lemon/floyd_warshall.h
author alpar
Fri, 19 Jan 2007 17:27:22 +0000
changeset 2347 0aaa7ada5395
parent 2260 4274224f8a7d
child 2376 0ed45a6c74b1
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     1 /* -*- C++ -*-
     2  *
     3  * This file is a part of LEMON, a generic C++ optimization library
     4  *
     5  * Copyright (C) 2003-2006
     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_FLOYD_WARSHALL_H
    20 #define LEMON_FLOYD_WARSHALL_H
    21 
    22 ///\ingroup flowalgs
    23 /// \file
    24 /// \brief FloydWarshall algorithm.
    25 ///
    26 
    27 #include <lemon/list_graph.h>
    28 #include <lemon/graph_utils.h>
    29 #include <lemon/bits/path_dump.h>
    30 #include <lemon/bits/invalid.h>
    31 #include <lemon/error.h>
    32 #include <lemon/matrix_maps.h>
    33 #include <lemon/maps.h>
    34 
    35 #include <limits>
    36 
    37 namespace lemon {
    38 
    39   /// \brief Default OperationTraits for the FloydWarshall algorithm class.
    40   ///  
    41   /// It defines all computational operations and constants which are
    42   /// used in the Floyd-Warshall algorithm. The default implementation
    43   /// is based on the numeric_limits class. If the numeric type does not
    44   /// have infinity value then the maximum value is used as extremal
    45   /// infinity value.
    46   template <
    47     typename Value, 
    48     bool has_infinity = std::numeric_limits<Value>::has_infinity>
    49   struct FloydWarshallDefaultOperationTraits {
    50     /// \brief Gives back the zero value of the type.
    51     static Value zero() {
    52       return static_cast<Value>(0);
    53     }
    54     /// \brief Gives back the positive infinity value of the type.
    55     static Value infinity() {
    56       return std::numeric_limits<Value>::infinity();
    57     }
    58     /// \brief Gives back the sum of the given two elements.
    59     static Value plus(const Value& left, const Value& right) {
    60       return left + right;
    61     }
    62     /// \brief Gives back true only if the first value less than the second.
    63     static bool less(const Value& left, const Value& right) {
    64       return left < right;
    65     }
    66   };
    67 
    68   template <typename Value>
    69   struct FloydWarshallDefaultOperationTraits<Value, false> {
    70     static Value zero() {
    71       return static_cast<Value>(0);
    72     }
    73     static Value infinity() {
    74       return std::numeric_limits<Value>::max();
    75     }
    76     static Value plus(const Value& left, const Value& right) {
    77       if (left == infinity() || right == infinity()) return infinity();
    78       return left + right;
    79     }
    80     static bool less(const Value& left, const Value& right) {
    81       return left < right;
    82     }
    83   };
    84   
    85   /// \brief Default traits class of FloydWarshall class.
    86   ///
    87   /// Default traits class of FloydWarshall class.
    88   /// \param _Graph Graph type.
    89   /// \param _LegthMap Type of length map.
    90   template<class _Graph, class _LengthMap>
    91   struct FloydWarshallDefaultTraits {
    92     /// The graph type the algorithm runs on. 
    93     typedef _Graph Graph;
    94 
    95     /// \brief The type of the map that stores the edge lengths.
    96     ///
    97     /// The type of the map that stores the edge lengths.
    98     /// It must meet the \ref concepts::ReadMap "ReadMap" concept.
    99     typedef _LengthMap LengthMap;
   100 
   101     // The type of the length of the edges.
   102     typedef typename _LengthMap::Value Value;
   103 
   104     /// \brief Operation traits for floyd-warshall algorithm.
   105     ///
   106     /// It defines the infinity type on the given Value type
   107     /// and the used operation.
   108     /// \see FloydWarshallDefaultOperationTraits
   109     typedef FloydWarshallDefaultOperationTraits<Value> OperationTraits;
   110  
   111     /// \brief The type of the matrix map that stores the last edges of the 
   112     /// shortest paths.
   113     /// 
   114     /// The type of the map that stores the last edges of the shortest paths.
   115     /// It must be a matrix map with \c Graph::Edge value type.
   116     ///
   117     typedef DynamicMatrixMap<Graph, typename Graph::Node, 
   118 			     typename Graph::Edge> PredMap;
   119 
   120     /// \brief Instantiates a PredMap.
   121     /// 
   122     /// This function instantiates a \ref PredMap. 
   123     /// \param graph is the graph,
   124     /// to which we would like to define the PredMap.
   125     /// \todo The graph alone may be insufficient for the initialization
   126     static PredMap *createPredMap(const _Graph& graph) {
   127       return new PredMap(graph);
   128     }
   129 
   130     /// \brief The type of the map that stores the dists of the nodes.
   131     ///
   132     /// The type of the map that stores the dists of the nodes.
   133     /// It must meet the \ref concepts::WriteMatrixMap "WriteMatrixMap" concept.
   134     ///
   135     typedef DynamicMatrixMap<Graph, typename Graph::Node, Value> DistMap;
   136 
   137     /// \brief Instantiates a DistMap.
   138     ///
   139     /// This function instantiates a \ref DistMap. 
   140     /// \param graph is the graph, to which we would like to define the 
   141     /// \ref DistMap
   142     static DistMap *createDistMap(const _Graph& graph) {
   143       return new DistMap(graph);
   144     }
   145 
   146   };
   147   
   148   /// \brief %FloydWarshall algorithm class.
   149   ///
   150   /// \ingroup flowalgs
   151   /// This class provides an efficient implementation of \c Floyd-Warshall 
   152   /// algorithm. The edge lengths are passed to the algorithm using a
   153   /// \ref concepts::ReadMap "ReadMap", so it is easy to change it to any 
   154   /// kind of length.
   155   ///
   156   /// The algorithm solves the shortest path problem for each pair
   157   /// of node when the edges can have negative length but the graph should
   158   /// not contain cycles with negative sum of length. If we can assume
   159   /// that all edge is non-negative in the graph then the dijkstra algorithm
   160   /// should be used from each node rather and if the graph is sparse and
   161   /// there are negative circles then the johnson algorithm.
   162   ///
   163   /// The complexity of this algorithm is \f$ O(n^3+e) \f$.
   164   ///
   165   /// The type of the length is determined by the
   166   /// \ref concepts::ReadMap::Value "Value" of the length map.
   167   ///
   168   /// \param _Graph The graph type the algorithm runs on. The default value
   169   /// is \ref ListGraph. The value of _Graph is not used directly by
   170   /// FloydWarshall, it is only passed to \ref FloydWarshallDefaultTraits.
   171   /// \param _LengthMap This read-only EdgeMap determines the lengths of the
   172   /// edges. It is read once for each edge, so the map may involve in
   173   /// relatively time consuming process to compute the edge length if
   174   /// it is necessary. The default map type is \ref
   175   /// concepts::Graph::EdgeMap "Graph::EdgeMap<int>".  The value
   176   /// of _LengthMap is not used directly by FloydWarshall, it is only passed 
   177   /// to \ref FloydWarshallDefaultTraits.  \param _Traits Traits class to set
   178   /// various data types used by the algorithm.  The default traits
   179   /// class is \ref FloydWarshallDefaultTraits
   180   /// "FloydWarshallDefaultTraits<_Graph,_LengthMap>".  See \ref
   181   /// FloydWarshallDefaultTraits for the documentation of a FloydWarshall 
   182   /// traits class.
   183   ///
   184   /// \author Balazs Dezso
   185   /// \todo A function type interface would be nice.
   186   /// \todo Implement \c nextNode() and \c nextEdge()
   187 #ifdef DOXYGEN
   188   template <typename _Graph, typename _LengthMap, typename _Traits >
   189 #else
   190   template <typename _Graph=ListGraph,
   191 	    typename _LengthMap=typename _Graph::template EdgeMap<int>,
   192 	    typename _Traits=FloydWarshallDefaultTraits<_Graph,_LengthMap> >
   193 #endif
   194   class FloydWarshall {
   195   public:
   196     
   197     /// \brief \ref Exception for uninitialized parameters.
   198     ///
   199     /// This error represents problems in the initialization
   200     /// of the parameters of the algorithms.
   201 
   202     class UninitializedParameter : public lemon::UninitializedParameter {
   203     public:
   204       virtual const char* what() const throw() {
   205 	return "lemon::FloydWarshall::UninitializedParameter";
   206       }
   207     };
   208 
   209     typedef _Traits Traits;
   210     ///The type of the underlying graph.
   211     typedef typename _Traits::Graph Graph;
   212 
   213     typedef typename Graph::Node Node;
   214     typedef typename Graph::NodeIt NodeIt;
   215     typedef typename Graph::Edge Edge;
   216     typedef typename Graph::EdgeIt EdgeIt;
   217     
   218     /// \brief The type of the length of the edges.
   219     typedef typename _Traits::LengthMap::Value Value;
   220     /// \brief The type of the map that stores the edge lengths.
   221     typedef typename _Traits::LengthMap LengthMap;
   222     /// \brief The type of the map that stores the last
   223     /// edges of the shortest paths. The type of the PredMap
   224     /// is a matrix map for Edges
   225     typedef typename _Traits::PredMap PredMap;
   226     /// \brief The type of the map that stores the dists of the nodes.
   227     /// The type of the DistMap is a matrix map for Values
   228     ///
   229     /// \todo It should rather be
   230     /// called \c DistMatrix
   231     typedef typename _Traits::DistMap DistMap;
   232     /// \brief The operation traits.
   233     typedef typename _Traits::OperationTraits OperationTraits;
   234   private:
   235     /// Pointer to the underlying graph.
   236     const Graph *graph;
   237     /// Pointer to the length map
   238     const LengthMap *length;
   239     ///Pointer to the map of predecessors edges.
   240     PredMap *_pred;
   241     ///Indicates if \ref _pred is locally allocated (\c true) or not.
   242     bool local_pred;
   243     ///Pointer to the map of distances.
   244     DistMap *_dist;
   245     ///Indicates if \ref _dist is locally allocated (\c true) or not.
   246     bool local_dist;
   247 
   248     /// Creates the maps if necessary.
   249     void create_maps() {
   250       if(!_pred) {
   251 	local_pred = true;
   252 	_pred = Traits::createPredMap(*graph);
   253       }
   254       if(!_dist) {
   255 	local_dist = true;
   256 	_dist = Traits::createDistMap(*graph);
   257       }
   258     }
   259     
   260   public :
   261  
   262     /// \name Named template parameters
   263 
   264     ///@{
   265 
   266     template <class T>
   267     struct DefPredMapTraits : public Traits {
   268       typedef T PredMap;
   269       static PredMap *createPredMap(const Graph& graph) {
   270 	throw UninitializedParameter();
   271       }
   272     };
   273 
   274     /// \brief \ref named-templ-param "Named parameter" for setting PredMap 
   275     /// type
   276     /// \ref named-templ-param "Named parameter" for setting PredMap type
   277     ///
   278     template <class T>
   279     struct DefPredMap 
   280       : public FloydWarshall< Graph, LengthMap, DefPredMapTraits<T> > {
   281       typedef FloydWarshall< Graph, LengthMap, DefPredMapTraits<T> > Create;
   282     };
   283     
   284     template <class T>
   285     struct DefDistMapTraits : public Traits {
   286       typedef T DistMap;
   287       static DistMap *createDistMap(const Graph& graph) {
   288 	throw UninitializedParameter();
   289       }
   290     };
   291     /// \brief \ref named-templ-param "Named parameter" for setting DistMap 
   292     /// type
   293     ///
   294     /// \ref named-templ-param "Named parameter" for setting DistMap type
   295     ///
   296     template <class T>
   297     struct DefDistMap 
   298       : public FloydWarshall< Graph, LengthMap, DefDistMapTraits<T> > {
   299       typedef FloydWarshall< Graph, LengthMap, DefDistMapTraits<T> > Create;
   300     };
   301     
   302     template <class T>
   303     struct DefOperationTraitsTraits : public Traits {
   304       typedef T OperationTraits;
   305     };
   306     
   307     /// \brief \ref named-templ-param "Named parameter" for setting 
   308     /// OperationTraits type
   309     ///
   310     /// \ref named-templ-param "Named parameter" for setting PredMap type
   311     template <class T>
   312     struct DefOperationTraits
   313       : public FloydWarshall< Graph, LengthMap, DefOperationTraitsTraits<T> > {
   314       typedef FloydWarshall< Graph, LengthMap, DefOperationTraitsTraits<T> >
   315       Create;
   316     };
   317     
   318     ///@}
   319 
   320   protected:
   321 
   322     FloydWarshall() {}
   323 
   324   public:      
   325 
   326     typedef FloydWarshall Create;
   327     
   328     /// \brief Constructor.
   329     ///
   330     /// \param _graph the graph the algorithm will run on.
   331     /// \param _length the length map used by the algorithm.
   332     FloydWarshall(const Graph& _graph, const LengthMap& _length) :
   333       graph(&_graph), length(&_length),
   334       _pred(0), local_pred(false),
   335       _dist(0), local_dist(false) {}
   336     
   337     ///Destructor.
   338     ~FloydWarshall() {
   339       if(local_pred) delete _pred;
   340       if(local_dist) delete _dist;
   341     }
   342 
   343     /// \brief Sets the length map.
   344     ///
   345     /// Sets the length map.
   346     /// \return \c (*this)
   347     FloydWarshall &lengthMap(const LengthMap &m) {
   348       length = &m;
   349       return *this;
   350     }
   351 
   352     /// \brief Sets the map storing the predecessor edges.
   353     ///
   354     /// Sets the map storing the predecessor edges.
   355     /// If you don't use this function before calling \ref run(),
   356     /// it will allocate one. The destuctor deallocates this
   357     /// automatically allocated map, of course.
   358     /// \return \c (*this)
   359     FloydWarshall &predMap(PredMap &m) {
   360       if(local_pred) {
   361 	delete _pred;
   362 	local_pred=false;
   363       }
   364       _pred = &m;
   365       return *this;
   366     }
   367 
   368     /// \brief Sets the map storing the distances calculated by the algorithm.
   369     ///
   370     /// Sets the map storing the distances calculated by the algorithm.
   371     /// If you don't use this function before calling \ref run(),
   372     /// it will allocate one. The destuctor deallocates this
   373     /// automatically allocated map, of course.
   374     /// \return \c (*this)
   375     FloydWarshall &distMap(DistMap &m) {
   376       if(local_dist) {
   377 	delete _dist;
   378 	local_dist=false;
   379       }
   380       _dist = &m;
   381       return *this;
   382     }
   383 
   384     ///\name Execution control
   385     /// The simplest way to execute the algorithm is to use
   386     /// one of the member functions called \c run(...).
   387     /// \n
   388     /// If you need more control on the execution,
   389     /// Finally \ref start() will perform the actual path
   390     /// computation.
   391 
   392     ///@{
   393 
   394     /// \brief Initializes the internal data structures.
   395     /// 
   396     /// Initializes the internal data structures.
   397     void init() {
   398       create_maps();
   399       for (NodeIt it(*graph); it != INVALID; ++it) {
   400 	for (NodeIt jt(*graph); jt != INVALID; ++jt) {
   401 	  _pred->set(it, jt, INVALID);
   402 	  _dist->set(it, jt, OperationTraits::infinity());
   403 	}
   404 	_dist->set(it, it, OperationTraits::zero());
   405       }
   406       for (EdgeIt it(*graph); it != INVALID; ++it) {
   407 	Node source = graph->source(it);
   408 	Node target = graph->target(it);	
   409 	if (OperationTraits::less((*length)[it], (*_dist)(source, target))) {
   410 	  _dist->set(source, target, (*length)[it]);
   411 	  _pred->set(source, target, it);
   412 	}
   413       }
   414     }
   415     
   416     /// \brief Executes the algorithm.
   417     ///
   418     /// This method runs the %FloydWarshall algorithm in order to compute 
   419     /// the shortest path to each node pairs. The algorithm 
   420     /// computes 
   421     /// - The shortest path tree for each node.
   422     /// - The distance between each node pairs.
   423     void start() {
   424       for (NodeIt kt(*graph); kt != INVALID; ++kt) {
   425 	for (NodeIt it(*graph); it != INVALID; ++it) {
   426 	  for (NodeIt jt(*graph); jt != INVALID; ++jt) {
   427 	    Value relaxed = OperationTraits::plus((*_dist)(it, kt),
   428 						  (*_dist)(kt, jt));
   429 	    if (OperationTraits::less(relaxed, (*_dist)(it, jt))) {
   430 	      _dist->set(it, jt, relaxed);
   431 	      _pred->set(it, jt, (*_pred)(kt, jt));
   432 	    }
   433 	  }
   434 	}
   435       }
   436     }
   437 
   438     /// \brief Executes the algorithm and checks the negative cycles.
   439     ///
   440     /// This method runs the %FloydWarshall algorithm in order to compute 
   441     /// the shortest path to each node pairs. If there is a negative cycle 
   442     /// in the graph it gives back false. 
   443     /// The algorithm computes 
   444     /// - The shortest path tree for each node.
   445     /// - The distance between each node pairs.
   446     bool checkedStart() {
   447       start();
   448       for (NodeIt it(*graph); it != INVALID; ++it) {
   449 	if (OperationTraits::less((*dist)(it, it), OperationTraits::zero())) {
   450 	  return false;
   451 	}
   452       }
   453       return true;
   454     }
   455     
   456     /// \brief Runs %FloydWarshall algorithm.
   457     ///    
   458     /// This method runs the %FloydWarshall algorithm from a each node
   459     /// in order to compute the shortest path to each node pairs. 
   460     /// The algorithm computes
   461     /// - The shortest path tree for each node.
   462     /// - The distance between each node pairs.
   463     ///
   464     /// \note d.run(s) is just a shortcut of the following code.
   465     ///\code
   466     ///  d.init();
   467     ///  d.start();
   468     ///\endcode
   469     void run() {
   470       init();
   471       start();
   472     }
   473     
   474     ///@}
   475 
   476     /// \name Query Functions
   477     /// The result of the %FloydWarshall algorithm can be obtained using these
   478     /// functions.\n
   479     /// Before the use of these functions,
   480     /// either run() or start() must be called.
   481     
   482     ///@{
   483 
   484     typedef PredMatrixMapPath<Graph, PredMap> Path;
   485 
   486     ///Gives back the shortest path.
   487     
   488     ///Gives back the shortest path.
   489     ///\pre The \c t should be reachable from the \c t.
   490     Path path(Node s, Node t) 
   491     {
   492       return Path(*graph, *_pred, s, t);
   493     }
   494 	  
   495     /// \brief The distance between two nodes.
   496     ///
   497     /// Returns the distance between two nodes.
   498     /// \pre \ref run() must be called before using this function.
   499     /// \warning If node \c v in unreachable from the root the return value
   500     /// of this funcion is undefined.
   501     Value dist(Node source, Node target) const { 
   502       return (*_dist)(source, target); 
   503     }
   504 
   505     /// \brief Returns the 'previous edge' of the shortest path tree.
   506     ///
   507     /// For the node \c node it returns the 'previous edge' of the shortest 
   508     /// path tree to direction of the node \c root 
   509     /// i.e. it returns the last edge of a shortest path from the node \c root 
   510     /// to \c node. It is \ref INVALID if \c node is unreachable from the root
   511     /// or if \c node=root. The shortest path tree used here is equal to the 
   512     /// shortest path tree used in \ref predNode(). 
   513     /// \pre \ref run() must be called before using this function.
   514     Edge predEdge(Node root, Node node) const { 
   515       return (*_pred)(root, node); 
   516     }
   517 
   518     /// \brief Returns the 'previous node' of the shortest path tree.
   519     ///
   520     /// For a node \c node it returns the 'previous node' of the shortest path 
   521     /// tree to direction of the node \c root, i.e. it returns the last but 
   522     /// one node from a shortest path from the \c root to \c node. It is 
   523     /// INVALID if \c node is unreachable from the root or if \c node=root. 
   524     /// The shortest path tree used here is equal to the 
   525     /// shortest path tree used in \ref predEdge().  
   526     /// \pre \ref run() must be called before using this function.
   527     Node predNode(Node root, Node node) const { 
   528       return (*_pred)(root, node) == INVALID ? 
   529       INVALID : graph->source((*_pred)(root, node)); 
   530     }
   531     
   532     /// \brief Returns a reference to the matrix node map of distances.
   533     ///
   534     /// Returns a reference to the matrix node map of distances. 
   535     ///
   536     /// \pre \ref run() must be called before using this function.
   537     const DistMap &distMap() const { return *_dist;}
   538  
   539     /// \brief Returns a reference to the shortest path tree map.
   540     ///
   541     /// Returns a reference to the matrix node map of the edges of the
   542     /// shortest path tree.
   543     /// \pre \ref run() must be called before using this function.
   544     const PredMap &predMap() const { return *_pred;}
   545  
   546     /// \brief Checks if a node is reachable from the root.
   547     ///
   548     /// Returns \c true if \c v is reachable from the root.
   549     /// \pre \ref run() must be called before using this function.
   550     ///
   551     bool connected(Node source, Node target) { 
   552       return (*_dist)(source, target) != OperationTraits::infinity(); 
   553     }
   554     
   555     ///@}
   556   };
   557  
   558 } //END OF NAMESPACE LEMON
   559 
   560 #endif
   561