DfsIterator5< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
   1.943 -// 	  dfs(res_graph);
   1.944 -// 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph, INVALID); 
   1.945 -// 	//pred.set(s, EAugEdge(INVALID));
   1.946 -// 	//invalid iterators for sources
   1.947 -
   1.948 -// 	typename EAugGraph::NodeMap<Number> free(res_graph);
   1.949 -
   1.950 -
   1.951 -// 	//typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.952 -//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.953 -// 	if (S->get(s)) {
   1.954 -// 	  Number u=0;
   1.955 -// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.956 -// 	    u+=flow->get(e);
   1.957 -// 	  if (u<1) {
   1.958 -// 	    dfs.pushAndSetReached(s);
   1.959 -// 	    //pred.set(s, AugEdge(INVALID));
   1.960 -// 	  }
   1.961 -// 	}
   1.962 -//       }
   1.963 -
   1.964 -
   1.965 -
   1.966 -//       //dfs.pushAndSetReached(s);
   1.967 -//       typename EAugGraph::Node n;
   1.968 -// 	while (!dfs.finished()) {
   1.969 -// 	  ++dfs;
   1.970 -// 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   1.971 -// 	    if (dfs.isBNodeNewlyReached()) {
   1.972 -	  
   1.973 -// 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   1.974 -// 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   1.975 -
   1.976 -// 	      pred.set(w, EAugOutEdgeIt(dfs));
   1.977 -// 	      if (res_graph.valid(pred.get(v))) {
   1.978 -// 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
   1.979 -// 	      } else {
   1.980 -// 		free.set(w, res_graph.free(dfs)); 
   1.981 -// 	      }
   1.982 -	     
   1.983 -// 	      n=w;
   1.984 -// 	      if (T->get(w)) {
   1.985 -// 		Number u=0;
   1.986 -// 		for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   1.987 -// 		  u+=flow->get(f);
   1.988 -// 		if (u<1) {
   1.989 -// 		  __augment=true; 
   1.990 -// 		  _augment=true;
   1.991 -// 		  break; 
   1.992 -// 		}
   1.993 -// 	      }
   1.994 -// 	    } else {
   1.995 -// 	      res_graph.erase(dfs);
   1.996 -// 	    }
   1.997 -// 	  } 
   1.998 -
   1.999 -// 	}
  1.1000 -
  1.1001 -// 	if (__augment) {
  1.1002 -// 	  // typename EAugGraph::Node n=t;
  1.1003 -// 	  Number augment_value=free.get(n);
  1.1004 -// 	  while (res_graph.valid(pred.get(n))) { 
  1.1005 -// 	    EAugEdge e=pred.get(n);
  1.1006 -// 	    res_graph.augment(e, augment_value);
  1.1007 -// 	    n=res_graph.source(e);
  1.1008 -// 	    if (res_graph.free(e)==0)
  1.1009 -// 	      res_graph.erase(e);
  1.1010 -// 	  }
  1.1011 -// 	}
  1.1012 -      
  1.1013 -//       }
  1.1014 -            
  1.1015 -//       return _augment;
  1.1016 -//     }
  1.1017 -//     void run() {
  1.1018 -//       //int num_of_augmentations=0;
  1.1019 -//       while (augmentOnShortestPath()) { 
  1.1020 -// 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
  1.1021 -// 	//std::cout << ++num_of_augmentations << " ";
  1.1022 -// 	//std::cout<<std::endl;
  1.1023 -//       } 
  1.1024 -//     }
  1.1025 -// //     template<typename MutableGraph> void run() {
  1.1026 -// //       //int num_of_augmentations=0;
  1.1027 -// //       //while (augmentOnShortestPath()) { 
  1.1028 -// // 	while (augmentOnBlockingFlow<MutableGraph>()) { 
  1.1029 -// // 	//std::cout << ++num_of_augmentations << " ";
  1.1030 -// // 	//std::cout<<std::endl;
  1.1031 -// //       } 
  1.1032 -// //     } 
  1.1033 -//     Number flowValue() { 
  1.1034 -//       Number a=0;
  1.1035 -//       EdgeIt e;
  1.1036 -//       for(G->/*getF*/first(e); G->valid(e); G->next(e)) {
  1.1037 -// 	a+=flow->get(e);
  1.1038 -//       }
  1.1039 -//       return a;
  1.1040 -//     }
  1.1041 -//   };
  1.1042 -
  1.1043 -
  1.1044 -
  1.1045 -
  1.1046 -
  1.1047 -  
  1.1048 -// //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
  1.1049 -// //   class MaxFlow2 {
  1.1050 -// //   public:
  1.1051 -// //     typedef typename Graph::Node Node;
  1.1052 -// //     typedef typename Graph::Edge Edge;
  1.1053 -// //     typedef typename Graph::EdgeIt EdgeIt;
  1.1054 -// //     typedef typename Graph::OutEdgeIt OutEdgeIt;
  1.1055 -// //     typedef typename Graph::InEdgeIt InEdgeIt;
  1.1056 -// //   private:
  1.1057 -// //     const Graph& G;
  1.1058 -// //     std::list<Node>& S;
  1.1059 -// //     std::list<Node>& T;
  1.1060 -// //     FlowMap& flow;
  1.1061 -// //     const CapacityMap& capacity;
  1.1062 -// //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
  1.1063 -// //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
  1.1064 -// //     typedef typename AugGraph::Edge AugEdge;
  1.1065 -// //     typename Graph::NodeMap<bool> SMap;
  1.1066 -// //     typename Graph::NodeMap<bool> TMap;
  1.1067 -// //   public:
  1.1068 -// //     MaxFlow2(const Graph& _G, std::list<Node>& _S, std::list<Node>& _T, FlowMap& _flow, const CapacityMap& _capacity) : G(_G), S(_S), T(_T), flow(_flow), capacity(_capacity), SMap(_G), TMap(_G) { 
  1.1069 -// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1.1070 -// // 	  i!=S.end(); ++i) { 
  1.1071 -// // 	SMap.set(*i, true); 
  1.1072 -// //       }
  1.1073 -// //       for (typename std::list<Node>::const_iterator i=T.begin(); 
  1.1074 -// // 	   i!=T.end(); ++i) { 
  1.1075 -// // 	TMap.set(*i, true); 
  1.1076 -// //       }
  1.1077 -// //     }
  1.1078 -// //     bool augment() {
  1.1079 -// //       AugGraph res_graph(G, flow, capacity);
  1.1080 -// //       bool _augment=false;
  1.1081 -// //       Node reached_t_node;
  1.1082 -      
  1.1083 -// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
  1.1084 -// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
  1.1085 -// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1.1086 -// // 	  i!=S.end(); ++i) {
  1.1087 -// // 	bfs.pushAndSetReached(*i);
  1.1088 -// //       }
  1.1089 -// //       //bfs.pushAndSetReached(s);
  1.1090 -	
  1.1091 -// //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
  1.1092 -// //       //filled up with invalid iterators
  1.1093 -      
  1.1094 -// //       typename AugGraph::NodeMap<Number> free(res_graph);
  1.1095 -	
  1.1096 -// //       //searching for augmenting path
  1.1097 -// //       while ( !bfs.finished() ) { 
  1.1098 -// // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
  1.1099 -// // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
  1.1100 -// // 	  Node v=res_graph.source(e);
  1.1101 -// // 	  Node w=res_graph.target(e);
  1.1102 -// // 	  pred.set(w, e);
  1.1103 -// // 	  if (pred.get(v).valid()) {
  1.1104 -// // 	    free.set(w, std::min(free.get(v), e.free()));
  1.1105 -// // 	  } else {
  1.1106 -// // 	    free.set(w, e.free()); 
  1.1107 -// // 	  }
  1.1108 -// // 	  if (TMap.get(res_graph.target(e))) { 
  1.1109 -// // 	    _augment=true; 
  1.1110 -// // 	    reached_t_node=res_graph.target(e);
  1.1111 -// // 	    break; 
  1.1112 -// // 	  }
  1.1113 -// // 	}
  1.1114 -	
  1.1115 -// // 	++bfs;
  1.1116 -// //       } //end of searching augmenting path
  1.1117 -
  1.1118 -// //       if (_augment) {
  1.1119 -// // 	Node n=reached_t_node;
  1.1120 -// // 	Number augment_value=free.get(reached_t_node);
  1.1121 -// // 	while (pred.get(n).valid()) { 
  1.1122 -// // 	  AugEdge e=pred.get(n);
  1.1123 -// // 	  e.augment(augment_value); 
  1.1124 -// // 	  n=res_graph.source(e);
  1.1125 -// // 	}
  1.1126 -// //       }
  1.1127 -
  1.1128 -// //       return _augment;
  1.1129 -// //     }
  1.1130 -// //     void run() {
  1.1131 -// //       while (augment()) { } 
  1.1132 -// //     }
  1.1133 -// //     Number flowValue() { 
  1.1134 -// //       Number a=0;
  1.1135 -// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1.1136 -// // 	  i!=S.end(); ++i) { 
  1.1137 -// // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
  1.1138 -// // 	  a+=flow.get(e);
  1.1139 -// // 	}
  1.1140 -// // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
  1.1141 -// // 	  a-=flow.get(e);
  1.1142 -// // 	}
  1.1143 -// //       }
  1.1144 -// //       return a;
  1.1145 -// //     }
  1.1146 -// //   };
  1.1147 -
  1.1148 -
  1.1149 -} // namespace lemon
  1.1150 -
  1.1151 -#endif //LEMON_EDMONDS_KARP_H