lemon/floyd_warshall.h
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     1 /* -*- C++ -*-
       
     2  * lemon/floyd_warshall.h - Part of LEMON, a generic C++ optimization library
       
     3  *
       
     4  * Copyright (C) 2005 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
       
     5  * (Egervary Research Group on Combinatorial Optimization, EGRES).
       
     6  *
       
     7  * Permission to use, modify and distribute this software is granted
       
     8  * provided that this copyright notice appears in all copies. For
       
     9  * precise terms see the accompanying LICENSE file.
       
    10  *
       
    11  * This software is provided "AS IS" with no warranty of any kind,
       
    12  * express or implied, and with no claim as to its suitability for any
       
    13  * purpose.
       
    14  *
       
    15  */
       
    16 
       
    17 #ifndef LEMON_FLOYD_WARSHALL_H
       
    18 #define LEMON_FLOYD_WARSHALL_H
       
    19 
       
    20 ///\ingroup flowalgs
       
    21 /// \file
       
    22 /// \brief FloydWarshall algorithm.
       
    23 ///
       
    24 /// \todo getPath() should be implemented! (also for BFS and DFS)
       
    25 
       
    26 #include <lemon/list_graph.h>
       
    27 #include <lemon/graph_utils.h>
       
    28 #include <lemon/invalid.h>
       
    29 #include <lemon/error.h>
       
    30 #include <lemon/maps.h>
       
    31 
       
    32 #include <limits>
       
    33 
       
    34 namespace lemon {
       
    35 
       
    36   /// \brief Default OperationTraits for the FloydWarshall algorithm class.
       
    37   ///  
       
    38   /// It defines all computational operations and constants which are
       
    39   /// used in the Floyd-Warshall algorithm. The default implementation
       
    40   /// is based on the numeric_limits class. If the numeric type does not
       
    41   /// have infinity value then the maximum value is used as extremal
       
    42   /// infinity value.
       
    43   template <
       
    44     typename Value, 
       
    45     bool has_infinity = std::numeric_limits<Value>::has_infinity>
       
    46   struct FloydWarshallDefaultOperationTraits {
       
    47     /// \brief Gives back the zero value of the type.
       
    48     static Value zero() {
       
    49       return static_cast<Value>(0);
       
    50     }
       
    51     /// \brief Gives back the positive infinity value of the type.
       
    52     static Value infinity() {
       
    53       return std::numeric_limits<Value>::infinity();
       
    54     }
       
    55     /// \brief Gives back the sum of the given two elements.
       
    56     static Value plus(const Value& left, const Value& right) {
       
    57       return left + right;
       
    58     }
       
    59     /// \brief Gives back true only if the first value less than the second.
       
    60     static bool less(const Value& left, const Value& right) {
       
    61       return left < right;
       
    62     }
       
    63   };
       
    64 
       
    65   template <typename Value>
       
    66   struct FloydWarshallDefaultOperationTraits<Value, false> {
       
    67     static Value zero() {
       
    68       return static_cast<Value>(0);
       
    69     }
       
    70     static Value infinity() {
       
    71       return std::numeric_limits<Value>::max();
       
    72     }
       
    73     static Value plus(const Value& left, const Value& right) {
       
    74       if (left == infinity() || right == infinity()) return infinity();
       
    75       return left + right;
       
    76     }
       
    77     static bool less(const Value& left, const Value& right) {
       
    78       return left < right;
       
    79     }
       
    80   };
       
    81   
       
    82   /// \brief Default traits class of FloydWarshall class.
       
    83   ///
       
    84   /// Default traits class of FloydWarshall class.
       
    85   /// \param _Graph Graph type.
       
    86   /// \param _LegthMap Type of length map.
       
    87   template<class _Graph, class _LengthMap>
       
    88   struct FloydWarshallDefaultTraits {
       
    89     /// The graph type the algorithm runs on. 
       
    90     typedef _Graph Graph;
       
    91 
       
    92     /// \brief The type of the map that stores the edge lengths.
       
    93     ///
       
    94     /// The type of the map that stores the edge lengths.
       
    95     /// It must meet the \ref concept::ReadMap "ReadMap" concept.
       
    96     typedef _LengthMap LengthMap;
       
    97 
       
    98     // The type of the length of the edges.
       
    99     typedef typename _LengthMap::Value Value;
       
   100 
       
   101     /// \brief Operation traits for belmann-ford algorithm.
       
   102     ///
       
   103     /// It defines the infinity type on the given Value type
       
   104     /// and the used operation.
       
   105     /// \see FloydWarshallDefaultOperationTraits
       
   106     typedef FloydWarshallDefaultOperationTraits<Value> OperationTraits;
       
   107  
       
   108     /// \brief The type of the map that stores the last edges of the 
       
   109     /// shortest paths.
       
   110     /// 
       
   111     /// The type of the map that stores the last
       
   112     /// edges of the shortest paths.
       
   113     /// It must be a matrix map with \c Graph::Edge value type.
       
   114     ///
       
   115     typedef NodeMatrixMap<Graph, typename Graph::Edge> PredMap;
       
   116 
       
   117     /// \brief Instantiates a PredMap.
       
   118     /// 
       
   119     /// This function instantiates a \ref PredMap. 
       
   120     /// \param G is the graph, to which we would like to define the PredMap.
       
   121     /// \todo The graph alone may be insufficient for the initialization
       
   122     static PredMap *createPredMap(const _Graph& graph) {
       
   123       return new PredMap(graph);
       
   124     }
       
   125 
       
   126     /// \brief The type of the map that stores the dists of the nodes.
       
   127     ///
       
   128     /// The type of the map that stores the dists of the nodes.
       
   129     /// It must meet the \ref concept::WriteMap "WriteMap" concept.
       
   130     ///
       
   131     typedef NodeMatrixMap<Graph, Value> DistMap;
       
   132 
       
   133     /// \brief Instantiates a DistMap.
       
   134     ///
       
   135     /// This function instantiates a \ref DistMap. 
       
   136     /// \param G is the graph, to which we would like to define the 
       
   137     /// \ref DistMap
       
   138     static DistMap *createDistMap(const _Graph& graph) {
       
   139       return new DistMap(graph);
       
   140     }
       
   141 
       
   142   };
       
   143   
       
   144   /// \brief FloydWarshall algorithm class.
       
   145   ///
       
   146   /// \ingroup flowalgs
       
   147   /// This class provides an efficient implementation of \c FloydWarshall 
       
   148   /// algorithm. The edge lengths are passed to the algorithm using a
       
   149   /// \ref concept::ReadMap "ReadMap", so it is easy to change it to any 
       
   150   /// kind of length.
       
   151   ///
       
   152   /// The type of the length is determined by the
       
   153   /// \ref concept::ReadMap::Value "Value" of the length map.
       
   154   ///
       
   155   /// \param _Graph The graph type the algorithm runs on. The default value
       
   156   /// is \ref ListGraph. The value of _Graph is not used directly by
       
   157   /// FloydWarshall, it is only passed to \ref FloydWarshallDefaultTraits.
       
   158   /// \param _LengthMap This read-only EdgeMap determines the lengths of the
       
   159   /// edges. It is read once for each edge, so the map may involve in
       
   160   /// relatively time consuming process to compute the edge length if
       
   161   /// it is necessary. The default map type is \ref
       
   162   /// concept::StaticGraph::EdgeMap "Graph::EdgeMap<int>".  The value
       
   163   /// of _LengthMap is not used directly by FloydWarshall, it is only passed 
       
   164   /// to \ref FloydWarshallDefaultTraits.  \param _Traits Traits class to set
       
   165   /// various data types used by the algorithm.  The default traits
       
   166   /// class is \ref FloydWarshallDefaultTraits
       
   167   /// "FloydWarshallDefaultTraits<_Graph,_LengthMap>".  See \ref
       
   168   /// FloydWarshallDefaultTraits for the documentation of a FloydWarshall 
       
   169   /// traits class.
       
   170   ///
       
   171   /// \author Balazs Dezso
       
   172 
       
   173 
       
   174   template <typename _Graph=ListGraph,
       
   175 	    typename _LengthMap=typename _Graph::template EdgeMap<int>,
       
   176 	    typename _Traits=FloydWarshallDefaultTraits<_Graph,_LengthMap> >
       
   177   class FloydWarshall {
       
   178   public:
       
   179     
       
   180     /// \brief \ref Exception for uninitialized parameters.
       
   181     ///
       
   182     /// This error represents problems in the initialization
       
   183     /// of the parameters of the algorithms.
       
   184 
       
   185     class UninitializedParameter : public lemon::UninitializedParameter {
       
   186     public:
       
   187       virtual const char* exceptionName() const {
       
   188 	return "lemon::FloydWarshall::UninitializedParameter";
       
   189       }
       
   190     };
       
   191 
       
   192     typedef _Traits Traits;
       
   193     ///The type of the underlying graph.
       
   194     typedef typename _Traits::Graph Graph;
       
   195 
       
   196     typedef typename Graph::Node Node;
       
   197     typedef typename Graph::NodeIt NodeIt;
       
   198     typedef typename Graph::Edge Edge;
       
   199     typedef typename Graph::EdgeIt EdgeIt;
       
   200     
       
   201     /// \brief The type of the length of the edges.
       
   202     typedef typename _Traits::LengthMap::Value Value;
       
   203     /// \brief The type of the map that stores the edge lengths.
       
   204     typedef typename _Traits::LengthMap LengthMap;
       
   205     /// \brief The type of the map that stores the last
       
   206     /// edges of the shortest paths. The type of the PredMap
       
   207     /// is a matrix map for Edges
       
   208     typedef typename _Traits::PredMap PredMap;
       
   209     /// \brief The type of the map that stores the dists of the nodes.
       
   210     /// The type of the DistMap is a matrix map for Values
       
   211     typedef typename _Traits::DistMap DistMap;
       
   212     /// \brief The operation traits.
       
   213     typedef typename _Traits::OperationTraits OperationTraits;
       
   214   private:
       
   215     /// Pointer to the underlying graph.
       
   216     const Graph *graph;
       
   217     /// Pointer to the length map
       
   218     const LengthMap *length;
       
   219     ///Pointer to the map of predecessors edges.
       
   220     PredMap *_pred;
       
   221     ///Indicates if \ref _pred is locally allocated (\c true) or not.
       
   222     bool local_pred;
       
   223     ///Pointer to the map of distances.
       
   224     DistMap *_dist;
       
   225     ///Indicates if \ref _dist is locally allocated (\c true) or not.
       
   226     bool local_dist;
       
   227 
       
   228     /// Creates the maps if necessary.
       
   229     void create_maps() {
       
   230       if(!_pred) {
       
   231 	local_pred = true;
       
   232 	_pred = Traits::createPredMap(*graph);
       
   233       }
       
   234       if(!_dist) {
       
   235 	local_dist = true;
       
   236 	_dist = Traits::createDistMap(*graph);
       
   237       }
       
   238     }
       
   239     
       
   240   public :
       
   241  
       
   242     /// \name Named template parameters
       
   243 
       
   244     ///@{
       
   245 
       
   246     template <class T>
       
   247     struct DefPredMapTraits : public Traits {
       
   248       typedef T PredMap;
       
   249       static PredMap *createPredMap(const Graph& graph) {
       
   250 	throw UninitializedParameter();
       
   251       }
       
   252     };
       
   253 
       
   254     /// \brief \ref named-templ-param "Named parameter" for setting PredMap 
       
   255     /// type
       
   256     /// \ref named-templ-param "Named parameter" for setting PredMap type
       
   257     ///
       
   258     template <class T>
       
   259     class DefPredMap 
       
   260       : public FloydWarshall< Graph, LengthMap, DefPredMapTraits<T> > {};
       
   261     
       
   262     template <class T>
       
   263     struct DefDistMapTraits : public Traits {
       
   264       typedef T DistMap;
       
   265       static DistMap *createDistMap(const Graph& graph) {
       
   266 	throw UninitializedParameter();
       
   267       }
       
   268     };
       
   269     /// \brief \ref named-templ-param "Named parameter" for setting DistMap 
       
   270     /// type
       
   271     ///
       
   272     /// \ref named-templ-param "Named parameter" for setting DistMap type
       
   273     ///
       
   274     template <class T>
       
   275     class DefDistMap 
       
   276       : public FloydWarshall< Graph, LengthMap, DefDistMapTraits<T> > {};
       
   277     
       
   278     template <class T>
       
   279     struct DefOperationTraitsTraits : public Traits {
       
   280       typedef T OperationTraits;
       
   281     };
       
   282     
       
   283     /// \brief \ref named-templ-param "Named parameter" for setting 
       
   284     /// OperationTraits type
       
   285     ///
       
   286     /// \ref named-templ-param "Named parameter" for setting PredMap type
       
   287     template <class T>
       
   288     class DefOperationTraits
       
   289       : public FloydWarshall< Graph, LengthMap, DefOperationTraitsTraits<T> > {
       
   290     };
       
   291     
       
   292     ///@}
       
   293 
       
   294   public:      
       
   295     
       
   296     /// \brief Constructor.
       
   297     ///
       
   298     /// \param _graph the graph the algorithm will run on.
       
   299     /// \param _length the length map used by the algorithm.
       
   300     FloydWarshall(const Graph& _graph, const LengthMap& _length) :
       
   301       graph(&_graph), length(&_length),
       
   302       _pred(0), local_pred(false),
       
   303       _dist(0), local_dist(false) {}
       
   304     
       
   305     ///Destructor.
       
   306     ~FloydWarshall() {
       
   307       if(local_pred) delete _pred;
       
   308       if(local_dist) delete _dist;
       
   309     }
       
   310 
       
   311     /// \brief Sets the length map.
       
   312     ///
       
   313     /// Sets the length map.
       
   314     /// \return \c (*this)
       
   315     FloydWarshall &lengthMap(const LengthMap &m) {
       
   316       length = &m;
       
   317       return *this;
       
   318     }
       
   319 
       
   320     /// \brief Sets the map storing the predecessor edges.
       
   321     ///
       
   322     /// Sets the map storing the predecessor edges.
       
   323     /// If you don't use this function before calling \ref run(),
       
   324     /// it will allocate one. The destuctor deallocates this
       
   325     /// automatically allocated map, of course.
       
   326     /// \return \c (*this)
       
   327     FloydWarshall &predMap(PredMap &m) {
       
   328       if(local_pred) {
       
   329 	delete _pred;
       
   330 	local_pred=false;
       
   331       }
       
   332       _pred = &m;
       
   333       return *this;
       
   334     }
       
   335 
       
   336     /// \brief Sets the map storing the distances calculated by the algorithm.
       
   337     ///
       
   338     /// Sets the map storing the distances calculated by the algorithm.
       
   339     /// If you don't use this function before calling \ref run(),
       
   340     /// it will allocate one. The destuctor deallocates this
       
   341     /// automatically allocated map, of course.
       
   342     /// \return \c (*this)
       
   343     FloydWarshall &distMap(DistMap &m) {
       
   344       if(local_dist) {
       
   345 	delete _dist;
       
   346 	local_dist=false;
       
   347       }
       
   348       _dist = &m;
       
   349       return *this;
       
   350     }
       
   351 
       
   352     ///\name Execution control
       
   353     /// The simplest way to execute the algorithm is to use
       
   354     /// one of the member functions called \c run(...).
       
   355     /// \n
       
   356     /// If you need more control on the execution,
       
   357     /// Finally \ref start() will perform the actual path
       
   358     /// computation.
       
   359 
       
   360     ///@{
       
   361 
       
   362     /// \brief Initializes the internal data structures.
       
   363     /// 
       
   364     /// Initializes the internal data structures.
       
   365     void init() {
       
   366       create_maps();
       
   367       for (NodeIt it(*graph); it != INVALID; ++it) {
       
   368 	for (NodeIt jt(*graph); jt != INVALID; ++jt) {
       
   369 	  _pred->set(it, jt, INVALID);
       
   370 	  _dist->set(it, jt, it == jt ? 
       
   371 		     OperationTraits::zero() : OperationTraits::infinity());
       
   372 	}
       
   373       }
       
   374       for (EdgeIt it(*graph); it != INVALID; ++it) {
       
   375 	Node source = graph->source(it);
       
   376 	Node target = graph->target(it);	
       
   377 	if (OperationTraits::less((*length)[it], (*_dist)(source, target))) {
       
   378 	  _dist->set(source, target, (*length)[it]);
       
   379 	  _pred->set(source, target, it);
       
   380 	}
       
   381       }
       
   382     }
       
   383     
       
   384     /// \brief Executes the algorithm.
       
   385     ///
       
   386     /// This method runs the %FloydWarshall algorithm in order to compute 
       
   387     /// the shortest path to each node pairs. The algorithm 
       
   388     /// computes 
       
   389     /// - The shortest path tree for each node.
       
   390     /// - The distance between each node pairs.
       
   391     void start() {
       
   392       for (NodeIt kt(*graph); kt != INVALID; ++kt) {
       
   393 	for (NodeIt it(*graph); it != INVALID; ++it) {
       
   394 	  for (NodeIt jt(*graph); jt != INVALID; ++jt) {
       
   395 	    Value relaxed = OperationTraits::plus((*_dist)(it, kt),
       
   396 						  (*_dist)(kt, jt));
       
   397 	    if (OperationTraits::less(relaxed, (*_dist)(it, jt))) {
       
   398 	      _dist->set(it, jt, relaxed);
       
   399 	      _pred->set(it, jt, (*_pred)(kt, jt));
       
   400 	    }
       
   401 	  }
       
   402 	}
       
   403       }
       
   404     }
       
   405     
       
   406     /// \brief Runs %FloydWarshall algorithm.
       
   407     ///    
       
   408     /// This method runs the %FloydWarshall algorithm from a each node
       
   409     /// in order to compute the shortest path to each node pairs. 
       
   410     /// The algorithm computes
       
   411     /// - The shortest path tree for each node.
       
   412     /// - The distance between each node pairs.
       
   413     ///
       
   414     /// \note d.run(s) is just a shortcut of the following code.
       
   415     /// \code
       
   416     ///  d.init();
       
   417     ///  d.start();
       
   418     /// \endcode
       
   419     void run() {
       
   420       init();
       
   421       start();
       
   422     }
       
   423     
       
   424     ///@}
       
   425 
       
   426     /// \name Query Functions
       
   427     /// The result of the %FloydWarshall algorithm can be obtained using these
       
   428     /// functions.\n
       
   429     /// Before the use of these functions,
       
   430     /// either run() or start() must be called.
       
   431     
       
   432     ///@{
       
   433 
       
   434     /// \brief Copies the shortest path to \c t into \c p
       
   435     ///    
       
   436     /// This function copies the shortest path to \c t into \c p.
       
   437     /// If it \c t is a source itself or unreachable, then it does not
       
   438     /// alter \c p.
       
   439     /// \todo Is it the right way to handle unreachable nodes?
       
   440     /// \return Returns \c true if a path to \c t was actually copied to \c p,
       
   441     /// \c false otherwise.
       
   442     /// \sa DirPath
       
   443     template <typename Path>
       
   444     bool getPath(Path &p, Node source, Node target) {
       
   445       if (connected(source, target)) {
       
   446 	p.clear();
       
   447 	typename Path::Builder b(target);
       
   448 	for(b.setStartNode(target); pred(source, target) != INVALID;
       
   449 	    target = predNode(target)) {
       
   450 	  b.pushFront(pred(source, target));
       
   451 	}
       
   452 	b.commit();
       
   453 	return true;
       
   454       }
       
   455       return false;
       
   456     }
       
   457 	  
       
   458     /// \brief The distance between two nodes.
       
   459     ///
       
   460     /// Returns the distance between two nodes.
       
   461     /// \pre \ref run() must be called before using this function.
       
   462     /// \warning If node \c v in unreachable from the root the return value
       
   463     /// of this funcion is undefined.
       
   464     Value dist(Node source, Node target) const { 
       
   465       return (*_dist)(source, target); 
       
   466     }
       
   467 
       
   468     /// \brief Returns the 'previous edge' of the shortest path tree.
       
   469     ///
       
   470     /// For the node \c node it returns the 'previous edge' of the shortest 
       
   471     /// path tree to direction of the node \c root 
       
   472     /// i.e. it returns the last edge of a shortest path from the node \c root 
       
   473     /// to \c node. It is \ref INVALID if \c node is unreachable from the root
       
   474     /// or if \c node=root. The shortest path tree used here is equal to the 
       
   475     /// shortest path tree used in \ref predNode(). 
       
   476     /// \pre \ref run() must be called before using this function.
       
   477     /// \todo predEdge could be a better name.
       
   478     Edge pred(Node root, Node node) const { 
       
   479       return (*_pred)(root, node); 
       
   480     }
       
   481 
       
   482     /// \brief Returns the 'previous node' of the shortest path tree.
       
   483     ///
       
   484     /// For a node \c node it returns the 'previous node' of the shortest path 
       
   485     /// tree to direction of the node \c root, i.e. it returns the last but 
       
   486     /// one node from a shortest path from the \c root to \c node. It is 
       
   487     /// INVALID if \c node is unreachable from the root or if \c node=root. 
       
   488     /// The shortest path tree used here is equal to the 
       
   489     /// shortest path tree used in \ref pred().  
       
   490     /// \pre \ref run() must be called before using this function.
       
   491     Node predNode(Node root, Node node) const { 
       
   492       return (*_pred)(root, node) == INVALID ? 
       
   493       INVALID : graph->source((*_pred)(root, node)); 
       
   494     }
       
   495     
       
   496     /// \brief Returns a reference to the matrix node map of distances.
       
   497     ///
       
   498     /// Returns a reference to the matrix node map of distances. 
       
   499     ///
       
   500     /// \pre \ref run() must be called before using this function.
       
   501     const DistMap &distMap() const { return *_dist;}
       
   502  
       
   503     /// \brief Returns a reference to the shortest path tree map.
       
   504     ///
       
   505     /// Returns a reference to the matrix node map of the edges of the
       
   506     /// shortest path tree.
       
   507     /// \pre \ref run() must be called before using this function.
       
   508     const PredMap &predMap() const { return *_pred;}
       
   509  
       
   510     /// \brief Checks if a node is reachable from the root.
       
   511     ///
       
   512     /// Returns \c true if \c v is reachable from the root.
       
   513     /// \pre \ref run() must be called before using this function.
       
   514     ///
       
   515     bool connected(Node source, Node target) { 
       
   516       return (*_dist)(source, target) != OperationTraits::infinity(); 
       
   517     }
       
   518     
       
   519     ///@}
       
   520   };
       
   521  
       
   522 } //END OF NAMESPACE LEMON
       
   523 
       
   524 #endif
       
   525