src/work/marci/edmonds_karp.h
changeset 301 7eb324ed5da3
child 303 1b377a730d02
     1.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.2 +++ b/src/work/marci/edmonds_karp.h	Mon Apr 05 15:02:39 2004 +0000
     1.3 @@ -0,0 +1,1238 @@
     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 +
    1.15 +namespace hugo {
    1.16 +
    1.17 +  template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
    1.18 +  class ResGraph {
    1.19 +  public:
    1.20 +    typedef typename Graph::Node Node;
    1.21 +    typedef typename Graph::NodeIt NodeIt;
    1.22 +  private:
    1.23 +    typedef typename Graph::SymEdgeIt OldSymEdgeIt;
    1.24 +    const Graph& G;
    1.25 +    FlowMap& flow;
    1.26 +    const CapacityMap& capacity;
    1.27 +  public:
    1.28 +    ResGraph(const Graph& _G, FlowMap& _flow, 
    1.29 +	     const CapacityMap& _capacity) : 
    1.30 +      G(_G), flow(_flow), capacity(_capacity) { }
    1.31 +
    1.32 +    class Edge; 
    1.33 +    class OutEdgeIt; 
    1.34 +    friend class Edge; 
    1.35 +    friend class OutEdgeIt; 
    1.36 +
    1.37 +    class Edge {
    1.38 +      friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    1.39 +    protected:
    1.40 +      const ResGraph<Graph, Number, FlowMap, CapacityMap>* resG;
    1.41 +      OldSymEdgeIt sym;
    1.42 +    public:
    1.43 +      Edge() { } 
    1.44 +      //Edge(const Edge& e) : resG(e.resG), sym(e.sym) { }
    1.45 +      Number free() const { 
    1.46 +	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    1.47 +	  return (resG->capacity.get(sym)-resG->flow.get(sym)); 
    1.48 +	} else { 
    1.49 +	  return (resG->flow.get(sym)); 
    1.50 +	}
    1.51 +      }
    1.52 +      bool valid() const { return sym.valid(); }
    1.53 +      void augment(Number a) const {
    1.54 +	if (resG->G.aNode(sym)==resG->G.tail(sym)) { 
    1.55 +	  resG->flow.set(sym, resG->flow.get(sym)+a);
    1.56 +	  //resG->flow[sym]+=a;
    1.57 +	} else { 
    1.58 +	  resG->flow.set(sym, resG->flow.get(sym)-a);
    1.59 +	  //resG->flow[sym]-=a;
    1.60 +	}
    1.61 +      }
    1.62 +    };
    1.63 +
    1.64 +    class OutEdgeIt : public Edge {
    1.65 +      friend class ResGraph<Graph, Number, FlowMap, CapacityMap>;
    1.66 +    public:
    1.67 +      OutEdgeIt() { }
    1.68 +      //OutEdgeIt(const OutEdgeIt& e) { resG=e.resG; sym=e.sym; }
    1.69 +    private:
    1.70 +      OutEdgeIt(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
    1.71 +      	resG=&_resG;
    1.72 +	sym=resG->G.template first<OldSymEdgeIt>(v);
    1.73 +	while( sym.valid() && !(free()>0) ) { ++sym; }
    1.74 +      }
    1.75 +    public:
    1.76 +      OutEdgeIt& operator++() { 
    1.77 +	++sym; 
    1.78 +	while( sym.valid() && !(free()>0) ) { ++sym; }
    1.79 +	return *this; 
    1.80 +      }
    1.81 +    };
    1.82 +
    1.83 +    void /*getF*/first(OutEdgeIt& e, Node v) const { 
    1.84 +      e=OutEdgeIt(*this, v); 
    1.85 +    }
    1.86 +    void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
    1.87 +    
    1.88 +    template< typename It >
    1.89 +    It first() const { 
    1.90 +      It e;      
    1.91 +      /*getF*/first(e);
    1.92 +      return e; 
    1.93 +    }
    1.94 +
    1.95 +    template< typename It >
    1.96 +    It first(Node v) const { 
    1.97 +      It e;
    1.98 +      /*getF*/first(e, v);
    1.99 +      return e; 
   1.100 +    }
   1.101 +
   1.102 +    Node tail(Edge e) const { return G.aNode(e.sym); }
   1.103 +    Node head(Edge e) const { return G.bNode(e.sym); }
   1.104 +
   1.105 +    Node aNode(OutEdgeIt e) const { return G.aNode(e.sym); }
   1.106 +    Node bNode(OutEdgeIt e) const { return G.bNode(e.sym); }
   1.107 +
   1.108 +    int id(Node v) const { return G.id(v); }
   1.109 +
   1.110 +    template <typename S>
   1.111 +    class NodeMap {
   1.112 +      typename Graph::NodeMap<S> node_map; 
   1.113 +    public:
   1.114 +      NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   1.115 +      NodeMap(const ResGraph<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   1.116 +      void set(Node nit, S a) { node_map.set(nit, a); }
   1.117 +      S get(Node nit) const { return node_map.get(nit); }
   1.118 +      S& operator[](Node nit) { return node_map[nit]; } 
   1.119 +      const S& operator[](Node nit) const { return node_map[nit]; } 
   1.120 +    };
   1.121 +
   1.122 +  };
   1.123 +
   1.124 +
   1.125 +  template<typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   1.126 +  class ResGraph2 {
   1.127 +  public:
   1.128 +    typedef typename Graph::Node Node;
   1.129 +    typedef typename Graph::NodeIt NodeIt;
   1.130 +  private:
   1.131 +    //typedef typename Graph::SymEdgeIt OldSymEdgeIt;
   1.132 +    typedef typename Graph::OutEdgeIt OldOutEdgeIt;
   1.133 +    typedef typename Graph::InEdgeIt OldInEdgeIt;
   1.134 +    
   1.135 +    const Graph& G;
   1.136 +    FlowMap& flow;
   1.137 +    const CapacityMap& capacity;
   1.138 +  public:
   1.139 +    ResGraph2(const Graph& _G, FlowMap& _flow, 
   1.140 +	     const CapacityMap& _capacity) : 
   1.141 +      G(_G), flow(_flow), capacity(_capacity) { }
   1.142 +
   1.143 +    class Edge; 
   1.144 +    class OutEdgeIt; 
   1.145 +    friend class Edge; 
   1.146 +    friend class OutEdgeIt; 
   1.147 +
   1.148 +    class Edge {
   1.149 +      friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   1.150 +    protected:
   1.151 +      const ResGraph2<Graph, Number, FlowMap, CapacityMap>* resG;
   1.152 +      //OldSymEdgeIt sym;
   1.153 +      OldOutEdgeIt out;
   1.154 +      OldInEdgeIt in;
   1.155 +      bool out_or_in; //true, iff out
   1.156 +    public:
   1.157 +      Edge() : out_or_in(true) { } 
   1.158 +      Number free() const { 
   1.159 +	if (out_or_in) { 
   1.160 +	  return (resG->capacity.get(out)-resG->flow.get(out)); 
   1.161 +	} else { 
   1.162 +	  return (resG->flow.get(in)); 
   1.163 +	}
   1.164 +      }
   1.165 +      bool valid() const { 
   1.166 +	return out_or_in && out.valid() || in.valid(); }
   1.167 +      void augment(Number a) const {
   1.168 +	if (out_or_in) { 
   1.169 +	  resG->flow.set(out, resG->flow.get(out)+a);
   1.170 +	} else { 
   1.171 +	  resG->flow.set(in, resG->flow.get(in)-a);
   1.172 +	}
   1.173 +      }
   1.174 +    };
   1.175 +
   1.176 +    class OutEdgeIt : public Edge {
   1.177 +      friend class ResGraph2<Graph, Number, FlowMap, CapacityMap>;
   1.178 +    public:
   1.179 +      OutEdgeIt() { }
   1.180 +    private:
   1.181 +      OutEdgeIt(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _resG, Node v) { 
   1.182 +      	resG=&_resG;
   1.183 +	out=resG->G.template first<OldOutEdgeIt>(v);
   1.184 +	while( out.valid() && !(free()>0) ) { ++out; }
   1.185 +	if (!out.valid()) {
   1.186 +	  out_or_in=0;
   1.187 +	  in=resG->G.template first<OldInEdgeIt>(v);
   1.188 +	  while( in.valid() && !(free()>0) ) { ++in; }
   1.189 +	}
   1.190 +      }
   1.191 +    public:
   1.192 +      OutEdgeIt& operator++() { 
   1.193 +	if (out_or_in) {
   1.194 +	  Node v=resG->G.aNode(out);
   1.195 +	  ++out;
   1.196 +	  while( out.valid() && !(free()>0) ) { ++out; }
   1.197 +	  if (!out.valid()) {
   1.198 +	    out_or_in=0;
   1.199 +	    in=resG->G.template first<OldInEdgeIt>(v);
   1.200 +	    while( in.valid() && !(free()>0) ) { ++in; }
   1.201 +	  }
   1.202 +	} else {
   1.203 +	  ++in;
   1.204 +	  while( in.valid() && !(free()>0) ) { ++in; } 
   1.205 +	}
   1.206 +	return *this; 
   1.207 +      }
   1.208 +    };
   1.209 +
   1.210 +    void /*getF*/first(OutEdgeIt& e, Node v) const { 
   1.211 +      e=OutEdgeIt(*this, v); 
   1.212 +    }
   1.213 +    void /*getF*/first(NodeIt& v) const { G./*getF*/first(v); }
   1.214 +    
   1.215 +    template< typename It >
   1.216 +    It first() const { 
   1.217 +      It e;
   1.218 +      /*getF*/first(e);
   1.219 +      return e; 
   1.220 +    }
   1.221 +
   1.222 +    template< typename It >
   1.223 +    It first(Node v) const { 
   1.224 +      It e;
   1.225 +      /*getF*/first(e, v);
   1.226 +      return e; 
   1.227 +    }
   1.228 +
   1.229 +    Node tail(Edge e) const { 
   1.230 +      return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   1.231 +    Node head(Edge e) const { 
   1.232 +      return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   1.233 +
   1.234 +    Node aNode(OutEdgeIt e) const { 
   1.235 +      return ((e.out_or_in) ? G.aNode(e.out) : G.aNode(e.in)); }
   1.236 +    Node bNode(OutEdgeIt e) const { 
   1.237 +      return ((e.out_or_in) ? G.bNode(e.out) : G.bNode(e.in)); }
   1.238 +
   1.239 +    int id(Node v) const { return G.id(v); }
   1.240 +
   1.241 +    template <typename S>
   1.242 +    class NodeMap {
   1.243 +      typename Graph::NodeMap<S> node_map; 
   1.244 +    public:
   1.245 +      NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G) : node_map(_G.G) { }
   1.246 +      NodeMap(const ResGraph2<Graph, Number, FlowMap, CapacityMap>& _G, S a) : node_map(_G.G, a) { }
   1.247 +      void set(Node nit, S a) { node_map.set(nit, a); }
   1.248 +      S get(Node nit) const { return node_map.get(nit); }
   1.249 +    };
   1.250 +  };
   1.251 +
   1.252 +
   1.253 +  template <typename GraphWrapper, typename Number, typename FlowMap, typename CapacityMap>
   1.254 +  class MaxFlow {
   1.255 +  protected:
   1.256 +    typedef GraphWrapper GW;
   1.257 +    typedef typename GW::Node Node;
   1.258 +    typedef typename GW::Edge Edge;
   1.259 +    typedef typename GW::EdgeIt EdgeIt;
   1.260 +    typedef typename GW::OutEdgeIt OutEdgeIt;
   1.261 +    typedef typename GW::InEdgeIt InEdgeIt;
   1.262 +    //const Graph* G;
   1.263 +    GW gw;
   1.264 +    Node s;
   1.265 +    Node t;
   1.266 +    FlowMap* flow;
   1.267 +    const CapacityMap* capacity;
   1.268 +    typedef ResGraphWrapper<GW, Number, FlowMap, CapacityMap > ResGW;
   1.269 +    typedef typename ResGW::OutEdgeIt ResGWOutEdgeIt;
   1.270 +    typedef typename ResGW::Edge ResGWEdge;
   1.271 +  public:
   1.272 +
   1.273 +    MaxFlow(const GW& _gw, Node _s, Node _t, FlowMap& _flow, const CapacityMap& _capacity) : 
   1.274 +      gw(_gw), s(_s), t(_t), flow(&_flow), capacity(&_capacity) { }
   1.275 +
   1.276 +    bool augmentOnShortestPath() {
   1.277 +      ResGW res_graph(gw, *flow, *capacity);
   1.278 +      bool _augment=false;
   1.279 +      
   1.280 +      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.281 +      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.282 +      bfs.pushAndSetReached(s);
   1.283 +	
   1.284 +      typename ResGW::NodeMap<ResGWEdge> pred(res_graph); 
   1.285 +      pred.set(s, INVALID);
   1.286 +      
   1.287 +      typename ResGW::NodeMap<Number> free(res_graph);
   1.288 +	
   1.289 +      //searching for augmenting path
   1.290 +      while ( !bfs.finished() ) { 
   1.291 +	ResGWOutEdgeIt e=bfs;
   1.292 +	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.293 +	  Node v=res_graph.tail(e);
   1.294 +	  Node w=res_graph.head(e);
   1.295 +	  pred.set(w, e);
   1.296 +	  if (res_graph.valid(pred.get(v))) {
   1.297 +	    free.set(w, std::min(free.get(v), res_graph.resCap(e)));
   1.298 +	  } else {
   1.299 +	    free.set(w, res_graph.resCap(e)); 
   1.300 +	  }
   1.301 +	  if (res_graph.head(e)==t) { _augment=true; break; }
   1.302 +	}
   1.303 +	
   1.304 +	++bfs;
   1.305 +      } //end of searching augmenting path
   1.306 +
   1.307 +      if (_augment) {
   1.308 +	Node n=t;
   1.309 +	Number augment_value=free.get(t);
   1.310 +	while (res_graph.valid(pred.get(n))) { 
   1.311 +	  ResGWEdge e=pred.get(n);
   1.312 +	  res_graph.augment(e, augment_value); 
   1.313 +	  n=res_graph.tail(e);
   1.314 +	}
   1.315 +      }
   1.316 +
   1.317 +      return _augment;
   1.318 +    }
   1.319 +
   1.320 +    template<typename MapGraphWrapper> 
   1.321 +    class DistanceMap {
   1.322 +    protected:
   1.323 +      MapGraphWrapper gw;
   1.324 +      typename MapGraphWrapper::NodeMap<int> dist; 
   1.325 +    public:
   1.326 +      DistanceMap(MapGraphWrapper& _gw) : gw(_gw), dist(_gw, _gw.nodeNum()) { }
   1.327 +      void set(const typename MapGraphWrapper::Node& n, int a) { dist[n]=a; }
   1.328 +      int get(const typename MapGraphWrapper::Node& n) const { return dist[n]; }
   1.329 +      bool get(const typename MapGraphWrapper::Edge& e) const { 
   1.330 +	return (dist.get(gw.tail(e))<dist.get(gw.head(e))); 
   1.331 +      }
   1.332 +    };
   1.333 +
   1.334 +    template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   1.335 +      typedef MutableGraph MG;
   1.336 +      bool _augment=false;
   1.337 +
   1.338 +      ResGW res_graph(gw, *flow, *capacity);
   1.339 +
   1.340 +      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.341 +      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.342 +
   1.343 +      bfs.pushAndSetReached(s);
   1.344 +      //typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0'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.get(res_graph.tail(e))+1);
   1.350 +	}
   1.351 +	++bfs;
   1.352 +      } //computing distances from s in the residual graph
   1.353 +
   1.354 +      MG F;
   1.355 +      typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   1.356 +      FilterResGW filter_res_graph(res_graph, dist);
   1.357 +      typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   1.358 +      {
   1.359 +	typename ResGW::NodeIt n;
   1.360 +	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   1.361 +	  res_graph_to_F.set(n, F.addNode());
   1.362 +	}
   1.363 +      }
   1.364 +
   1.365 +      typename MG::Node sF=res_graph_to_F.get(s);
   1.366 +      typename MG::Node tF=res_graph_to_F.get(t);
   1.367 +      typename MG::EdgeMap<ResGWEdge> original_edge(F);
   1.368 +      typename MG::EdgeMap<Number> residual_capacity(F);
   1.369 +
   1.370 +      //Making F to the graph containing the edges of the residual graph 
   1.371 +      //which are in some shortest paths
   1.372 +      {
   1.373 +	typename FilterResGW::EdgeIt e;
   1.374 +	for(filter_res_graph.first(e); filter_res_graph.valid(e); filter_res_graph.next(e)) {
   1.375 +	  //if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   1.376 +	  typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   1.377 +	  original_edge.update();
   1.378 +	  original_edge.set(f, e);
   1.379 +	  residual_capacity.update();
   1.380 +	  residual_capacity.set(f, res_graph.resCap(e));
   1.381 +	  //} 
   1.382 +	}
   1.383 +      }
   1.384 +
   1.385 +      bool __augment=true;
   1.386 +
   1.387 +      while (__augment) {
   1.388 +	__augment=false;
   1.389 +	//computing blocking flow with dfs
   1.390 +	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   1.391 +	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   1.392 +	typename MG::NodeMap<typename MG::Edge> pred(F);
   1.393 +	pred.set(sF, INVALID);
   1.394 +	//invalid iterators for sources
   1.395 +
   1.396 +	typename MG::NodeMap<Number> free(F);
   1.397 +
   1.398 +	dfs.pushAndSetReached(sF);      
   1.399 +	while (!dfs.finished()) {
   1.400 +	  ++dfs;
   1.401 +	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   1.402 +	    if (dfs.isBNodeNewlyReached()) {
   1.403 +	      typename MG::Node v=F.aNode(dfs);
   1.404 +	      typename MG::Node w=F.bNode(dfs);
   1.405 +	      pred.set(w, dfs);
   1.406 +	      if (F.valid(pred.get(v))) {
   1.407 +		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.408 +	      } else {
   1.409 +		free.set(w, residual_capacity.get(dfs)); 
   1.410 +	      }
   1.411 +	      if (w==tF) { 
   1.412 +		__augment=true; 
   1.413 +		_augment=true;
   1.414 +		break; 
   1.415 +	      }
   1.416 +	      
   1.417 +	    } else {
   1.418 +	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   1.419 +	    }
   1.420 +	  } 
   1.421 +	}
   1.422 +
   1.423 +	if (__augment) {
   1.424 +	  typename MG::Node n=tF;
   1.425 +	  Number augment_value=free.get(tF);
   1.426 +	  while (F.valid(pred.get(n))) { 
   1.427 +	    typename MG::Edge e=pred.get(n);
   1.428 +	    res_graph.augment(original_edge.get(e), augment_value); 
   1.429 +	    n=F.tail(e);
   1.430 +	    if (residual_capacity.get(e)==augment_value) 
   1.431 +	      F.erase(e); 
   1.432 +	    else 
   1.433 +	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.434 +	  }
   1.435 +	}
   1.436 +	
   1.437 +      }
   1.438 +            
   1.439 +      return _augment;
   1.440 +    }
   1.441 +
   1.442 +    template<typename MutableGraph> bool augmentOnBlockingFlow1() {      
   1.443 +      typedef MutableGraph MG;
   1.444 +      bool _augment=false;
   1.445 +
   1.446 +      ResGW res_graph(gw, *flow, *capacity);
   1.447 +
   1.448 +      //bfs for distances on the residual graph
   1.449 +      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.450 +      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.451 +      bfs.pushAndSetReached(s);
   1.452 +      typename ResGW::NodeMap<int> dist(res_graph); //filled up with 0's
   1.453 +
   1.454 +      //F will contain the physical copy of the residual graph
   1.455 +      //with the set of edges which are on shortest paths
   1.456 +      MG F;
   1.457 +      typename ResGW::NodeMap<typename MG::Node> res_graph_to_F(res_graph);
   1.458 +      {
   1.459 +	typename ResGW::NodeIt n;
   1.460 +	for(res_graph.first(n); res_graph.valid(n); res_graph.next(n)) {
   1.461 +	  res_graph_to_F.set(n, F.addNode());
   1.462 +	}
   1.463 +      }
   1.464 +
   1.465 +      typename MG::Node sF=res_graph_to_F.get(s);
   1.466 +      typename MG::Node tF=res_graph_to_F.get(t);
   1.467 +      typename MG::EdgeMap<ResGWEdge> original_edge(F);
   1.468 +      typename MG::EdgeMap<Number> residual_capacity(F);
   1.469 +
   1.470 +      while ( !bfs.finished() ) { 
   1.471 +	ResGWOutEdgeIt e=bfs;
   1.472 +	if (res_graph.valid(e)) {
   1.473 +	  if (bfs.isBNodeNewlyReached()) {
   1.474 +	    dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   1.475 +	    typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   1.476 +	    original_edge.update();
   1.477 +	    original_edge.set(f, e);
   1.478 +	    residual_capacity.update();
   1.479 +	    residual_capacity.set(f, res_graph.resCap(e));
   1.480 +	  } else {
   1.481 +	    if (dist.get(res_graph.head(e))==(dist.get(res_graph.tail(e))+1)) {
   1.482 +	      typename MG::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   1.483 +	      original_edge.update();
   1.484 +	      original_edge.set(f, e);
   1.485 +	      residual_capacity.update();
   1.486 +	      residual_capacity.set(f, res_graph.resCap(e));
   1.487 +	    }
   1.488 +	  }
   1.489 +	}
   1.490 +	++bfs;
   1.491 +      } //computing distances from s in the residual graph
   1.492 +
   1.493 +      bool __augment=true;
   1.494 +
   1.495 +      while (__augment) {
   1.496 +	__augment=false;
   1.497 +	//computing blocking flow with dfs
   1.498 +	typedef typename TrivGraphWrapper<MG>::NodeMap<bool> BlockingReachedMap;
   1.499 +	DfsIterator5< TrivGraphWrapper<MG>, BlockingReachedMap > dfs(F);
   1.500 +	typename MG::NodeMap<typename MG::Edge> pred(F);
   1.501 +	pred.set(sF, INVALID);
   1.502 +	//invalid iterators for sources
   1.503 +
   1.504 +	typename MG::NodeMap<Number> free(F);
   1.505 +
   1.506 +	dfs.pushAndSetReached(sF);      
   1.507 +	while (!dfs.finished()) {
   1.508 +	  ++dfs;
   1.509 +	  if (F.valid(/*typename MG::OutEdgeIt*/(dfs))) {
   1.510 +	    if (dfs.isBNodeNewlyReached()) {
   1.511 +	      typename MG::Node v=F.aNode(dfs);
   1.512 +	      typename MG::Node w=F.bNode(dfs);
   1.513 +	      pred.set(w, dfs);
   1.514 +	      if (F.valid(pred.get(v))) {
   1.515 +		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.516 +	      } else {
   1.517 +		free.set(w, residual_capacity.get(dfs)); 
   1.518 +	      }
   1.519 +	      if (w==tF) { 
   1.520 +		__augment=true; 
   1.521 +		_augment=true;
   1.522 +		break; 
   1.523 +	      }
   1.524 +	      
   1.525 +	    } else {
   1.526 +	      F.erase(/*typename MG::OutEdgeIt*/(dfs));
   1.527 +	    }
   1.528 +	  } 
   1.529 +	}
   1.530 +
   1.531 +	if (__augment) {
   1.532 +	  typename MG::Node n=tF;
   1.533 +	  Number augment_value=free.get(tF);
   1.534 +	  while (F.valid(pred.get(n))) { 
   1.535 +	    typename MG::Edge e=pred.get(n);
   1.536 +	    res_graph.augment(original_edge.get(e), augment_value); 
   1.537 +	    n=F.tail(e);
   1.538 +	    if (residual_capacity.get(e)==augment_value) 
   1.539 +	      F.erase(e); 
   1.540 +	    else 
   1.541 +	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.542 +	  }
   1.543 +	}
   1.544 +	
   1.545 +      }
   1.546 +            
   1.547 +      return _augment;
   1.548 +    }
   1.549 +
   1.550 +    bool augmentOnBlockingFlow2() {
   1.551 +      bool _augment=false;
   1.552 +
   1.553 +      ResGW res_graph(gw, *flow, *capacity);
   1.554 +
   1.555 +      typedef typename ResGW::NodeMap<bool> ReachedMap;
   1.556 +      BfsIterator5< ResGW, ReachedMap > bfs(res_graph);
   1.557 +
   1.558 +      bfs.pushAndSetReached(s);
   1.559 +      DistanceMap<ResGW> dist(res_graph);
   1.560 +      while ( !bfs.finished() ) { 
   1.561 + 	ResGWOutEdgeIt e=bfs;
   1.562 + 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.563 + 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   1.564 + 	}
   1.565 +	++bfs;
   1.566 +      } //computing distances from s in the residual graph
   1.567 +
   1.568 +      //Subgraph containing the edges on some shortest paths
   1.569 +      typedef SubGraphWrapper<ResGW, DistanceMap<ResGW> > FilterResGW;
   1.570 +      FilterResGW filter_res_graph(res_graph, dist);
   1.571 +
   1.572 +      //Subgraph, which is able to delete edges which are already 
   1.573 +      //met by the dfs
   1.574 +      typename FilterResGW::NodeMap<typename FilterResGW::OutEdgeIt> 
   1.575 + 	first_out_edges(filter_res_graph);
   1.576 +      typename FilterResGW::NodeIt v;
   1.577 +      for(filter_res_graph.first(v); filter_res_graph.valid(v); 
   1.578 + 	  filter_res_graph.next(v)) 
   1.579 +      {
   1.580 + 	typename FilterResGW::OutEdgeIt e;
   1.581 + 	filter_res_graph.first(e, v);
   1.582 + 	first_out_edges.set(v, e);
   1.583 +      }
   1.584 +      typedef ErasingFirstGraphWrapper<FilterResGW, typename FilterResGW::
   1.585 +	NodeMap<typename FilterResGW::OutEdgeIt> > ErasingResGW;
   1.586 +      ErasingResGW erasing_res_graph(filter_res_graph, first_out_edges);
   1.587 +
   1.588 +      bool __augment=true;
   1.589 +
   1.590 +      while (__augment) {
   1.591 +
   1.592 + 	__augment=false;
   1.593 + 	//computing blocking flow with dfs
   1.594 +	typedef typename ErasingResGW::NodeMap<bool> BlockingReachedMap;
   1.595 + 	DfsIterator5< ErasingResGW, BlockingReachedMap > 
   1.596 + 	  dfs(erasing_res_graph);
   1.597 + 	typename ErasingResGW::NodeMap<typename ErasingResGW::OutEdgeIt> 
   1.598 + 	  pred(erasing_res_graph); 
   1.599 + 	pred.set(s, INVALID);
   1.600 + 	//invalid iterators for sources
   1.601 +
   1.602 + 	typename ErasingResGW::NodeMap<Number> free(erasing_res_graph);
   1.603 +
   1.604 + 	dfs.pushAndSetReached(s);
   1.605 + 	while (!dfs.finished()) {
   1.606 + 	  ++dfs;
   1.607 + 	  if (erasing_res_graph.valid(
   1.608 + 		/*typename ErasingResGW::OutEdgeIt*/(dfs))) 
   1.609 + 	  { 
   1.610 + 	    if (dfs.isBNodeNewlyReached()) {
   1.611 +	  
   1.612 + 	      typename ErasingResGW::Node v=erasing_res_graph.aNode(dfs);
   1.613 + 	      typename ErasingResGW::Node w=erasing_res_graph.bNode(dfs);
   1.614 +
   1.615 + 	      pred.set(w, /*typename ErasingResGW::OutEdgeIt*/(dfs));
   1.616 + 	      if (erasing_res_graph.valid(pred.get(v))) {
   1.617 + 		free.set(w, std::min(free.get(v), res_graph.resCap(dfs)));
   1.618 + 	      } else {
   1.619 + 		free.set(w, res_graph.resCap(dfs)); 
   1.620 + 	      }
   1.621 +	      
   1.622 + 	      if (w==t) { 
   1.623 + 		__augment=true; 
   1.624 + 		_augment=true;
   1.625 + 		break; 
   1.626 + 	      }
   1.627 +	    } else {
   1.628 +	      erasing_res_graph.erase(dfs);
   1.629 +	    }
   1.630 +	  }
   1.631 +	}	
   1.632 +
   1.633 + 	if (__augment) {
   1.634 + 	  typename ErasingResGW::Node n=t;
   1.635 + 	  Number augment_value=free.get(n);
   1.636 + 	  while (erasing_res_graph.valid(pred.get(n))) { 
   1.637 + 	    typename ErasingResGW::OutEdgeIt e=pred.get(n);
   1.638 + 	    res_graph.augment(e, augment_value);
   1.639 + 	    n=erasing_res_graph.tail(e);
   1.640 + 	    if (res_graph.resCap(e)==0)
   1.641 + 	      erasing_res_graph.erase(e);
   1.642 + 	  }
   1.643 + 	}
   1.644 +      
   1.645 +      } //while (__augment) 
   1.646 +            
   1.647 +      return _augment;
   1.648 +    }
   1.649 +
   1.650 +//     bool augmentOnBlockingFlow2() {
   1.651 +//       bool _augment=false;
   1.652 +
   1.653 +//       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
   1.654 +//       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
   1.655 +//       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   1.656 +//       typedef typename EAugGraph::Edge EAugEdge;
   1.657 +
   1.658 +//       EAugGraph res_graph(*G, *flow, *capacity);
   1.659 +
   1.660 +//       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   1.661 +//       BfsIterator5< 
   1.662 +// 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
   1.663 +// 	/*typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt,*/ 
   1.664 +// 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
   1.665 +      
   1.666 +//       bfs.pushAndSetReached(s);
   1.667 +
   1.668 +//       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
   1.669 +// 	NodeMap<int>& dist=res_graph.dist;
   1.670 +
   1.671 +//       while ( !bfs.finished() ) {
   1.672 +// 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
   1.673 +// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.674 +// 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   1.675 +// 	}
   1.676 +// 	++bfs;	
   1.677 +//       } //computing distances from s in the residual graph
   1.678 +
   1.679 +//       bool __augment=true;
   1.680 +
   1.681 +//       while (__augment) {
   1.682 +
   1.683 +// 	__augment=false;
   1.684 +// 	//computing blocking flow with dfs
   1.685 +// 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
   1.686 +// 	DfsIterator5< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
   1.687 +// 	  dfs(res_graph);
   1.688 +// 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph); 
   1.689 +// 	pred.set(s, EAugEdge(INVALID));
   1.690 +// 	//invalid iterators for sources
   1.691 +
   1.692 +// 	typename EAugGraph::NodeMap<Number> free(res_graph);
   1.693 +
   1.694 +// 	dfs.pushAndSetReached(s);
   1.695 +// 	while (!dfs.finished()) {
   1.696 +// 	  ++dfs;
   1.697 +// 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
   1.698 +// 	    if (dfs.isBNodeNewlyReached()) {
   1.699 +	  
   1.700 +// 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
   1.701 +// 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
   1.702 +
   1.703 +// 	      pred.set(w, EAugOutEdgeIt(dfs));
   1.704 +// 	      if (res_graph.valid(pred.get(v))) {
   1.705 +// 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
   1.706 +// 	      } else {
   1.707 +// 		free.set(w, res_graph.free(dfs)); 
   1.708 +// 	      }
   1.709 +	      
   1.710 +// 	      if (w==t) { 
   1.711 +// 		__augment=true; 
   1.712 +// 		_augment=true;
   1.713 +// 		break; 
   1.714 +// 	      }
   1.715 +// 	    } else {
   1.716 +// 	      res_graph.erase(dfs);
   1.717 +// 	    }
   1.718 +// 	  } 
   1.719 +
   1.720 +// 	}
   1.721 +
   1.722 +// 	if (__augment) {
   1.723 +// 	  typename EAugGraph::Node n=t;
   1.724 +// 	  Number augment_value=free.get(t);
   1.725 +// 	  while (res_graph.valid(pred.get(n))) { 
   1.726 +// 	    EAugEdge e=pred.get(n);
   1.727 +// 	    res_graph.augment(e, augment_value);
   1.728 +// 	    n=res_graph.tail(e);
   1.729 +// 	    if (res_graph.free(e)==0)
   1.730 +// 	      res_graph.erase(e);
   1.731 +// 	  }
   1.732 +// 	}
   1.733 +      
   1.734 +//       }
   1.735 +            
   1.736 +//       return _augment;
   1.737 +//     }
   1.738 +
   1.739 +    void run() {
   1.740 +      //int num_of_augmentations=0;
   1.741 +      while (augmentOnShortestPath()) { 
   1.742 +	//while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.743 +	//std::cout << ++num_of_augmentations << " ";
   1.744 +	//std::cout<<std::endl;
   1.745 +      } 
   1.746 +    }
   1.747 +
   1.748 +    template<typename MutableGraph> void run() {
   1.749 +      //int num_of_augmentations=0;
   1.750 +      //while (augmentOnShortestPath()) { 
   1.751 +	while (augmentOnBlockingFlow<MutableGraph>()) { 
   1.752 +	//std::cout << ++num_of_augmentations << " ";
   1.753 +	//std::cout<<std::endl;
   1.754 +      } 
   1.755 +    }
   1.756 +
   1.757 +    Number flowValue() { 
   1.758 +      Number a=0;
   1.759 +      OutEdgeIt e;
   1.760 +      for(gw.first(e, s); gw.valid(e); gw.next(e)) {
   1.761 +	a+=flow->get(e);
   1.762 +      }
   1.763 +      return a;
   1.764 +    }
   1.765 +
   1.766 +  };
   1.767 +
   1.768 +
   1.769 +//   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
   1.770 +//   class MaxMatching {
   1.771 +//   public:
   1.772 +//     typedef typename Graph::Node Node;
   1.773 +//     typedef typename Graph::NodeIt NodeIt;
   1.774 +//     typedef typename Graph::Edge Edge;
   1.775 +//     typedef typename Graph::EdgeIt EdgeIt;
   1.776 +//     typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.777 +//     typedef typename Graph::InEdgeIt InEdgeIt;
   1.778 +
   1.779 +//     typedef typename Graph::NodeMap<bool> SMap;
   1.780 +//     typedef typename Graph::NodeMap<bool> TMap;
   1.781 +//   private:
   1.782 +//     const Graph* G;
   1.783 +//     SMap* S;
   1.784 +//     TMap* T;
   1.785 +//     //Node s;
   1.786 +//     //Node t;
   1.787 +//     FlowMap* flow;
   1.788 +//     const CapacityMap* capacity;
   1.789 +//     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
   1.790 +//     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
   1.791 +//     typedef typename AugGraph::Edge AugEdge;
   1.792 +//     typename Graph::NodeMap<int> used; //0
   1.793 +
   1.794 +//   public:
   1.795 +//     MaxMatching(const Graph& _G, SMap& _S, TMap& _T, FlowMap& _flow, const CapacityMap& _capacity) : 
   1.796 +//       G(&_G), S(&_S), T(&_T), flow(&_flow), capacity(&_capacity), used(_G) { }
   1.797 +//     bool augmentOnShortestPath() {
   1.798 +//       AugGraph res_graph(*G, *flow, *capacity);
   1.799 +//       bool _augment=false;
   1.800 +      
   1.801 +//       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.802 +//       BfsIterator5< AugGraph, /*AugOutEdgeIt,*/ ReachedMap > bfs(res_graph);
   1.803 +//       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.804 +//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.805 +// 	if ((S->get(s)) && (used.get(s)<1) ) {
   1.806 +// 	  //Number u=0;
   1.807 +// 	  //for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.808 +// 	  //u+=flow->get(e);
   1.809 +// 	  //if (u<1) {
   1.810 +// 	    bfs.pushAndSetReached(s);
   1.811 +// 	    pred.set(s, AugEdge(INVALID));
   1.812 +// 	    //}
   1.813 +// 	}
   1.814 +//       }
   1.815 +      
   1.816 +//       typename AugGraph::NodeMap<Number> free(res_graph);
   1.817 +	
   1.818 +//       Node n;
   1.819 +//       //searching for augmenting path
   1.820 +//       while ( !bfs.finished() ) { 
   1.821 +// 	AugOutEdgeIt e=bfs;
   1.822 +// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.823 +// 	  Node v=res_graph.tail(e);
   1.824 +// 	  Node w=res_graph.head(e);
   1.825 +// 	  pred.set(w, e);
   1.826 +// 	  if (res_graph.valid(pred.get(v))) {
   1.827 +// 	    free.set(w, std::min(free.get(v), res_graph.free(e)));
   1.828 +// 	  } else {
   1.829 +// 	    free.set(w, res_graph.free(e)); 
   1.830 +// 	  }
   1.831 +// 	  n=res_graph.head(e);
   1.832 +// 	  if (T->get(n) && (used.get(n)<1) ) { 
   1.833 +// 	    //Number u=0;
   1.834 +// 	    //for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
   1.835 +// 	    //u+=flow->get(f);
   1.836 +// 	    //if (u<1) {
   1.837 +// 	      _augment=true; 
   1.838 +// 	      break; 
   1.839 +// 	      //}
   1.840 +// 	  }
   1.841 +// 	}
   1.842 +	
   1.843 +// 	++bfs;
   1.844 +//       } //end of searching augmenting path
   1.845 +
   1.846 +//       if (_augment) {
   1.847 +// 	//Node n=t;
   1.848 +// 	used.set(n, 1); //mind2 vegen jav
   1.849 +// 	Number augment_value=free.get(n);
   1.850 +// 	while (res_graph.valid(pred.get(n))) { 
   1.851 +// 	  AugEdge e=pred.get(n);
   1.852 +// 	  res_graph.augment(e, augment_value); 
   1.853 +// 	  n=res_graph.tail(e);
   1.854 +// 	}
   1.855 +// 	used.set(n, 1); //mind2 vegen jav
   1.856 +//       }
   1.857 +
   1.858 +//       return _augment;
   1.859 +//     }
   1.860 +
   1.861 +// //     template<typename MutableGraph> bool augmentOnBlockingFlow() {      
   1.862 +// //       bool _augment=false;
   1.863 +
   1.864 +// //       AugGraph res_graph(*G, *flow, *capacity);
   1.865 +
   1.866 +// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
   1.867 +// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
   1.868 +
   1.869 +
   1.870 +
   1.871 +
   1.872 +
   1.873 +// //       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.874 +// //       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
   1.875 +// // 	if (S->get(s)) {
   1.876 +// // 	  Number u=0;
   1.877 +// // 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
   1.878 +// // 	    u+=flow->get(e);
   1.879 +// // 	  if (u<1) {
   1.880 +// // 	    bfs.pushAndSetReached(s);
   1.881 +// // 	    //pred.set(s, AugEdge(INVALID));
   1.882 +// // 	  }
   1.883 +// // 	}
   1.884 +// //       }
   1.885 +
   1.886 +
   1.887 +
   1.888 +
   1.889 +// //       //bfs.pushAndSetReached(s);
   1.890 +// //       typename AugGraph::NodeMap<int> dist(res_graph); //filled up with 0's
   1.891 +// //       while ( !bfs.finished() ) { 
   1.892 +// // 	AugOutEdgeIt e=bfs;
   1.893 +// // 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
   1.894 +// // 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
   1.895 +// // 	}
   1.896 +	
   1.897 +// // 	++bfs;
   1.898 +// //       } //computing distances from s in the residual graph
   1.899 +
   1.900 +// //       MutableGraph F;
   1.901 +// //       typename AugGraph::NodeMap<typename MutableGraph::Node> 
   1.902 +// // 	res_graph_to_F(res_graph);
   1.903 +// //       for(typename AugGraph::NodeIt n=res_graph.template first<typename AugGraph::NodeIt>(); res_graph.valid(n); res_graph.next(n)) {
   1.904 +// // 	res_graph_to_F.set(n, F.addNode());
   1.905 +// //       }
   1.906 +      
   1.907 +// //       typename MutableGraph::Node sF=res_graph_to_F.get(s);
   1.908 +// //       typename MutableGraph::Node tF=res_graph_to_F.get(t);
   1.909 +
   1.910 +// //       typename MutableGraph::EdgeMap<AugEdge> original_edge(F);
   1.911 +// //       typename MutableGraph::EdgeMap<Number> residual_capacity(F);
   1.912 +
   1.913 +// //       //Making F to the graph containing the edges of the residual graph 
   1.914 +// //       //which are in some shortest paths
   1.915 +// //       for(typename AugGraph::EdgeIt e=res_graph.template first<typename AugGraph::EdgeIt>(); res_graph.valid(e); res_graph.next(e)) {
   1.916 +// // 	if (dist.get(res_graph.head(e))==dist.get(res_graph.tail(e))+1) {
   1.917 +// // 	  typename MutableGraph::Edge f=F.addEdge(res_graph_to_F.get(res_graph.tail(e)), res_graph_to_F.get(res_graph.head(e)));
   1.918 +// // 	  original_edge.update();
   1.919 +// // 	  original_edge.set(f, e);
   1.920 +// // 	  residual_capacity.update();
   1.921 +// // 	  residual_capacity.set(f, res_graph.free(e));
   1.922 +// // 	} 
   1.923 +// //       }
   1.924 +
   1.925 +// //       bool __augment=true;
   1.926 +
   1.927 +// //       while (__augment) {
   1.928 +// // 	__augment=false;
   1.929 +// // 	//computing blocking flow with dfs
   1.930 +// // 	typedef typename MutableGraph::NodeMap<bool> BlockingReachedMap;
   1.931 +// // 	DfsIterator4< MutableGraph, typename MutableGraph::OutEdgeIt, BlockingReachedMap > dfs(F);
   1.932 +// // 	typename MutableGraph::NodeMap<typename MutableGraph::Edge> pred(F);
   1.933 +// // 	pred.set(sF, typename MutableGraph::Edge(INVALID));
   1.934 +// // 	//invalid iterators for sources
   1.935 +
   1.936 +// // 	typename MutableGraph::NodeMap<Number> free(F);
   1.937 +
   1.938 +// // 	dfs.pushAndSetReached(sF);      
   1.939 +// // 	while (!dfs.finished()) {
   1.940 +// // 	  ++dfs;
   1.941 +// // 	  if (F.valid(typename MutableGraph::OutEdgeIt(dfs))) {
   1.942 +// // 	    if (dfs.isBNodeNewlyReached()) {
   1.943 +// // 	      typename MutableGraph::Node v=F.aNode(dfs);
   1.944 +// // 	      typename MutableGraph::Node w=F.bNode(dfs);
   1.945 +// // 	      pred.set(w, dfs);
   1.946 +// // 	      if (F.valid(pred.get(v))) {
   1.947 +// // 		free.set(w, std::min(free.get(v), residual_capacity.get(dfs)));
   1.948 +// // 	      } else {
   1.949 +// // 		free.set(w, residual_capacity.get(dfs)); 
   1.950 +// // 	      }
   1.951 +// // 	      if (w==tF) { 
   1.952 +// // 		__augment=true; 
   1.953 +// // 		_augment=true;
   1.954 +// // 		break; 
   1.955 +// // 	      }
   1.956 +	      
   1.957 +// // 	    } else {
   1.958 +// // 	      F.erase(typename MutableGraph::OutEdgeIt(dfs));
   1.959 +// // 	    }
   1.960 +// // 	  } 
   1.961 +// // 	}
   1.962 +
   1.963 +// // 	if (__augment) {
   1.964 +// // 	  typename MutableGraph::Node n=tF;
   1.965 +// // 	  Number augment_value=free.get(tF);
   1.966 +// // 	  while (F.valid(pred.get(n))) { 
   1.967 +// // 	    typename MutableGraph::Edge e=pred.get(n);
   1.968 +// // 	    res_graph.augment(original_edge.get(e), augment_value); 
   1.969 +// // 	    n=F.tail(e);
   1.970 +// // 	    if (residual_capacity.get(e)==augment_value) 
   1.971 +// // 	      F.erase(e); 
   1.972 +// // 	    else 
   1.973 +// // 	      residual_capacity.set(e, residual_capacity.get(e)-augment_value);
   1.974 +// // 	  }
   1.975 +// // 	}
   1.976 +	
   1.977 +// //       }
   1.978 +            
   1.979 +// //       return _augment;
   1.980 +// //     }
   1.981 +//     bool augmentOnBlockingFlow2() {
   1.982 +//       bool _augment=false;
   1.983 +
   1.984 +//       //typedef ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> EAugGraph;
   1.985 +//       typedef FilterGraphWrapper< ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap> > EAugGraph;
   1.986 +//       typedef typename EAugGraph::OutEdgeIt EAugOutEdgeIt;
   1.987 +//       typedef typename EAugGraph::Edge EAugEdge;
   1.988 +
   1.989 +//       EAugGraph res_graph(*G, *flow, *capacity);
   1.990 +
   1.991 +//       //typedef typename EAugGraph::NodeMap<bool> ReachedMap;
   1.992 +//       BfsIterator5< 
   1.993 +// 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>, 
   1.994 +// 	/*typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt,*/ 
   1.995 +// 	ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::NodeMap<bool> > bfs(res_graph);
   1.996 +
   1.997 +
   1.998 +//       //typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
   1.999 +//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
  1.1000 +// 	if (S->get(s)) {
  1.1001 +// 	  Number u=0;
  1.1002 +// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
  1.1003 +// 	    u+=flow->get(e);
  1.1004 +// 	  if (u<1) {
  1.1005 +// 	    bfs.pushAndSetReached(s);
  1.1006 +// 	    //pred.set(s, AugEdge(INVALID));
  1.1007 +// 	  }
  1.1008 +// 	}
  1.1009 +//       }
  1.1010 +
  1.1011 +      
  1.1012 +//       //bfs.pushAndSetReached(s);
  1.1013 +
  1.1014 +//       typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::
  1.1015 +// 	NodeMap<int>& dist=res_graph.dist;
  1.1016 +
  1.1017 +//       while ( !bfs.finished() ) {
  1.1018 +// 	typename ErasingResGraphWrapper<Graph, Number, FlowMap, CapacityMap>::OutEdgeIt e=bfs;
  1.1019 +// 	if (res_graph.valid(e) && bfs.isBNodeNewlyReached()) {
  1.1020 +// 	  dist.set(res_graph.head(e), dist.get(res_graph.tail(e))+1);
  1.1021 +// 	}
  1.1022 +// 	++bfs;	
  1.1023 +//       } //computing distances from s in the residual graph
  1.1024 +
  1.1025 +//       bool __augment=true;
  1.1026 +
  1.1027 +//       while (__augment) {
  1.1028 +
  1.1029 +// 	__augment=false;
  1.1030 +// 	//computing blocking flow with dfs
  1.1031 +// 	typedef typename EAugGraph::NodeMap<bool> BlockingReachedMap;
  1.1032 +// 	DfsIterator5< EAugGraph/*, EAugOutEdgeIt*/, BlockingReachedMap > 
  1.1033 +// 	  dfs(res_graph);
  1.1034 +// 	typename EAugGraph::NodeMap<EAugEdge> pred(res_graph, INVALID); 
  1.1035 +// 	//pred.set(s, EAugEdge(INVALID));
  1.1036 +// 	//invalid iterators for sources
  1.1037 +
  1.1038 +// 	typename EAugGraph::NodeMap<Number> free(res_graph);
  1.1039 +
  1.1040 +
  1.1041 +// 	//typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
  1.1042 +//       for(NodeIt s=G->template first<NodeIt>(); G->valid(s); G->next(s)) {
  1.1043 +// 	if (S->get(s)) {
  1.1044 +// 	  Number u=0;
  1.1045 +// 	  for(OutEdgeIt e=G->template first<OutEdgeIt>(s); G->valid(e); G->next(e))
  1.1046 +// 	    u+=flow->get(e);
  1.1047 +// 	  if (u<1) {
  1.1048 +// 	    dfs.pushAndSetReached(s);
  1.1049 +// 	    //pred.set(s, AugEdge(INVALID));
  1.1050 +// 	  }
  1.1051 +// 	}
  1.1052 +//       }
  1.1053 +
  1.1054 +
  1.1055 +
  1.1056 +//       //dfs.pushAndSetReached(s);
  1.1057 +//       typename EAugGraph::Node n;
  1.1058 +// 	while (!dfs.finished()) {
  1.1059 +// 	  ++dfs;
  1.1060 +// 	  if (res_graph.valid(EAugOutEdgeIt(dfs))) { 
  1.1061 +// 	    if (dfs.isBNodeNewlyReached()) {
  1.1062 +	  
  1.1063 +// 	      typename EAugGraph::Node v=res_graph.aNode(dfs);
  1.1064 +// 	      typename EAugGraph::Node w=res_graph.bNode(dfs);
  1.1065 +
  1.1066 +// 	      pred.set(w, EAugOutEdgeIt(dfs));
  1.1067 +// 	      if (res_graph.valid(pred.get(v))) {
  1.1068 +// 		free.set(w, std::min(free.get(v), res_graph.free(dfs)));
  1.1069 +// 	      } else {
  1.1070 +// 		free.set(w, res_graph.free(dfs)); 
  1.1071 +// 	      }
  1.1072 +	     
  1.1073 +// 	      n=w;
  1.1074 +// 	      if (T->get(w)) {
  1.1075 +// 		Number u=0;
  1.1076 +// 		for(InEdgeIt f=G->template first<InEdgeIt>(n); G->valid(f); G->next(f))
  1.1077 +// 		  u+=flow->get(f);
  1.1078 +// 		if (u<1) {
  1.1079 +// 		  __augment=true; 
  1.1080 +// 		  _augment=true;
  1.1081 +// 		  break; 
  1.1082 +// 		}
  1.1083 +// 	      }
  1.1084 +// 	    } else {
  1.1085 +// 	      res_graph.erase(dfs);
  1.1086 +// 	    }
  1.1087 +// 	  } 
  1.1088 +
  1.1089 +// 	}
  1.1090 +
  1.1091 +// 	if (__augment) {
  1.1092 +// 	  // typename EAugGraph::Node n=t;
  1.1093 +// 	  Number augment_value=free.get(n);
  1.1094 +// 	  while (res_graph.valid(pred.get(n))) { 
  1.1095 +// 	    EAugEdge e=pred.get(n);
  1.1096 +// 	    res_graph.augment(e, augment_value);
  1.1097 +// 	    n=res_graph.tail(e);
  1.1098 +// 	    if (res_graph.free(e)==0)
  1.1099 +// 	      res_graph.erase(e);
  1.1100 +// 	  }
  1.1101 +// 	}
  1.1102 +      
  1.1103 +//       }
  1.1104 +            
  1.1105 +//       return _augment;
  1.1106 +//     }
  1.1107 +//     void run() {
  1.1108 +//       //int num_of_augmentations=0;
  1.1109 +//       while (augmentOnShortestPath()) { 
  1.1110 +// 	//while (augmentOnBlockingFlow<MutableGraph>()) { 
  1.1111 +// 	//std::cout << ++num_of_augmentations << " ";
  1.1112 +// 	//std::cout<<std::endl;
  1.1113 +//       } 
  1.1114 +//     }
  1.1115 +// //     template<typename MutableGraph> void run() {
  1.1116 +// //       //int num_of_augmentations=0;
  1.1117 +// //       //while (augmentOnShortestPath()) { 
  1.1118 +// // 	while (augmentOnBlockingFlow<MutableGraph>()) { 
  1.1119 +// // 	//std::cout << ++num_of_augmentations << " ";
  1.1120 +// // 	//std::cout<<std::endl;
  1.1121 +// //       } 
  1.1122 +// //     } 
  1.1123 +//     Number flowValue() { 
  1.1124 +//       Number a=0;
  1.1125 +//       EdgeIt e;
  1.1126 +//       for(G->/*getF*/first(e); G->valid(e); G->next(e)) {
  1.1127 +// 	a+=flow->get(e);
  1.1128 +//       }
  1.1129 +//       return a;
  1.1130 +//     }
  1.1131 +//   };
  1.1132 +
  1.1133 +
  1.1134 +
  1.1135 +
  1.1136 +
  1.1137 +  
  1.1138 +// //   template <typename Graph, typename Number, typename FlowMap, typename CapacityMap>
  1.1139 +// //   class MaxFlow2 {
  1.1140 +// //   public:
  1.1141 +// //     typedef typename Graph::Node Node;
  1.1142 +// //     typedef typename Graph::Edge Edge;
  1.1143 +// //     typedef typename Graph::EdgeIt EdgeIt;
  1.1144 +// //     typedef typename Graph::OutEdgeIt OutEdgeIt;
  1.1145 +// //     typedef typename Graph::InEdgeIt InEdgeIt;
  1.1146 +// //   private:
  1.1147 +// //     const Graph& G;
  1.1148 +// //     std::list<Node>& S;
  1.1149 +// //     std::list<Node>& T;
  1.1150 +// //     FlowMap& flow;
  1.1151 +// //     const CapacityMap& capacity;
  1.1152 +// //     typedef ResGraphWrapper<Graph, Number, FlowMap, CapacityMap > AugGraph;
  1.1153 +// //     typedef typename AugGraph::OutEdgeIt AugOutEdgeIt;
  1.1154 +// //     typedef typename AugGraph::Edge AugEdge;
  1.1155 +// //     typename Graph::NodeMap<bool> SMap;
  1.1156 +// //     typename Graph::NodeMap<bool> TMap;
  1.1157 +// //   public:
  1.1158 +// //     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) { 
  1.1159 +// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1.1160 +// // 	  i!=S.end(); ++i) { 
  1.1161 +// // 	SMap.set(*i, true); 
  1.1162 +// //       }
  1.1163 +// //       for (typename std::list<Node>::const_iterator i=T.begin(); 
  1.1164 +// // 	   i!=T.end(); ++i) { 
  1.1165 +// // 	TMap.set(*i, true); 
  1.1166 +// //       }
  1.1167 +// //     }
  1.1168 +// //     bool augment() {
  1.1169 +// //       AugGraph res_graph(G, flow, capacity);
  1.1170 +// //       bool _augment=false;
  1.1171 +// //       Node reached_t_node;
  1.1172 +      
  1.1173 +// //       typedef typename AugGraph::NodeMap<bool> ReachedMap;
  1.1174 +// //       BfsIterator4< AugGraph, AugOutEdgeIt, ReachedMap > bfs(res_graph);
  1.1175 +// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1.1176 +// // 	  i!=S.end(); ++i) {
  1.1177 +// // 	bfs.pushAndSetReached(*i);
  1.1178 +// //       }
  1.1179 +// //       //bfs.pushAndSetReached(s);
  1.1180 +	
  1.1181 +// //       typename AugGraph::NodeMap<AugEdge> pred(res_graph); 
  1.1182 +// //       //filled up with invalid iterators
  1.1183 +      
  1.1184 +// //       typename AugGraph::NodeMap<Number> free(res_graph);
  1.1185 +	
  1.1186 +// //       //searching for augmenting path
  1.1187 +// //       while ( !bfs.finished() ) { 
  1.1188 +// // 	AugOutEdgeIt e=/*AugOutEdgeIt*/(bfs);
  1.1189 +// // 	if (e.valid() && bfs.isBNodeNewlyReached()) {
  1.1190 +// // 	  Node v=res_graph.tail(e);
  1.1191 +// // 	  Node w=res_graph.head(e);
  1.1192 +// // 	  pred.set(w, e);
  1.1193 +// // 	  if (pred.get(v).valid()) {
  1.1194 +// // 	    free.set(w, std::min(free.get(v), e.free()));
  1.1195 +// // 	  } else {
  1.1196 +// // 	    free.set(w, e.free()); 
  1.1197 +// // 	  }
  1.1198 +// // 	  if (TMap.get(res_graph.head(e))) { 
  1.1199 +// // 	    _augment=true; 
  1.1200 +// // 	    reached_t_node=res_graph.head(e);
  1.1201 +// // 	    break; 
  1.1202 +// // 	  }
  1.1203 +// // 	}
  1.1204 +	
  1.1205 +// // 	++bfs;
  1.1206 +// //       } //end of searching augmenting path
  1.1207 +
  1.1208 +// //       if (_augment) {
  1.1209 +// // 	Node n=reached_t_node;
  1.1210 +// // 	Number augment_value=free.get(reached_t_node);
  1.1211 +// // 	while (pred.get(n).valid()) { 
  1.1212 +// // 	  AugEdge e=pred.get(n);
  1.1213 +// // 	  e.augment(augment_value); 
  1.1214 +// // 	  n=res_graph.tail(e);
  1.1215 +// // 	}
  1.1216 +// //       }
  1.1217 +
  1.1218 +// //       return _augment;
  1.1219 +// //     }
  1.1220 +// //     void run() {
  1.1221 +// //       while (augment()) { } 
  1.1222 +// //     }
  1.1223 +// //     Number flowValue() { 
  1.1224 +// //       Number a=0;
  1.1225 +// //       for(typename std::list<Node>::const_iterator i=S.begin(); 
  1.1226 +// // 	  i!=S.end(); ++i) { 
  1.1227 +// // 	for(OutEdgeIt e=G.template first<OutEdgeIt>(*i); e.valid(); ++e) {
  1.1228 +// // 	  a+=flow.get(e);
  1.1229 +// // 	}
  1.1230 +// // 	for(InEdgeIt e=G.template first<InEdgeIt>(*i); e.valid(); ++e) {
  1.1231 +// // 	  a-=flow.get(e);
  1.1232 +// // 	}
  1.1233 +// //       }
  1.1234 +// //       return a;
  1.1235 +// //     }
  1.1236 +// //   };
  1.1237 +
  1.1238 +
  1.1239 +} // namespace hugo
  1.1240 +
  1.1241 +#endif //HUGO_EDMONDS_KARP_H