lemon/topology.h
author hegyi
Mon, 07 Apr 2008 16:28:20 +0000
changeset 2600 e5530c0a018c
parent 2529 93de38566e6c
permissions -rw-r--r--
NEWS file updated for Release 0.7
     1 /* -*- C++ -*-
     2  *
     3  * This file is a part of LEMON, a generic C++ optimization library
     4  *
     5  * Copyright (C) 2003-2008
     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
     8  *
     9  * Permission to use, modify and distribute this software is granted
    10  * provided that this copyright notice appears in all copies. For
    11  * precise terms see the accompanying LICENSE file.
    12  *
    13  * This software is provided "AS IS" with no warranty of any kind,
    14  * express or implied, and with no claim as to its suitability for any
    15  * purpose.
    16  *
    17  */
    18 
    19 #ifndef LEMON_TOPOLOGY_H
    20 #define LEMON_TOPOLOGY_H
    21 
    22 #include <lemon/dfs.h>
    23 #include <lemon/bfs.h>
    24 #include <lemon/graph_utils.h>
    25 #include <lemon/graph_adaptor.h>
    26 #include <lemon/maps.h>
    27 
    28 #include <lemon/concepts/graph.h>
    29 #include <lemon/concepts/ugraph.h>
    30 #include <lemon/concept_check.h>
    31 
    32 #include <lemon/bin_heap.h>
    33 #include <lemon/bucket_heap.h>
    34 
    35 #include <stack>
    36 #include <functional>
    37 
    38 /// \ingroup graph_prop
    39 /// \file
    40 /// \brief Topology related algorithms
    41 ///
    42 /// Topology related algorithms
    43 
    44 namespace lemon {
    45 
    46   /// \ingroup graph_prop
    47   ///
    48   /// \brief Check that the given undirected graph is connected.
    49   ///
    50   /// Check that the given undirected graph connected.
    51   /// \param graph The undirected graph.
    52   /// \return %True when there is path between any two nodes in the graph.
    53   /// \note By definition, the empty graph is connected.
    54   template <typename UGraph>
    55   bool connected(const UGraph& graph) {
    56     checkConcept<concepts::UGraph, UGraph>();
    57     typedef typename UGraph::NodeIt NodeIt;
    58     if (NodeIt(graph) == INVALID) return true;
    59     Dfs<UGraph> dfs(graph);
    60     dfs.run(NodeIt(graph));
    61     for (NodeIt it(graph); it != INVALID; ++it) {
    62       if (!dfs.reached(it)) {
    63 	return false;
    64       }
    65     }
    66     return true;
    67   }
    68 
    69   /// \ingroup graph_prop
    70   ///
    71   /// \brief Count the number of connected components of an undirected graph
    72   ///
    73   /// Count the number of connected components of an undirected graph
    74   ///
    75   /// \param graph The graph. It should be undirected.
    76   /// \return The number of components
    77   /// \note By definition, the empty graph consists
    78   /// of zero connected components.
    79   template <typename UGraph>
    80   int countConnectedComponents(const UGraph &graph) {
    81     checkConcept<concepts::UGraph, UGraph>();
    82     typedef typename UGraph::Node Node;
    83     typedef typename UGraph::Edge Edge;
    84 
    85     typedef NullMap<Node, Edge> PredMap;
    86     typedef NullMap<Node, int> DistMap;
    87 
    88     int compNum = 0;
    89     typename Bfs<UGraph>::
    90       template DefPredMap<PredMap>::
    91       template DefDistMap<DistMap>::
    92       Create bfs(graph);
    93 
    94     PredMap predMap;
    95     bfs.predMap(predMap);
    96 
    97     DistMap distMap;
    98     bfs.distMap(distMap);
    99 
   100     bfs.init();
   101     for(typename UGraph::NodeIt n(graph); n != INVALID; ++n) {
   102       if (!bfs.reached(n)) {
   103 	bfs.addSource(n);
   104 	bfs.start();
   105 	++compNum;
   106       }
   107     }
   108     return compNum;
   109   }
   110 
   111   /// \ingroup graph_prop
   112   ///
   113   /// \brief Find the connected components of an undirected graph
   114   ///
   115   /// Find the connected components of an undirected graph.
   116   ///
   117   /// \image html connected_components.png
   118   /// \image latex connected_components.eps "Connected components" width=\textwidth
   119   ///
   120   /// \param graph The graph. It should be undirected.
   121   /// \retval compMap A writable node map. The values will be set from 0 to
   122   /// the number of the connected components minus one. Each values of the map
   123   /// will be set exactly once, the values of a certain component will be
   124   /// set continuously.
   125   /// \return The number of components
   126   ///
   127   template <class UGraph, class NodeMap>
   128   int connectedComponents(const UGraph &graph, NodeMap &compMap) {
   129     checkConcept<concepts::UGraph, UGraph>();
   130     typedef typename UGraph::Node Node;
   131     typedef typename UGraph::Edge Edge;
   132     checkConcept<concepts::WriteMap<Node, int>, NodeMap>();
   133 
   134     typedef NullMap<Node, Edge> PredMap;
   135     typedef NullMap<Node, int> DistMap;
   136 
   137     int compNum = 0;
   138     typename Bfs<UGraph>::
   139       template DefPredMap<PredMap>::
   140       template DefDistMap<DistMap>::
   141       Create bfs(graph);
   142 
   143     PredMap predMap;
   144     bfs.predMap(predMap);
   145 
   146     DistMap distMap;
   147     bfs.distMap(distMap);
   148     
   149     bfs.init();
   150     for(typename UGraph::NodeIt n(graph); n != INVALID; ++n) {
   151       if(!bfs.reached(n)) {
   152 	bfs.addSource(n);
   153 	while (!bfs.emptyQueue()) {
   154 	  compMap.set(bfs.nextNode(), compNum);
   155 	  bfs.processNextNode();
   156 	}
   157 	++compNum;
   158       }
   159     }
   160     return compNum;
   161   }
   162 
   163   namespace _topology_bits {
   164 
   165     template <typename Graph, typename Iterator >
   166     struct LeaveOrderVisitor : public DfsVisitor<Graph> {
   167     public:
   168       typedef typename Graph::Node Node;
   169       LeaveOrderVisitor(Iterator it) : _it(it) {}
   170 
   171       void leave(const Node& node) {
   172 	*(_it++) = node;
   173       }
   174 
   175     private:
   176       Iterator _it;
   177     };
   178 
   179     template <typename Graph, typename Map>
   180     struct FillMapVisitor : public DfsVisitor<Graph> {
   181     public:
   182       typedef typename Graph::Node Node;
   183       typedef typename Map::Value Value;
   184 
   185       FillMapVisitor(Map& map, Value& value) 
   186 	: _map(map), _value(value) {}
   187 
   188       void reach(const Node& node) {
   189 	_map.set(node, _value);
   190       }
   191     private:
   192       Map& _map;
   193       Value& _value;
   194     };
   195 
   196     template <typename Graph, typename EdgeMap>
   197     struct StronglyConnectedCutEdgesVisitor : public DfsVisitor<Graph> {
   198     public:
   199       typedef typename Graph::Node Node;
   200       typedef typename Graph::Edge Edge;
   201 
   202       StronglyConnectedCutEdgesVisitor(const Graph& graph, EdgeMap& cutMap, 
   203 				       int& cutNum) 
   204 	: _graph(graph), _cutMap(cutMap), _cutNum(cutNum), 
   205 	  _compMap(graph), _num(0) {
   206       }
   207 
   208       void stop(const Node&) {
   209 	++_num;
   210       }
   211 
   212       void reach(const Node& node) {
   213 	_compMap.set(node, _num);
   214       }
   215 
   216       void examine(const Edge& edge) {
   217  	if (_compMap[_graph.source(edge)] != _compMap[_graph.target(edge)]) {
   218  	  _cutMap.set(edge, true);
   219  	  ++_cutNum;
   220  	}
   221       }
   222     private:
   223       const Graph& _graph;
   224       EdgeMap& _cutMap;
   225       int& _cutNum;
   226 
   227       typename Graph::template NodeMap<int> _compMap;
   228       int _num;
   229     };
   230 
   231   }
   232 
   233 
   234   /// \ingroup graph_prop
   235   ///
   236   /// \brief Check that the given directed graph is strongly connected.
   237   ///
   238   /// Check that the given directed graph is strongly connected. The
   239   /// graph is strongly connected when any two nodes of the graph are
   240   /// connected with directed paths in both direction.
   241   /// \return %False when the graph is not strongly connected.
   242   /// \see connected
   243   ///
   244   /// \note By definition, the empty graph is strongly connected.
   245   template <typename Graph>
   246   bool stronglyConnected(const Graph& graph) {
   247     checkConcept<concepts::Graph, Graph>();
   248 
   249     typedef typename Graph::Node Node;
   250     typedef typename Graph::NodeIt NodeIt;
   251 
   252     if (NodeIt(graph) == INVALID) return true;
   253 
   254     using namespace _topology_bits;
   255 
   256     typedef DfsVisitor<Graph> Visitor;
   257     Visitor visitor;
   258 
   259     DfsVisit<Graph, Visitor> dfs(graph, visitor);
   260     dfs.init();
   261     dfs.addSource(NodeIt(graph));
   262     dfs.start();
   263 
   264     for (NodeIt it(graph); it != INVALID; ++it) {
   265       if (!dfs.reached(it)) {
   266 	return false;
   267       }
   268     }
   269 
   270     typedef RevGraphAdaptor<const Graph> RGraph;
   271     RGraph rgraph(graph);
   272 
   273     typedef DfsVisitor<Graph> RVisitor;
   274     RVisitor rvisitor;
   275 
   276     DfsVisit<RGraph, RVisitor> rdfs(rgraph, rvisitor);
   277     rdfs.init();    
   278     rdfs.addSource(NodeIt(graph));
   279     rdfs.start();
   280 
   281     for (NodeIt it(graph); it != INVALID; ++it) {
   282       if (!rdfs.reached(it)) {
   283 	return false;
   284       }
   285     }
   286 
   287     return true;
   288   }
   289 
   290   /// \ingroup graph_prop
   291   ///
   292   /// \brief Count the strongly connected components of a directed graph
   293   ///
   294   /// Count the strongly connected components of a directed graph.
   295   /// The strongly connected components are the classes of an
   296   /// equivalence relation on the nodes of the graph. Two nodes are in
   297   /// the same class if they are connected with directed paths in both
   298   /// direction. 
   299   ///
   300   /// \param graph The graph.
   301   /// \return The number of components
   302   /// \note By definition, the empty graph has zero
   303   /// strongly connected components.
   304   template <typename Graph>
   305   int countStronglyConnectedComponents(const Graph& graph) {
   306     checkConcept<concepts::Graph, Graph>();
   307 
   308     using namespace _topology_bits;
   309 
   310     typedef typename Graph::Node Node;
   311     typedef typename Graph::Edge Edge;
   312     typedef typename Graph::NodeIt NodeIt;
   313     typedef typename Graph::EdgeIt EdgeIt;
   314     
   315     typedef std::vector<Node> Container;
   316     typedef typename Container::iterator Iterator;
   317 
   318     Container nodes(countNodes(graph));
   319     typedef LeaveOrderVisitor<Graph, Iterator> Visitor;
   320     Visitor visitor(nodes.begin());
   321       
   322     DfsVisit<Graph, Visitor> dfs(graph, visitor);
   323     dfs.init();
   324     for (NodeIt it(graph); it != INVALID; ++it) {
   325       if (!dfs.reached(it)) {
   326 	dfs.addSource(it);
   327 	dfs.start();
   328       }
   329     }
   330 
   331     typedef typename Container::reverse_iterator RIterator;
   332     typedef RevGraphAdaptor<const Graph> RGraph;
   333 
   334     RGraph rgraph(graph);
   335 
   336     typedef DfsVisitor<Graph> RVisitor;
   337     RVisitor rvisitor;
   338 
   339     DfsVisit<RGraph, RVisitor> rdfs(rgraph, rvisitor);
   340 
   341     int compNum = 0;
   342 
   343     rdfs.init();
   344     for (RIterator it = nodes.rbegin(); it != nodes.rend(); ++it) {
   345       if (!rdfs.reached(*it)) {
   346 	rdfs.addSource(*it);
   347 	rdfs.start();
   348 	++compNum;
   349       }
   350     }
   351     return compNum;
   352   }
   353 
   354   /// \ingroup graph_prop
   355   ///
   356   /// \brief Find the strongly connected components of a directed graph
   357   ///
   358   /// Find the strongly connected components of a directed graph.  The
   359   /// strongly connected components are the classes of an equivalence
   360   /// relation on the nodes of the graph. Two nodes are in
   361   /// relationship when there are directed paths between them in both
   362   /// direction. In addition, the numbering of components will satisfy
   363   /// that there is no edge going from a higher numbered component to
   364   /// a lower.
   365   ///
   366   /// \image html strongly_connected_components.png
   367   /// \image latex strongly_connected_components.eps "Strongly connected components" width=\textwidth
   368   ///
   369   /// \param graph The graph.
   370   /// \retval compMap A writable node map. The values will be set from 0 to
   371   /// the number of the strongly connected components minus one. Each value 
   372   /// of the map will be set exactly once, the values of a certain component 
   373   /// will be set continuously.
   374   /// \return The number of components
   375   ///
   376   template <typename Graph, typename NodeMap>
   377   int stronglyConnectedComponents(const Graph& graph, NodeMap& compMap) {
   378     checkConcept<concepts::Graph, Graph>();
   379     typedef typename Graph::Node Node;
   380     typedef typename Graph::NodeIt NodeIt;
   381     checkConcept<concepts::WriteMap<Node, int>, NodeMap>();
   382 
   383     using namespace _topology_bits;
   384     
   385     typedef std::vector<Node> Container;
   386     typedef typename Container::iterator Iterator;
   387 
   388     Container nodes(countNodes(graph));
   389     typedef LeaveOrderVisitor<Graph, Iterator> Visitor;
   390     Visitor visitor(nodes.begin());
   391       
   392     DfsVisit<Graph, Visitor> dfs(graph, visitor);
   393     dfs.init();
   394     for (NodeIt it(graph); it != INVALID; ++it) {
   395       if (!dfs.reached(it)) {
   396 	dfs.addSource(it);
   397 	dfs.start();
   398       }
   399     }
   400 
   401     typedef typename Container::reverse_iterator RIterator;
   402     typedef RevGraphAdaptor<const Graph> RGraph;
   403 
   404     RGraph rgraph(graph);
   405 
   406     int compNum = 0;
   407 
   408     typedef FillMapVisitor<RGraph, NodeMap> RVisitor;
   409     RVisitor rvisitor(compMap, compNum);
   410 
   411     DfsVisit<RGraph, RVisitor> rdfs(rgraph, rvisitor);
   412 
   413     rdfs.init();
   414     for (RIterator it = nodes.rbegin(); it != nodes.rend(); ++it) {
   415       if (!rdfs.reached(*it)) {
   416 	rdfs.addSource(*it);
   417 	rdfs.start();
   418 	++compNum;
   419       }
   420     }
   421     return compNum;
   422   }
   423 
   424   /// \ingroup graph_prop
   425   ///
   426   /// \brief Find the cut edges of the strongly connected components.
   427   ///
   428   /// Find the cut edges of the strongly connected components.
   429   /// The strongly connected components are the classes of an equivalence
   430   /// relation on the nodes of the graph. Two nodes are in relationship
   431   /// when there are directed paths between them in both direction.
   432   /// The strongly connected components are separated by the cut edges.
   433   ///
   434   /// \param graph The graph.
   435   /// \retval cutMap A writable node map. The values will be set true when the
   436   /// edge is a cut edge.
   437   ///
   438   /// \return The number of cut edges
   439   template <typename Graph, typename EdgeMap>
   440   int stronglyConnectedCutEdges(const Graph& graph, EdgeMap& cutMap) {
   441     checkConcept<concepts::Graph, Graph>();
   442     typedef typename Graph::Node Node;
   443     typedef typename Graph::Edge Edge;
   444     typedef typename Graph::NodeIt NodeIt;
   445     checkConcept<concepts::WriteMap<Edge, bool>, EdgeMap>();
   446 
   447     using namespace _topology_bits;
   448     
   449     typedef std::vector<Node> Container;
   450     typedef typename Container::iterator Iterator;
   451 
   452     Container nodes(countNodes(graph));
   453     typedef LeaveOrderVisitor<Graph, Iterator> Visitor;
   454     Visitor visitor(nodes.begin());
   455       
   456     DfsVisit<Graph, Visitor> dfs(graph, visitor);
   457     dfs.init();
   458     for (NodeIt it(graph); it != INVALID; ++it) {
   459       if (!dfs.reached(it)) {
   460 	dfs.addSource(it);
   461 	dfs.start();
   462       }
   463     }
   464 
   465     typedef typename Container::reverse_iterator RIterator;
   466     typedef RevGraphAdaptor<const Graph> RGraph;
   467 
   468     RGraph rgraph(graph);
   469 
   470     int cutNum = 0;
   471 
   472     typedef StronglyConnectedCutEdgesVisitor<RGraph, EdgeMap> RVisitor;
   473     RVisitor rvisitor(rgraph, cutMap, cutNum);
   474 
   475     DfsVisit<RGraph, RVisitor> rdfs(rgraph, rvisitor);
   476 
   477     rdfs.init();
   478     for (RIterator it = nodes.rbegin(); it != nodes.rend(); ++it) {
   479       if (!rdfs.reached(*it)) {
   480 	rdfs.addSource(*it);
   481 	rdfs.start();
   482       }
   483     }
   484     return cutNum;
   485   }
   486 
   487   namespace _topology_bits {
   488     
   489     template <typename Graph>
   490     class CountBiNodeConnectedComponentsVisitor : public DfsVisitor<Graph> {
   491     public:
   492       typedef typename Graph::Node Node;
   493       typedef typename Graph::Edge Edge;
   494       typedef typename Graph::UEdge UEdge;
   495 
   496       CountBiNodeConnectedComponentsVisitor(const Graph& graph, int &compNum) 
   497 	: _graph(graph), _compNum(compNum), 
   498 	  _numMap(graph), _retMap(graph), _predMap(graph), _num(0) {}
   499 
   500       void start(const Node& node) {
   501 	_predMap.set(node, INVALID);
   502       }
   503       
   504       void reach(const Node& node) {
   505 	_numMap.set(node, _num);
   506 	_retMap.set(node, _num);
   507 	++_num;
   508       }
   509 
   510       void discover(const Edge& edge) {
   511 	_predMap.set(_graph.target(edge), _graph.source(edge));
   512       }
   513 
   514       void examine(const Edge& edge) {
   515 	if (_graph.source(edge) == _graph.target(edge) && 
   516 	    _graph.direction(edge)) {
   517 	  ++_compNum;
   518 	  return;
   519 	}
   520 	if (_predMap[_graph.source(edge)] == _graph.target(edge)) {
   521 	  return;
   522 	}
   523 	if (_retMap[_graph.source(edge)] > _numMap[_graph.target(edge)]) {
   524 	  _retMap.set(_graph.source(edge), _numMap[_graph.target(edge)]);
   525 	}
   526       }
   527 
   528       void backtrack(const Edge& edge) {
   529 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
   530 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
   531 	}  
   532 	if (_numMap[_graph.source(edge)] <= _retMap[_graph.target(edge)]) {
   533 	  ++_compNum;
   534 	}
   535       }
   536       
   537     private:
   538       const Graph& _graph;
   539       int& _compNum; 
   540 
   541       typename Graph::template NodeMap<int> _numMap;
   542       typename Graph::template NodeMap<int> _retMap;
   543       typename Graph::template NodeMap<Node> _predMap;
   544       int _num;
   545     };
   546 
   547     template <typename Graph, typename EdgeMap>
   548     class BiNodeConnectedComponentsVisitor : public DfsVisitor<Graph> {
   549     public:
   550       typedef typename Graph::Node Node;
   551       typedef typename Graph::Edge Edge;
   552       typedef typename Graph::UEdge UEdge;
   553 
   554       BiNodeConnectedComponentsVisitor(const Graph& graph, 
   555 				       EdgeMap& compMap, int &compNum) 
   556 	: _graph(graph), _compMap(compMap), _compNum(compNum), 
   557 	  _numMap(graph), _retMap(graph), _predMap(graph), _num(0) {}
   558 
   559       void start(const Node& node) {
   560 	_predMap.set(node, INVALID);
   561       }
   562       
   563       void reach(const Node& node) {
   564 	_numMap.set(node, _num);
   565 	_retMap.set(node, _num);
   566 	++_num;
   567       }
   568 
   569       void discover(const Edge& edge) {
   570 	Node target = _graph.target(edge);
   571 	_predMap.set(target, edge);
   572 	_edgeStack.push(edge);
   573       }
   574 
   575       void examine(const Edge& edge) {
   576 	Node source = _graph.source(edge);
   577 	Node target = _graph.target(edge);
   578 	if (source == target && _graph.direction(edge)) {
   579 	  _compMap.set(edge, _compNum);
   580 	  ++_compNum;
   581 	  return;
   582 	}
   583 	if (_numMap[target] < _numMap[source]) {
   584 	  if (_predMap[source] != _graph.oppositeEdge(edge)) {
   585 	    _edgeStack.push(edge);
   586 	  }
   587 	}
   588 	if (_predMap[source] != INVALID && 
   589 	    target == _graph.source(_predMap[source])) {
   590 	  return;
   591 	}
   592 	if (_retMap[source] > _numMap[target]) {
   593 	  _retMap.set(source, _numMap[target]);
   594 	}
   595       }
   596 
   597       void backtrack(const Edge& edge) {
   598 	Node source = _graph.source(edge);
   599 	Node target = _graph.target(edge);
   600 	if (_retMap[source] > _retMap[target]) {
   601 	  _retMap.set(source, _retMap[target]);
   602 	}  
   603 	if (_numMap[source] <= _retMap[target]) {
   604 	  while (_edgeStack.top() != edge) {
   605 	    _compMap.set(_edgeStack.top(), _compNum);
   606 	    _edgeStack.pop();
   607 	  }
   608 	  _compMap.set(edge, _compNum);
   609 	  _edgeStack.pop();
   610 	  ++_compNum;
   611 	}
   612       }
   613       
   614     private:
   615       const Graph& _graph;
   616       EdgeMap& _compMap;
   617       int& _compNum; 
   618 
   619       typename Graph::template NodeMap<int> _numMap;
   620       typename Graph::template NodeMap<int> _retMap;
   621       typename Graph::template NodeMap<Edge> _predMap;
   622       std::stack<UEdge> _edgeStack;
   623       int _num;
   624     };
   625 
   626 
   627     template <typename Graph, typename NodeMap>
   628     class BiNodeConnectedCutNodesVisitor : public DfsVisitor<Graph> {
   629     public:
   630       typedef typename Graph::Node Node;
   631       typedef typename Graph::Edge Edge;
   632       typedef typename Graph::UEdge UEdge;
   633 
   634       BiNodeConnectedCutNodesVisitor(const Graph& graph, NodeMap& cutMap,
   635 				     int& cutNum) 
   636 	: _graph(graph), _cutMap(cutMap), _cutNum(cutNum),
   637 	  _numMap(graph), _retMap(graph), _predMap(graph), _num(0) {}
   638 
   639       void start(const Node& node) {
   640 	_predMap.set(node, INVALID);
   641 	rootCut = false;
   642       }
   643       
   644       void reach(const Node& node) {
   645 	_numMap.set(node, _num);
   646 	_retMap.set(node, _num);
   647 	++_num;
   648       }
   649 
   650       void discover(const Edge& edge) {
   651 	_predMap.set(_graph.target(edge), _graph.source(edge));
   652       }
   653 
   654       void examine(const Edge& edge) {
   655 	if (_graph.source(edge) == _graph.target(edge) && 
   656 	    _graph.direction(edge)) {
   657 	  if (!_cutMap[_graph.source(edge)]) {
   658 	    _cutMap.set(_graph.source(edge), true);
   659 	    ++_cutNum;
   660 	  }
   661 	  return;
   662 	}
   663 	if (_predMap[_graph.source(edge)] == _graph.target(edge)) return;
   664 	if (_retMap[_graph.source(edge)] > _numMap[_graph.target(edge)]) {
   665 	  _retMap.set(_graph.source(edge), _numMap[_graph.target(edge)]);
   666 	}
   667       }
   668 
   669       void backtrack(const Edge& edge) {
   670 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
   671 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
   672 	}  
   673 	if (_numMap[_graph.source(edge)] <= _retMap[_graph.target(edge)]) {
   674 	  if (_predMap[_graph.source(edge)] != INVALID) {
   675 	    if (!_cutMap[_graph.source(edge)]) {
   676 	      _cutMap.set(_graph.source(edge), true);
   677 	      ++_cutNum;
   678 	    }
   679 	  } else if (rootCut) {
   680 	    if (!_cutMap[_graph.source(edge)]) {
   681 	      _cutMap.set(_graph.source(edge), true);
   682 	      ++_cutNum;
   683 	    }
   684 	  } else {
   685 	    rootCut = true;
   686 	  }
   687 	}
   688       }
   689       
   690     private:
   691       const Graph& _graph;
   692       NodeMap& _cutMap;
   693       int& _cutNum; 
   694 
   695       typename Graph::template NodeMap<int> _numMap;
   696       typename Graph::template NodeMap<int> _retMap;
   697       typename Graph::template NodeMap<Node> _predMap;
   698       std::stack<UEdge> _edgeStack;
   699       int _num;
   700       bool rootCut;
   701     };
   702 
   703   }
   704 
   705   template <typename UGraph>
   706   int countBiNodeConnectedComponents(const UGraph& graph);
   707 
   708   /// \ingroup graph_prop
   709   ///
   710   /// \brief Checks the graph is bi-node-connected.
   711   ///
   712   /// This function checks that the undirected graph is bi-node-connected  
   713   /// graph. The graph is bi-node-connected if any two undirected edge is 
   714   /// on same circle.
   715   ///
   716   /// \param graph The graph.
   717   /// \return %True when the graph bi-node-connected.
   718   template <typename UGraph>
   719   bool biNodeConnected(const UGraph& graph) {
   720     return countBiNodeConnectedComponents(graph) == 1;
   721   }
   722 
   723   /// \ingroup graph_prop
   724   ///
   725   /// \brief Count the biconnected components.
   726   ///
   727   /// This function finds the bi-node-connected components in an undirected 
   728   /// graph. The biconnected components are the classes of an equivalence 
   729   /// relation on the undirected edges. Two undirected edge is in relationship
   730   /// when they are on same circle.
   731   ///
   732   /// \param graph The graph.
   733   /// \return The number of components.
   734   template <typename UGraph>
   735   int countBiNodeConnectedComponents(const UGraph& graph) {
   736     checkConcept<concepts::UGraph, UGraph>();
   737     typedef typename UGraph::NodeIt NodeIt;
   738 
   739     using namespace _topology_bits;
   740 
   741     typedef CountBiNodeConnectedComponentsVisitor<UGraph> Visitor;
   742 
   743     int compNum = 0;
   744     Visitor visitor(graph, compNum);
   745 
   746     DfsVisit<UGraph, Visitor> dfs(graph, visitor);
   747     dfs.init();
   748     
   749     for (NodeIt it(graph); it != INVALID; ++it) {
   750       if (!dfs.reached(it)) {
   751 	dfs.addSource(it);
   752 	dfs.start();
   753       }
   754     }
   755     return compNum;
   756   }
   757 
   758   /// \ingroup graph_prop
   759   ///
   760   /// \brief Find the bi-node-connected components.
   761   ///
   762   /// This function finds the bi-node-connected components in an undirected 
   763   /// graph. The bi-node-connected components are the classes of an equivalence
   764   /// relation on the undirected edges. Two undirected edge are in relationship
   765   /// when they are on same circle.
   766   ///
   767   /// \image html node_biconnected_components.png
   768   /// \image latex node_biconnected_components.eps "bi-node-connected components" width=\textwidth
   769   ///
   770   /// \param graph The graph.
   771   /// \retval compMap A writable uedge map. The values will be set from 0
   772   /// to the number of the biconnected components minus one. Each values 
   773   /// of the map will be set exactly once, the values of a certain component 
   774   /// will be set continuously.
   775   /// \return The number of components.
   776   ///
   777   template <typename UGraph, typename UEdgeMap>
   778   int biNodeConnectedComponents(const UGraph& graph, 
   779 				UEdgeMap& compMap) {
   780     checkConcept<concepts::UGraph, UGraph>();
   781     typedef typename UGraph::NodeIt NodeIt;
   782     typedef typename UGraph::UEdge UEdge;
   783     checkConcept<concepts::WriteMap<UEdge, int>, UEdgeMap>();
   784 
   785     using namespace _topology_bits;
   786 
   787     typedef BiNodeConnectedComponentsVisitor<UGraph, UEdgeMap> Visitor;
   788     
   789     int compNum = 0;
   790     Visitor visitor(graph, compMap, compNum);
   791 
   792     DfsVisit<UGraph, Visitor> dfs(graph, visitor);
   793     dfs.init();
   794     
   795     for (NodeIt it(graph); it != INVALID; ++it) {
   796       if (!dfs.reached(it)) {
   797 	dfs.addSource(it);
   798 	dfs.start();
   799       }
   800     }
   801     return compNum;
   802   }
   803 
   804   /// \ingroup graph_prop
   805   ///
   806   /// \brief Find the bi-node-connected cut nodes.
   807   ///
   808   /// This function finds the bi-node-connected cut nodes in an undirected 
   809   /// graph. The bi-node-connected components are the classes of an equivalence
   810   /// relation on the undirected edges. Two undirected edges are in 
   811   /// relationship when they are on same circle. The biconnected components 
   812   /// are separted by nodes which are the cut nodes of the components.
   813   ///
   814   /// \param graph The graph.
   815   /// \retval cutMap A writable edge map. The values will be set true when
   816   /// the node separate two or more components.
   817   /// \return The number of the cut nodes.
   818   template <typename UGraph, typename NodeMap>
   819   int biNodeConnectedCutNodes(const UGraph& graph, NodeMap& cutMap) {
   820     checkConcept<concepts::UGraph, UGraph>();
   821     typedef typename UGraph::Node Node;
   822     typedef typename UGraph::NodeIt NodeIt;
   823     checkConcept<concepts::WriteMap<Node, bool>, NodeMap>();
   824 
   825     using namespace _topology_bits;
   826 
   827     typedef BiNodeConnectedCutNodesVisitor<UGraph, NodeMap> Visitor;
   828     
   829     int cutNum = 0;
   830     Visitor visitor(graph, cutMap, cutNum);
   831 
   832     DfsVisit<UGraph, Visitor> dfs(graph, visitor);
   833     dfs.init();
   834     
   835     for (NodeIt it(graph); it != INVALID; ++it) {
   836       if (!dfs.reached(it)) {
   837 	dfs.addSource(it);
   838 	dfs.start();
   839       }
   840     }
   841     return cutNum;
   842   }
   843 
   844   namespace _topology_bits {
   845     
   846     template <typename Graph>
   847     class CountBiEdgeConnectedComponentsVisitor : public DfsVisitor<Graph> {
   848     public:
   849       typedef typename Graph::Node Node;
   850       typedef typename Graph::Edge Edge;
   851       typedef typename Graph::UEdge UEdge;
   852 
   853       CountBiEdgeConnectedComponentsVisitor(const Graph& graph, int &compNum) 
   854 	: _graph(graph), _compNum(compNum), 
   855 	  _numMap(graph), _retMap(graph), _predMap(graph), _num(0) {}
   856 
   857       void start(const Node& node) {
   858 	_predMap.set(node, INVALID);
   859       }
   860       
   861       void reach(const Node& node) {
   862 	_numMap.set(node, _num);
   863 	_retMap.set(node, _num);
   864 	++_num;
   865       }
   866       
   867       void leave(const Node& node) {
   868 	if (_numMap[node] <= _retMap[node]) {
   869 	  ++_compNum;
   870 	}	
   871       }
   872 
   873       void discover(const Edge& edge) {
   874 	_predMap.set(_graph.target(edge), edge);
   875       }
   876 
   877       void examine(const Edge& edge) {
   878 	if (_predMap[_graph.source(edge)] == _graph.oppositeEdge(edge)) {
   879 	  return;
   880 	}
   881 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
   882 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
   883 	}
   884       }
   885 
   886       void backtrack(const Edge& edge) {
   887 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
   888 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
   889 	}  
   890       }
   891       
   892     private:
   893       const Graph& _graph;
   894       int& _compNum; 
   895 
   896       typename Graph::template NodeMap<int> _numMap;
   897       typename Graph::template NodeMap<int> _retMap;
   898       typename Graph::template NodeMap<Edge> _predMap;
   899       int _num;
   900     };
   901 
   902     template <typename Graph, typename NodeMap>
   903     class BiEdgeConnectedComponentsVisitor : public DfsVisitor<Graph> {
   904     public:
   905       typedef typename Graph::Node Node;
   906       typedef typename Graph::Edge Edge;
   907       typedef typename Graph::UEdge UEdge;
   908 
   909       BiEdgeConnectedComponentsVisitor(const Graph& graph, 
   910 				       NodeMap& compMap, int &compNum) 
   911 	: _graph(graph), _compMap(compMap), _compNum(compNum), 
   912 	  _numMap(graph), _retMap(graph), _predMap(graph), _num(0) {}
   913 
   914       void start(const Node& node) {
   915 	_predMap.set(node, INVALID);
   916       }
   917       
   918       void reach(const Node& node) {
   919 	_numMap.set(node, _num);
   920 	_retMap.set(node, _num);
   921 	_nodeStack.push(node);
   922 	++_num;
   923       }
   924       
   925       void leave(const Node& node) {
   926 	if (_numMap[node] <= _retMap[node]) {
   927 	  while (_nodeStack.top() != node) {
   928 	    _compMap.set(_nodeStack.top(), _compNum);
   929 	    _nodeStack.pop();
   930 	  }
   931 	  _compMap.set(node, _compNum);
   932 	  _nodeStack.pop();
   933 	  ++_compNum;
   934 	}	
   935       }
   936 
   937       void discover(const Edge& edge) {
   938 	_predMap.set(_graph.target(edge), edge);
   939       }
   940 
   941       void examine(const Edge& edge) {
   942 	if (_predMap[_graph.source(edge)] == _graph.oppositeEdge(edge)) {
   943 	  return;
   944 	}
   945 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
   946 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
   947 	}
   948       }
   949 
   950       void backtrack(const Edge& edge) {
   951 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
   952 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
   953 	}  
   954       }
   955       
   956     private:
   957       const Graph& _graph;
   958       NodeMap& _compMap;
   959       int& _compNum; 
   960 
   961       typename Graph::template NodeMap<int> _numMap;
   962       typename Graph::template NodeMap<int> _retMap;
   963       typename Graph::template NodeMap<Edge> _predMap;
   964       std::stack<Node> _nodeStack;
   965       int _num;
   966     };
   967 
   968 
   969     template <typename Graph, typename EdgeMap>
   970     class BiEdgeConnectedCutEdgesVisitor : public DfsVisitor<Graph> {
   971     public:
   972       typedef typename Graph::Node Node;
   973       typedef typename Graph::Edge Edge;
   974       typedef typename Graph::UEdge UEdge;
   975 
   976       BiEdgeConnectedCutEdgesVisitor(const Graph& graph, 
   977 				     EdgeMap& cutMap, int &cutNum) 
   978 	: _graph(graph), _cutMap(cutMap), _cutNum(cutNum), 
   979 	  _numMap(graph), _retMap(graph), _predMap(graph), _num(0) {}
   980 
   981       void start(const Node& node) {
   982 	_predMap[node] = INVALID;
   983       }
   984       
   985       void reach(const Node& node) {
   986 	_numMap.set(node, _num);
   987 	_retMap.set(node, _num);
   988 	++_num;
   989       }
   990       
   991       void leave(const Node& node) {
   992 	if (_numMap[node] <= _retMap[node]) {
   993 	  if (_predMap[node] != INVALID) {
   994 	    _cutMap.set(_predMap[node], true);
   995 	    ++_cutNum;
   996 	  }
   997 	}	
   998       }
   999 
  1000       void discover(const Edge& edge) {
  1001 	_predMap.set(_graph.target(edge), edge);
  1002       }
  1003 
  1004       void examine(const Edge& edge) {
  1005 	if (_predMap[_graph.source(edge)] == _graph.oppositeEdge(edge)) {
  1006 	  return;
  1007 	}
  1008 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
  1009 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
  1010 	}
  1011       }
  1012 
  1013       void backtrack(const Edge& edge) {
  1014 	if (_retMap[_graph.source(edge)] > _retMap[_graph.target(edge)]) {
  1015 	  _retMap.set(_graph.source(edge), _retMap[_graph.target(edge)]);
  1016 	}  
  1017       }
  1018       
  1019     private:
  1020       const Graph& _graph;
  1021       EdgeMap& _cutMap;
  1022       int& _cutNum; 
  1023 
  1024       typename Graph::template NodeMap<int> _numMap;
  1025       typename Graph::template NodeMap<int> _retMap;
  1026       typename Graph::template NodeMap<Edge> _predMap;
  1027       int _num;
  1028     };
  1029   }
  1030 
  1031   template <typename UGraph>
  1032   int countBiEdgeConnectedComponents(const UGraph& graph);
  1033 
  1034   /// \ingroup graph_prop
  1035   ///
  1036   /// \brief Checks that the graph is bi-edge-connected.
  1037   ///
  1038   /// This function checks that the graph is bi-edge-connected. The undirected
  1039   /// graph is bi-edge-connected when any two nodes are connected with two
  1040   /// edge-disjoint paths.
  1041   ///
  1042   /// \param graph The undirected graph.
  1043   /// \return The number of components.
  1044   template <typename UGraph>
  1045   bool biEdgeConnected(const UGraph& graph) { 
  1046     return countBiEdgeConnectedComponents(graph) == 1;
  1047   }
  1048 
  1049   /// \ingroup graph_prop
  1050   ///
  1051   /// \brief Count the bi-edge-connected components.
  1052   ///
  1053   /// This function count the bi-edge-connected components in an undirected 
  1054   /// graph. The bi-edge-connected components are the classes of an equivalence
  1055   /// relation on the nodes. Two nodes are in relationship when they are  
  1056   /// connected with at least two edge-disjoint paths.
  1057   ///
  1058   /// \param graph The undirected graph.
  1059   /// \return The number of components.
  1060   template <typename UGraph>
  1061   int countBiEdgeConnectedComponents(const UGraph& graph) { 
  1062     checkConcept<concepts::UGraph, UGraph>();
  1063     typedef typename UGraph::NodeIt NodeIt;
  1064 
  1065     using namespace _topology_bits;
  1066 
  1067     typedef CountBiEdgeConnectedComponentsVisitor<UGraph> Visitor;
  1068     
  1069     int compNum = 0;
  1070     Visitor visitor(graph, compNum);
  1071 
  1072     DfsVisit<UGraph, Visitor> dfs(graph, visitor);
  1073     dfs.init();
  1074     
  1075     for (NodeIt it(graph); it != INVALID; ++it) {
  1076       if (!dfs.reached(it)) {
  1077 	dfs.addSource(it);
  1078 	dfs.start();
  1079       }
  1080     }
  1081     return compNum;
  1082   }
  1083 
  1084   /// \ingroup graph_prop
  1085   ///
  1086   /// \brief Find the bi-edge-connected components.
  1087   ///
  1088   /// This function finds the bi-edge-connected components in an undirected 
  1089   /// graph. The bi-edge-connected components are the classes of an equivalence
  1090   /// relation on the nodes. Two nodes are in relationship when they are  
  1091   /// connected at least two edge-disjoint paths.
  1092   ///
  1093   /// \image html edge_biconnected_components.png
  1094   /// \image latex edge_biconnected_components.eps "bi-edge-connected components" width=\textwidth
  1095   ///
  1096   /// \param graph The graph.
  1097   /// \retval compMap A writable node map. The values will be set from 0 to
  1098   /// the number of the biconnected components minus one. Each values 
  1099   /// of the map will be set exactly once, the values of a certain component 
  1100   /// will be set continuously.
  1101   /// \return The number of components.
  1102   ///
  1103   template <typename UGraph, typename NodeMap>
  1104   int biEdgeConnectedComponents(const UGraph& graph, NodeMap& compMap) { 
  1105     checkConcept<concepts::UGraph, UGraph>();
  1106     typedef typename UGraph::NodeIt NodeIt;
  1107     typedef typename UGraph::Node Node;
  1108     checkConcept<concepts::WriteMap<Node, int>, NodeMap>();
  1109 
  1110     using namespace _topology_bits;
  1111 
  1112     typedef BiEdgeConnectedComponentsVisitor<UGraph, NodeMap> Visitor;
  1113     
  1114     int compNum = 0;
  1115     Visitor visitor(graph, compMap, compNum);
  1116 
  1117     DfsVisit<UGraph, Visitor> dfs(graph, visitor);
  1118     dfs.init();
  1119     
  1120     for (NodeIt it(graph); it != INVALID; ++it) {
  1121       if (!dfs.reached(it)) {
  1122 	dfs.addSource(it);
  1123 	dfs.start();
  1124       }
  1125     }
  1126     return compNum;
  1127   }
  1128 
  1129   /// \ingroup graph_prop
  1130   ///
  1131   /// \brief Find the bi-edge-connected cut edges.
  1132   ///
  1133   /// This function finds the bi-edge-connected components in an undirected 
  1134   /// graph. The bi-edge-connected components are the classes of an equivalence
  1135   /// relation on the nodes. Two nodes are in relationship when they are 
  1136   /// connected with at least two edge-disjoint paths. The bi-edge-connected 
  1137   /// components are separted by edges which are the cut edges of the 
  1138   /// components.
  1139   ///
  1140   /// \param graph The graph.
  1141   /// \retval cutMap A writable node map. The values will be set true when the
  1142   /// edge is a cut edge.
  1143   /// \return The number of cut edges.
  1144   template <typename UGraph, typename UEdgeMap>
  1145   int biEdgeConnectedCutEdges(const UGraph& graph, UEdgeMap& cutMap) { 
  1146     checkConcept<concepts::UGraph, UGraph>();
  1147     typedef typename UGraph::NodeIt NodeIt;
  1148     typedef typename UGraph::UEdge UEdge;
  1149     checkConcept<concepts::WriteMap<UEdge, bool>, UEdgeMap>();
  1150 
  1151     using namespace _topology_bits;
  1152 
  1153     typedef BiEdgeConnectedCutEdgesVisitor<UGraph, UEdgeMap> Visitor;
  1154     
  1155     int cutNum = 0;
  1156     Visitor visitor(graph, cutMap, cutNum);
  1157 
  1158     DfsVisit<UGraph, Visitor> dfs(graph, visitor);
  1159     dfs.init();
  1160     
  1161     for (NodeIt it(graph); it != INVALID; ++it) {
  1162       if (!dfs.reached(it)) {
  1163 	dfs.addSource(it);
  1164 	dfs.start();
  1165       }
  1166     }
  1167     return cutNum;
  1168   }
  1169 
  1170 
  1171   namespace _topology_bits {
  1172     
  1173     template <typename Graph, typename IntNodeMap>
  1174     class TopologicalSortVisitor : public DfsVisitor<Graph> {
  1175     public:
  1176       typedef typename Graph::Node Node;
  1177       typedef typename Graph::Edge edge;
  1178 
  1179       TopologicalSortVisitor(IntNodeMap& order, int num) 
  1180 	: _order(order), _num(num) {}
  1181       
  1182       void leave(const Node& node) {
  1183 	_order.set(node, --_num);
  1184       }
  1185 
  1186     private:
  1187       IntNodeMap& _order;
  1188       int _num;
  1189     };
  1190     
  1191   }
  1192 
  1193   /// \ingroup graph_prop
  1194   ///
  1195   /// \brief Sort the nodes of a DAG into topolgical order.
  1196   ///
  1197   /// Sort the nodes of a DAG into topolgical order.
  1198   ///
  1199   /// \param graph The graph. It should be directed and acyclic.
  1200   /// \retval order A writable node map. The values will be set from 0 to
  1201   /// the number of the nodes in the graph minus one. Each values of the map
  1202   /// will be set exactly once, the values  will be set descending order.
  1203   ///
  1204   /// \see checkedTopologicalSort
  1205   /// \see dag
  1206   template <typename Graph, typename NodeMap>
  1207   void topologicalSort(const Graph& graph, NodeMap& order) {
  1208     using namespace _topology_bits;
  1209 
  1210     checkConcept<concepts::Graph, Graph>();
  1211     checkConcept<concepts::WriteMap<typename Graph::Node, int>, NodeMap>();
  1212 
  1213     typedef typename Graph::Node Node;
  1214     typedef typename Graph::NodeIt NodeIt;
  1215     typedef typename Graph::Edge Edge;
  1216 
  1217     TopologicalSortVisitor<Graph, NodeMap> 
  1218       visitor(order, countNodes(graph)); 
  1219 
  1220     DfsVisit<Graph, TopologicalSortVisitor<Graph, NodeMap> >
  1221       dfs(graph, visitor);
  1222 
  1223     dfs.init();
  1224     for (NodeIt it(graph); it != INVALID; ++it) {
  1225       if (!dfs.reached(it)) {
  1226 	dfs.addSource(it);
  1227 	dfs.start();
  1228       }
  1229     }    
  1230   }
  1231 
  1232   /// \ingroup graph_prop
  1233   ///
  1234   /// \brief Sort the nodes of a DAG into topolgical order.
  1235   ///
  1236   /// Sort the nodes of a DAG into topolgical order. It also checks
  1237   /// that the given graph is DAG.
  1238   ///
  1239   /// \param graph The graph. It should be directed and acyclic.
  1240   /// \retval order A readable - writable node map. The values will be set 
  1241   /// from 0 to the number of the nodes in the graph minus one. Each values 
  1242   /// of the map will be set exactly once, the values will be set descending 
  1243   /// order.
  1244   /// \return %False when the graph is not DAG.
  1245   ///
  1246   /// \see topologicalSort
  1247   /// \see dag
  1248   template <typename Graph, typename NodeMap>
  1249   bool checkedTopologicalSort(const Graph& graph, NodeMap& order) {
  1250     using namespace _topology_bits;
  1251 
  1252     checkConcept<concepts::Graph, Graph>();
  1253     checkConcept<concepts::ReadWriteMap<typename Graph::Node, int>, NodeMap>();
  1254 
  1255     typedef typename Graph::Node Node;
  1256     typedef typename Graph::NodeIt NodeIt;
  1257     typedef typename Graph::Edge Edge;
  1258 
  1259     order = constMap<Node, int, -1>();
  1260 
  1261     TopologicalSortVisitor<Graph, NodeMap> 
  1262       visitor(order, countNodes(graph)); 
  1263 
  1264     DfsVisit<Graph, TopologicalSortVisitor<Graph, NodeMap> >
  1265       dfs(graph, visitor);
  1266 
  1267     dfs.init();
  1268     for (NodeIt it(graph); it != INVALID; ++it) {
  1269       if (!dfs.reached(it)) {
  1270 	dfs.addSource(it);
  1271 	while (!dfs.emptyQueue()) {
  1272  	  Edge edge = dfs.nextEdge();
  1273  	  Node target = graph.target(edge);
  1274  	  if (dfs.reached(target) && order[target] == -1) {
  1275  	    return false;
  1276  	  }
  1277  	  dfs.processNextEdge();
  1278  	}
  1279       }
  1280     }
  1281     return true;
  1282   }
  1283 
  1284   /// \ingroup graph_prop
  1285   ///
  1286   /// \brief Check that the given directed graph is a DAG.
  1287   ///
  1288   /// Check that the given directed graph is a DAG. The DAG is
  1289   /// an Directed Acyclic Graph.
  1290   /// \return %False when the graph is not DAG.
  1291   /// \see acyclic
  1292   template <typename Graph>
  1293   bool dag(const Graph& graph) {
  1294 
  1295     checkConcept<concepts::Graph, Graph>();
  1296 
  1297     typedef typename Graph::Node Node;
  1298     typedef typename Graph::NodeIt NodeIt;
  1299     typedef typename Graph::Edge Edge;
  1300 
  1301     typedef typename Graph::template NodeMap<bool> ProcessedMap;
  1302 
  1303     typename Dfs<Graph>::template DefProcessedMap<ProcessedMap>::
  1304       Create dfs(graph);
  1305 
  1306     ProcessedMap processed(graph);
  1307     dfs.processedMap(processed);
  1308 
  1309     dfs.init();
  1310     for (NodeIt it(graph); it != INVALID; ++it) {
  1311       if (!dfs.reached(it)) {
  1312 	dfs.addSource(it);
  1313 	while (!dfs.emptyQueue()) {
  1314 	  Edge edge = dfs.nextEdge();
  1315 	  Node target = graph.target(edge);
  1316 	  if (dfs.reached(target) && !processed[target]) {
  1317 	    return false;
  1318 	  }
  1319 	  dfs.processNextEdge();
  1320 	}
  1321       }
  1322     }    
  1323     return true;
  1324   }
  1325 
  1326   /// \ingroup graph_prop
  1327   ///
  1328   /// \brief Check that the given undirected graph is acyclic.
  1329   ///
  1330   /// Check that the given undirected graph acyclic.
  1331   /// \param graph The undirected graph.
  1332   /// \return %True when there is no circle in the graph.
  1333   /// \see dag
  1334   template <typename UGraph>
  1335   bool acyclic(const UGraph& graph) {
  1336     checkConcept<concepts::UGraph, UGraph>();
  1337     typedef typename UGraph::Node Node;
  1338     typedef typename UGraph::NodeIt NodeIt;
  1339     typedef typename UGraph::Edge Edge;
  1340     Dfs<UGraph> dfs(graph);
  1341     dfs.init();
  1342     for (NodeIt it(graph); it != INVALID; ++it) {
  1343       if (!dfs.reached(it)) {
  1344 	dfs.addSource(it);
  1345 	while (!dfs.emptyQueue()) {
  1346 	  Edge edge = dfs.nextEdge();
  1347 	  Node source = graph.source(edge);
  1348 	  Node target = graph.target(edge);
  1349 	  if (dfs.reached(target) && 
  1350 	      dfs.predEdge(source) != graph.oppositeEdge(edge)) {
  1351 	    return false;
  1352 	  }
  1353 	  dfs.processNextEdge();
  1354 	}
  1355       }
  1356     }
  1357     return true;
  1358   }
  1359 
  1360   /// \ingroup graph_prop
  1361   ///
  1362   /// \brief Check that the given undirected graph is tree.
  1363   ///
  1364   /// Check that the given undirected graph is tree.
  1365   /// \param graph The undirected graph.
  1366   /// \return %True when the graph is acyclic and connected.
  1367   template <typename UGraph>
  1368   bool tree(const UGraph& graph) {
  1369     checkConcept<concepts::UGraph, UGraph>();
  1370     typedef typename UGraph::Node Node;
  1371     typedef typename UGraph::NodeIt NodeIt;
  1372     typedef typename UGraph::Edge Edge;
  1373     Dfs<UGraph> dfs(graph);
  1374     dfs.init();
  1375     dfs.addSource(NodeIt(graph));
  1376     while (!dfs.emptyQueue()) {
  1377       Edge edge = dfs.nextEdge();
  1378       Node source = graph.source(edge);
  1379       Node target = graph.target(edge);
  1380       if (dfs.reached(target) && 
  1381 	  dfs.predEdge(source) != graph.oppositeEdge(edge)) {
  1382 	return false;
  1383       }
  1384       dfs.processNextEdge();
  1385     }
  1386     for (NodeIt it(graph); it != INVALID; ++it) {
  1387       if (!dfs.reached(it)) {
  1388 	return false;
  1389       }
  1390     }    
  1391     return true;
  1392   }
  1393 
  1394   namespace _topology_bits {
  1395 
  1396     template <typename Graph>
  1397     class BipartiteVisitor : public BfsVisitor<Graph> {
  1398     public:
  1399       typedef typename Graph::Edge Edge;
  1400       typedef typename Graph::Node Node;
  1401 
  1402       BipartiteVisitor(const Graph& graph, bool& bipartite) 
  1403         : _graph(graph), _part(graph), _bipartite(bipartite) {}
  1404       
  1405       void start(const Node& node) {
  1406         _part[node] = true;
  1407       }
  1408       void discover(const Edge& edge) {
  1409         _part.set(_graph.target(edge), !_part[_graph.source(edge)]);
  1410       }
  1411       void examine(const Edge& edge) {
  1412         _bipartite = _bipartite && 
  1413           _part[_graph.target(edge)] != _part[_graph.source(edge)];
  1414       }
  1415 
  1416     private:
  1417 
  1418       const Graph& _graph;
  1419       typename Graph::template NodeMap<bool> _part;
  1420       bool& _bipartite;
  1421     };
  1422 
  1423     template <typename Graph, typename PartMap>
  1424     class BipartitePartitionsVisitor : public BfsVisitor<Graph> {
  1425     public:
  1426       typedef typename Graph::Edge Edge;
  1427       typedef typename Graph::Node Node;
  1428 
  1429       BipartitePartitionsVisitor(const Graph& graph, 
  1430                                  PartMap& part, bool& bipartite) 
  1431         : _graph(graph), _part(part), _bipartite(bipartite) {}
  1432       
  1433       void start(const Node& node) {
  1434         _part.set(node, true);
  1435       }
  1436       void discover(const Edge& edge) {
  1437         _part.set(_graph.target(edge), !_part[_graph.source(edge)]);
  1438       }
  1439       void examine(const Edge& edge) {
  1440         _bipartite = _bipartite && 
  1441           _part[_graph.target(edge)] != _part[_graph.source(edge)];
  1442       }
  1443 
  1444     private:
  1445 
  1446       const Graph& _graph;
  1447       PartMap& _part;
  1448       bool& _bipartite;
  1449     };
  1450   }
  1451 
  1452   /// \ingroup graph_prop
  1453   ///
  1454   /// \brief Check if the given undirected graph is bipartite or not
  1455   ///
  1456   /// The function checks if the given undirected \c graph graph is bipartite 
  1457   /// or not. The \ref Bfs algorithm is used to calculate the result.
  1458   /// \param graph The undirected graph.
  1459   /// \return %True if \c graph is bipartite, %false otherwise.
  1460   /// \sa bipartitePartitions
  1461   ///
  1462   /// \author Balazs Attila Mihaly  
  1463   template<typename UGraph>
  1464   inline bool bipartite(const UGraph &graph){
  1465     using namespace _topology_bits;
  1466 
  1467     checkConcept<concepts::UGraph, UGraph>();
  1468     
  1469     typedef typename UGraph::NodeIt NodeIt;
  1470     typedef typename UGraph::EdgeIt EdgeIt;
  1471     
  1472     bool bipartite = true;
  1473 
  1474     BipartiteVisitor<UGraph> 
  1475       visitor(graph, bipartite);
  1476     BfsVisit<UGraph, BipartiteVisitor<UGraph> > 
  1477       bfs(graph, visitor);
  1478     bfs.init();
  1479     for(NodeIt it(graph); it != INVALID; ++it) {
  1480       if(!bfs.reached(it)){
  1481 	bfs.addSource(it);
  1482         while (!bfs.emptyQueue()) {
  1483           bfs.processNextNode();
  1484           if (!bipartite) return false;
  1485         }
  1486       }
  1487     }
  1488     return true;
  1489   }
  1490   
  1491   /// \ingroup graph_prop
  1492   ///
  1493   /// \brief Check if the given undirected graph is bipartite or not
  1494   ///
  1495   /// The function checks if the given undirected graph is bipartite 
  1496   /// or not. The  \ref  Bfs  algorithm  is   used  to  calculate the result. 
  1497   /// During the execution, the \c partMap will be set as the two 
  1498   /// partitions of the graph.
  1499   /// \param graph The undirected graph.
  1500   /// \retval partMap A writable bool map of nodes. It will be set as the
  1501   /// two partitions of the graph. 
  1502   /// \return %True if \c graph is bipartite, %false otherwise.
  1503   ///
  1504   /// \author Balazs Attila Mihaly  
  1505   ///
  1506   /// \image html bipartite_partitions.png
  1507   /// \image latex bipartite_partitions.eps "Bipartite partititions" width=\textwidth
  1508   template<typename UGraph, typename NodeMap>
  1509   inline bool bipartitePartitions(const UGraph &graph, NodeMap &partMap){
  1510     using namespace _topology_bits;
  1511 
  1512     checkConcept<concepts::UGraph, UGraph>();
  1513     
  1514     typedef typename UGraph::Node Node;
  1515     typedef typename UGraph::NodeIt NodeIt;
  1516     typedef typename UGraph::EdgeIt EdgeIt;
  1517 
  1518     bool bipartite = true;
  1519 
  1520     BipartitePartitionsVisitor<UGraph, NodeMap> 
  1521       visitor(graph, partMap, bipartite);
  1522     BfsVisit<UGraph, BipartitePartitionsVisitor<UGraph, NodeMap> > 
  1523       bfs(graph, visitor);
  1524     bfs.init();
  1525     for(NodeIt it(graph); it != INVALID; ++it) {
  1526       if(!bfs.reached(it)){
  1527 	bfs.addSource(it);
  1528         while (!bfs.emptyQueue()) {
  1529           bfs.processNextNode();
  1530           if (!bipartite) return false;
  1531         }
  1532       }
  1533     }
  1534     return true;
  1535   }
  1536 
  1537   /// \brief Returns true when there is not loop edge in the graph.
  1538   ///
  1539   /// Returns true when there is not loop edge in the graph.
  1540   template <typename Graph>
  1541   bool loopFree(const Graph& graph) {
  1542     for (typename Graph::EdgeIt it(graph); it != INVALID; ++it) {
  1543       if (graph.source(it) == graph.target(it)) return false;
  1544     }
  1545     return true;
  1546   }
  1547 
  1548   /// \brief Returns true when there is not parallel edges in the graph.
  1549   ///
  1550   /// Returns true when there is not parallel edges in the graph.
  1551   template <typename Graph>
  1552   bool parallelFree(const Graph& graph) {
  1553     typename Graph::template NodeMap<bool> reached(graph, false);
  1554     for (typename Graph::NodeIt n(graph); n != INVALID; ++n) {
  1555       for (typename Graph::OutEdgeIt e(graph, n); e != INVALID; ++e) {
  1556         if (reached[graph.target(e)]) return false;
  1557         reached.set(graph.target(e), true);
  1558       }
  1559       for (typename Graph::OutEdgeIt e(graph, n); e != INVALID; ++e) {
  1560         reached.set(graph.target(e), false);
  1561       }
  1562     }
  1563     return true;
  1564   }
  1565 
  1566   /// \brief Returns true when there is not loop edge and parallel
  1567   /// edges in the graph.
  1568   ///
  1569   /// Returns true when there is not loop edge and parallel edges in
  1570   /// the graph.
  1571   template <typename Graph>
  1572   bool simpleGraph(const Graph& graph) {
  1573     typename Graph::template NodeMap<bool> reached(graph, false);
  1574     for (typename Graph::NodeIt n(graph); n != INVALID; ++n) {
  1575       reached.set(n, true);
  1576       for (typename Graph::OutEdgeIt e(graph, n); e != INVALID; ++e) {
  1577         if (reached[graph.target(e)]) return false;
  1578         reached.set(graph.target(e), true);
  1579       }
  1580       for (typename Graph::OutEdgeIt e(graph, n); e != INVALID; ++e) {
  1581         reached.set(graph.target(e), false);
  1582       }
  1583       reached.set(n, false);
  1584     }
  1585     return true;
  1586   }
  1587    
  1588 } //namespace lemon
  1589 
  1590 #endif //LEMON_TOPOLOGY_H