3  * This file is a part of LEMON, a generic C++ optimization library
 
     5  * Copyright (C) 2003-2008
 
     6  * Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
 
     7  * (Egervary Research Group on Combinatorial Optimization, EGRES).
 
     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.
 
    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
 
    19 #ifndef LEMON_DIJKSTRA_H
 
    20 #define LEMON_DIJKSTRA_H
 
    22 ///\ingroup shortest_path
 
    24 ///\brief Dijkstra algorithm.
 
    27 #include <lemon/list_digraph.h>
 
    28 #include <lemon/bin_heap.h>
 
    29 #include <lemon/bits/path_dump.h>
 
    30 #include <lemon/bits/invalid.h>
 
    31 #include <lemon/error.h>
 
    32 #include <lemon/maps.h>
 
    37   /// \brief Default OperationTraits for the Dijkstra algorithm class.
 
    39   /// It defines all computational operations and constants which are
 
    40   /// used in the Dijkstra algorithm.
 
    41   template <typename Value>
 
    42   struct DijkstraDefaultOperationTraits {
 
    43     /// \brief Gives back the zero value of the type.
 
    45       return static_cast<Value>(0);
 
    47     /// \brief Gives back the sum of the given two elements.
 
    48     static Value plus(const Value& left, const Value& right) {
 
    51     /// \brief Gives back true only if the first value less than the second.
 
    52     static bool less(const Value& left, const Value& right) {
 
    57   /// \brief Widest path OperationTraits for the Dijkstra algorithm class.
 
    59   /// It defines all computational operations and constants which are
 
    60   /// used in the Dijkstra algorithm for widest path computation.
 
    61   template <typename Value>
 
    62   struct DijkstraWidestPathOperationTraits {
 
    63     /// \brief Gives back the maximum value of the type.
 
    65       return std::numeric_limits<Value>::max();
 
    67     /// \brief Gives back the minimum of the given two elements.
 
    68     static Value plus(const Value& left, const Value& right) {
 
    69       return std::min(left, right);
 
    71     /// \brief Gives back true only if the first value less than the second.
 
    72     static bool less(const Value& left, const Value& right) {
 
    77   ///Default traits class of Dijkstra class.
 
    79   ///Default traits class of Dijkstra class.
 
    80   ///\tparam GR Digraph type.
 
    81   ///\tparam LM Type of length map.
 
    82   template<class GR, class LM>
 
    83   struct DijkstraDefaultTraits
 
    85     ///The digraph type the algorithm runs on. 
 
    87     ///The type of the map that stores the arc lengths.
 
    89     ///The type of the map that stores the arc lengths.
 
    90     ///It must meet the \ref concepts::ReadMap "ReadMap" concept.
 
    92     //The type of the length of the arcs.
 
    93     typedef typename LM::Value Value;
 
    94     /// Operation traits for Dijkstra algorithm.
 
    96     /// It defines the used operation by the algorithm.
 
    97     /// \see DijkstraDefaultOperationTraits
 
    98     typedef DijkstraDefaultOperationTraits<Value> OperationTraits;
 
    99     /// The cross reference type used by heap.
 
   102     /// The cross reference type used by heap.
 
   103     /// Usually it is \c Digraph::NodeMap<int>.
 
   104     typedef typename Digraph::template NodeMap<int> HeapCrossRef;
 
   105     ///Instantiates a HeapCrossRef.
 
   107     ///This function instantiates a \c HeapCrossRef. 
 
   108     /// \param G is the digraph, to which we would like to define the 
 
   110     static HeapCrossRef *createHeapCrossRef(const GR &G) 
 
   112       return new HeapCrossRef(G);
 
   115     ///The heap type used by Dijkstra algorithm.
 
   117     ///The heap type used by Dijkstra algorithm.
 
   121     typedef BinHeap<typename LM::Value, HeapCrossRef, std::less<Value> > Heap;
 
   123     static Heap *createHeap(HeapCrossRef& R) 
 
   128     ///\brief The type of the map that stores the last
 
   129     ///arcs of the shortest paths.
 
   131     ///The type of the map that stores the last
 
   132     ///arcs of the shortest paths.
 
   133     ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
 
   135     typedef typename Digraph::template NodeMap<typename GR::Arc> PredMap;
 
   136     ///Instantiates a PredMap.
 
   138     ///This function instantiates a \c PredMap. 
 
   139     ///\param G is the digraph, to which we would like to define the PredMap.
 
   140     ///\todo The digraph alone may be insufficient for the initialization
 
   141     static PredMap *createPredMap(const GR &G) 
 
   143       return new PredMap(G);
 
   146     ///The type of the map that stores whether a nodes is processed.
 
   148     ///The type of the map that stores whether a nodes is processed.
 
   149     ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
 
   150     ///By default it is a NullMap.
 
   151     ///\todo If it is set to a real map,
 
   152     ///Dijkstra::processed() should read this.
 
   153     ///\todo named parameter to set this type, function to read and write.
 
   154     typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
 
   155     ///Instantiates a ProcessedMap.
 
   157     ///This function instantiates a \c ProcessedMap. 
 
   158     ///\param g is the digraph, to which
 
   159     ///we would like to define the \c ProcessedMap
 
   161     static ProcessedMap *createProcessedMap(const GR &g)
 
   163     static ProcessedMap *createProcessedMap(const GR &)
 
   166       return new ProcessedMap();
 
   168     ///The type of the map that stores the dists of the nodes.
 
   170     ///The type of the map that stores the dists of the nodes.
 
   171     ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
 
   173     typedef typename Digraph::template NodeMap<typename LM::Value> DistMap;
 
   174     ///Instantiates a DistMap.
 
   176     ///This function instantiates a \ref DistMap. 
 
   177     ///\param G is the digraph, to which we would like to define the \ref DistMap
 
   178     static DistMap *createDistMap(const GR &G)
 
   180       return new DistMap(G);
 
   184   ///%Dijkstra algorithm class.
 
   186   /// \ingroup shortest_path
 
   187   ///This class provides an efficient implementation of %Dijkstra algorithm.
 
   188   ///The arc lengths are passed to the algorithm using a
 
   189   ///\ref concepts::ReadMap "ReadMap",
 
   190   ///so it is easy to change it to any kind of length.
 
   192   ///The type of the length is determined by the
 
   193   ///\ref concepts::ReadMap::Value "Value" of the length map.
 
   195   ///It is also possible to change the underlying priority heap.
 
   197   ///\tparam GR The digraph type the algorithm runs on. The default value
 
   198   ///is \ref ListDigraph. The value of GR is not used directly by
 
   199   ///Dijkstra, it is only passed to \ref DijkstraDefaultTraits.
 
   200   ///\tparam LM This read-only ArcMap determines the lengths of the
 
   201   ///arcs. It is read once for each arc, so the map may involve in
 
   202   ///relatively time consuming process to compute the arc length if
 
   203   ///it is necessary. The default map type is \ref
 
   204   ///concepts::Digraph::ArcMap "Digraph::ArcMap<int>".  The value
 
   205   ///of LM is not used directly by Dijkstra, it is only passed to \ref
 
   206   ///DijkstraDefaultTraits.  
 
   207   ///\tparam TR Traits class to set
 
   208   ///various data types used by the algorithm.  The default traits
 
   209   ///class is \ref DijkstraDefaultTraits
 
   210   ///"DijkstraDefaultTraits<GR,LM>".  See \ref
 
   211   ///DijkstraDefaultTraits for the documentation of a Dijkstra traits
 
   215   template <typename GR, typename LM, typename TR>
 
   217   template <typename GR=ListDigraph,
 
   218 	    typename LM=typename GR::template ArcMap<int>,
 
   219 	    typename TR=DijkstraDefaultTraits<GR,LM> >
 
   224      * \brief \ref Exception for uninitialized parameters.
 
   226      * This error represents problems in the initialization
 
   227      * of the parameters of the algorithms.
 
   229     class UninitializedParameter : public lemon::UninitializedParameter {
 
   231       virtual const char* what() const throw() {
 
   232 	return "lemon::Dijkstra::UninitializedParameter";
 
   237     ///The type of the underlying digraph.
 
   238     typedef typename TR::Digraph Digraph;
 
   240     typedef typename Digraph::Node Node;
 
   242     typedef typename Digraph::NodeIt NodeIt;
 
   244     typedef typename Digraph::Arc Arc;
 
   246     typedef typename Digraph::OutArcIt OutArcIt;
 
   248     ///The type of the length of the arcs.
 
   249     typedef typename TR::LengthMap::Value Value;
 
   250     ///The type of the map that stores the arc lengths.
 
   251     typedef typename TR::LengthMap LengthMap;
 
   252     ///\brief The type of the map that stores the last
 
   253     ///arcs of the shortest paths.
 
   254     typedef typename TR::PredMap PredMap;
 
   255     ///The type of the map indicating if a node is processed.
 
   256     typedef typename TR::ProcessedMap ProcessedMap;
 
   257     ///The type of the map that stores the dists of the nodes.
 
   258     typedef typename TR::DistMap DistMap;
 
   259     ///The cross reference type used for the current heap.
 
   260     typedef typename TR::HeapCrossRef HeapCrossRef;
 
   261     ///The heap type used by the dijkstra algorithm.
 
   262     typedef typename TR::Heap Heap;
 
   263     ///The operation traits.
 
   264     typedef typename TR::OperationTraits OperationTraits;
 
   266     /// Pointer to the underlying digraph.
 
   268     /// Pointer to the length map
 
   269     const LengthMap *length;
 
   270     ///Pointer to the map of predecessors arcs.
 
   272     ///Indicates if \ref _pred is locally allocated (\c true) or not.
 
   274     ///Pointer to the map of distances.
 
   276     ///Indicates if \ref _dist is locally allocated (\c true) or not.
 
   278     ///Pointer to the map of processed status of the nodes.
 
   279     ProcessedMap *_processed;
 
   280     ///Indicates if \ref _processed is locally allocated (\c true) or not.
 
   281     bool local_processed;
 
   282     ///Pointer to the heap cross references.
 
   283     HeapCrossRef *_heap_cross_ref;
 
   284     ///Indicates if \ref _heap_cross_ref is locally allocated (\c true) or not.
 
   285     bool local_heap_cross_ref;
 
   286     ///Pointer to the heap.
 
   288     ///Indicates if \ref _heap is locally allocated (\c true) or not.
 
   291     ///Creates the maps if necessary.
 
   293     ///\todo Better memory allocation (instead of new).
 
   298 	_pred = Traits::createPredMap(*G);
 
   302 	_dist = Traits::createDistMap(*G);
 
   305 	local_processed = true;
 
   306 	_processed = Traits::createProcessedMap(*G);
 
   308       if (!_heap_cross_ref) {
 
   309 	local_heap_cross_ref = true;
 
   310 	_heap_cross_ref = Traits::createHeapCrossRef(*G);
 
   314 	_heap = Traits::createHeap(*_heap_cross_ref);
 
   320     typedef Dijkstra Create;
 
   322     ///\name Named template parameters
 
   327     struct DefPredMapTraits : public Traits {
 
   329       static PredMap *createPredMap(const Digraph &)
 
   331 	throw UninitializedParameter();
 
   334     ///\ref named-templ-param "Named parameter" for setting PredMap type
 
   336     ///\ref named-templ-param "Named parameter" for setting PredMap type
 
   340       : public Dijkstra< Digraph,	LengthMap, DefPredMapTraits<T> > {
 
   341       typedef Dijkstra< Digraph,	LengthMap, DefPredMapTraits<T> > Create;
 
   345     struct DefDistMapTraits : public Traits {
 
   347       static DistMap *createDistMap(const Digraph &)
 
   349 	throw UninitializedParameter();
 
   352     ///\ref named-templ-param "Named parameter" for setting DistMap type
 
   354     ///\ref named-templ-param "Named parameter" for setting DistMap type
 
   358       : public Dijkstra< Digraph, LengthMap, DefDistMapTraits<T> > { 
 
   359       typedef Dijkstra< Digraph, LengthMap, DefDistMapTraits<T> > Create;
 
   363     struct DefProcessedMapTraits : public Traits {
 
   364       typedef T ProcessedMap;
 
   365       static ProcessedMap *createProcessedMap(const Digraph &G) 
 
   367 	throw UninitializedParameter();
 
   370     ///\ref named-templ-param "Named parameter" for setting ProcessedMap type
 
   372     ///\ref named-templ-param "Named parameter" for setting ProcessedMap type
 
   375     struct DefProcessedMap 
 
   376       : public Dijkstra< Digraph,	LengthMap, DefProcessedMapTraits<T> > { 
 
   377       typedef Dijkstra< Digraph,	LengthMap, DefProcessedMapTraits<T> > Create;
 
   380     struct DefDigraphProcessedMapTraits : public Traits {
 
   381       typedef typename Digraph::template NodeMap<bool> ProcessedMap;
 
   382       static ProcessedMap *createProcessedMap(const Digraph &G) 
 
   384 	return new ProcessedMap(G);
 
   387     ///\brief \ref named-templ-param "Named parameter"
 
   388     ///for setting the ProcessedMap type to be Digraph::NodeMap<bool>.
 
   390     ///\ref named-templ-param "Named parameter"
 
   391     ///for setting the ProcessedMap type to be Digraph::NodeMap<bool>.
 
   392     ///If you don't set it explicitely, it will be automatically allocated.
 
   394     struct DefProcessedMapToBeDefaultMap 
 
   395       : public Dijkstra< Digraph, LengthMap, DefDigraphProcessedMapTraits> {
 
   396       typedef Dijkstra< Digraph, LengthMap, DefDigraphProcessedMapTraits> Create;
 
   399     template <class H, class CR>
 
   400     struct DefHeapTraits : public Traits {
 
   401       typedef CR HeapCrossRef;
 
   403       static HeapCrossRef *createHeapCrossRef(const Digraph &) {
 
   404 	throw UninitializedParameter();
 
   406       static Heap *createHeap(HeapCrossRef &) 
 
   408 	throw UninitializedParameter();
 
   411     ///\brief \ref named-templ-param "Named parameter" for setting
 
   412     ///heap and cross reference type
 
   414     ///\ref named-templ-param "Named parameter" for setting heap and cross 
 
   417     template <class H, class CR = typename Digraph::template NodeMap<int> >
 
   419       : public Dijkstra< Digraph,	LengthMap, DefHeapTraits<H, CR> > { 
 
   420       typedef Dijkstra< Digraph,	LengthMap, DefHeapTraits<H, CR> > Create;
 
   423     template <class H, class CR>
 
   424     struct DefStandardHeapTraits : public Traits {
 
   425       typedef CR HeapCrossRef;
 
   427       static HeapCrossRef *createHeapCrossRef(const Digraph &G) {
 
   428 	return new HeapCrossRef(G);
 
   430       static Heap *createHeap(HeapCrossRef &R) 
 
   435     ///\brief \ref named-templ-param "Named parameter" for setting
 
   436     ///heap and cross reference type with automatic allocation
 
   438     ///\ref named-templ-param "Named parameter" for setting heap and cross 
 
   439     ///reference type. It can allocate the heap and the cross reference 
 
   440     ///object if the cross reference's constructor waits for the digraph as 
 
   441     ///parameter and the heap's constructor waits for the cross reference.
 
   442     template <class H, class CR = typename Digraph::template NodeMap<int> >
 
   443     struct DefStandardHeap
 
   444       : public Dijkstra< Digraph,	LengthMap, DefStandardHeapTraits<H, CR> > { 
 
   445       typedef Dijkstra< Digraph,	LengthMap, DefStandardHeapTraits<H, CR> > 
 
   450     struct DefOperationTraitsTraits : public Traits {
 
   451       typedef T OperationTraits;
 
   454     /// \brief \ref named-templ-param "Named parameter" for setting 
 
   455     /// OperationTraits type
 
   457     /// \ref named-templ-param "Named parameter" for setting OperationTraits
 
   460     struct DefOperationTraits
 
   461       : public Dijkstra<Digraph, LengthMap, DefOperationTraitsTraits<T> > {
 
   462       typedef Dijkstra<Digraph, LengthMap, DefOperationTraitsTraits<T> >
 
   477     ///\param _G the digraph the algorithm will run on.
 
   478     ///\param _length the length map used by the algorithm.
 
   479     Dijkstra(const Digraph& _G, const LengthMap& _length) :
 
   480       G(&_G), length(&_length),
 
   481       _pred(NULL), local_pred(false),
 
   482       _dist(NULL), local_dist(false),
 
   483       _processed(NULL), local_processed(false),
 
   484       _heap_cross_ref(NULL), local_heap_cross_ref(false),
 
   485       _heap(NULL), local_heap(false)
 
   491       if(local_pred) delete _pred;
 
   492       if(local_dist) delete _dist;
 
   493       if(local_processed) delete _processed;
 
   494       if(local_heap_cross_ref) delete _heap_cross_ref;
 
   495       if(local_heap) delete _heap;
 
   498     ///Sets the length map.
 
   500     ///Sets the length map.
 
   501     ///\return <tt> (*this) </tt>
 
   502     Dijkstra &lengthMap(const LengthMap &m) 
 
   508     ///Sets the map storing the predecessor arcs.
 
   510     ///Sets the map storing the predecessor arcs.
 
   511     ///If you don't use this function before calling \ref run(),
 
   512     ///it will allocate one. The destuctor deallocates this
 
   513     ///automatically allocated map, of course.
 
   514     ///\return <tt> (*this) </tt>
 
   515     Dijkstra &predMap(PredMap &m) 
 
   525     ///Sets the map storing the distances calculated by the algorithm.
 
   527     ///Sets the map storing the distances calculated by the algorithm.
 
   528     ///If you don't use this function before calling \ref run(),
 
   529     ///it will allocate one. The destuctor deallocates this
 
   530     ///automatically allocated map, of course.
 
   531     ///\return <tt> (*this) </tt>
 
   532     Dijkstra &distMap(DistMap &m) 
 
   542     ///Sets the heap and the cross reference used by algorithm.
 
   544     ///Sets the heap and the cross reference used by algorithm.
 
   545     ///If you don't use this function before calling \ref run(),
 
   546     ///it will allocate one. The destuctor deallocates this
 
   547     ///automatically allocated heap and cross reference, of course.
 
   548     ///\return <tt> (*this) </tt>
 
   549     Dijkstra &heap(Heap& hp, HeapCrossRef &cr)
 
   551       if(local_heap_cross_ref) {
 
   552 	delete _heap_cross_ref;
 
   553 	local_heap_cross_ref=false;
 
   555       _heap_cross_ref = &cr;
 
   565     void finalizeNodeData(Node v,Value dst)
 
   567       _processed->set(v,true);
 
   573     typedef PredMapPath<Digraph, PredMap> Path;
 
   575     ///\name Execution control
 
   576     ///The simplest way to execute the algorithm is to use
 
   577     ///one of the member functions called \c run(...).
 
   579     ///If you need more control on the execution,
 
   580     ///first you must call \ref init(), then you can add several source nodes
 
   581     ///with \ref addSource().
 
   582     ///Finally \ref start() will perform the actual path
 
   587     ///Initializes the internal data structures.
 
   589     ///Initializes the internal data structures.
 
   595       for ( NodeIt u(*G) ; u!=INVALID ; ++u ) {
 
   596 	_pred->set(u,INVALID);
 
   597 	_processed->set(u,false);
 
   598 	_heap_cross_ref->set(u,Heap::PRE_HEAP);
 
   602     ///Adds a new source node.
 
   604     ///Adds a new source node to the priority heap.
 
   606     ///The optional second parameter is the initial distance of the node.
 
   608     ///It checks if the node has already been added to the heap and
 
   609     ///it is pushed to the heap only if either it was not in the heap
 
   610     ///or the shortest path found till then is shorter than \c dst.
 
   611     void addSource(Node s,Value dst=OperationTraits::zero())
 
   613       if(_heap->state(s) != Heap::IN_HEAP) {
 
   615       } else if(OperationTraits::less((*_heap)[s], dst)) {
 
   617 	_pred->set(s,INVALID);
 
   621     ///Processes the next node in the priority heap
 
   623     ///Processes the next node in the priority heap.
 
   625     ///\return The processed node.
 
   627     ///\warning The priority heap must not be empty!
 
   628     Node processNextNode()
 
   631       Value oldvalue=_heap->prio();
 
   633       finalizeNodeData(v,oldvalue);
 
   635       for(OutArcIt e(*G,v); e!=INVALID; ++e) {
 
   637 	switch(_heap->state(w)) {
 
   639 	  _heap->push(w,OperationTraits::plus(oldvalue, (*length)[e])); 
 
   644 	    Value newvalue = OperationTraits::plus(oldvalue, (*length)[e]);
 
   645 	    if ( OperationTraits::less(newvalue, (*_heap)[w]) ) {
 
   646 	      _heap->decrease(w, newvalue); 
 
   651 	case Heap::POST_HEAP:
 
   658     ///Next node to be processed.
 
   660     ///Next node to be processed.
 
   662     ///\return The next node to be processed or INVALID if the priority heap
 
   666       return !_heap->empty()?_heap->top():INVALID;
 
   669     ///\brief Returns \c false if there are nodes
 
   670     ///to be processed in the priority heap
 
   672     ///Returns \c false if there are nodes
 
   673     ///to be processed in the priority heap
 
   674     bool emptyQueue() { return _heap->empty(); }
 
   675     ///Returns the number of the nodes to be processed in the priority heap
 
   677     ///Returns the number of the nodes to be processed in the priority heap
 
   679     int queueSize() { return _heap->size(); }
 
   681     ///Executes the algorithm.
 
   683     ///Executes the algorithm.
 
   685     ///\pre init() must be called and at least one node should be added
 
   686     ///with addSource() before using this function.
 
   688     ///This method runs the %Dijkstra algorithm from the root node(s)
 
   691     ///shortest path to each node. The algorithm computes
 
   692     ///- The shortest path tree.
 
   693     ///- The distance of each node from the root(s).
 
   697       while ( !_heap->empty() ) processNextNode();
 
   700     ///Executes the algorithm until \c dest is reached.
 
   702     ///Executes the algorithm until \c dest is reached.
 
   704     ///\pre init() must be called and at least one node should be added
 
   705     ///with addSource() before using this function.
 
   707     ///This method runs the %Dijkstra algorithm from the root node(s)
 
   710     ///shortest path to \c dest. The algorithm computes
 
   711     ///- The shortest path to \c  dest.
 
   712     ///- The distance of \c dest from the root(s).
 
   714     void start(Node dest)
 
   716       while ( !_heap->empty() && _heap->top()!=dest ) processNextNode();
 
   717       if ( !_heap->empty() ) finalizeNodeData(_heap->top(),_heap->prio());
 
   720     ///Executes the algorithm until a condition is met.
 
   722     ///Executes the algorithm until a condition is met.
 
   724     ///\pre init() must be called and at least one node should be added
 
   725     ///with addSource() before using this function.
 
   727     ///\param nm must be a bool (or convertible) node map. The algorithm
 
   728     ///will stop when it reaches a node \c v with <tt>nm[v]</tt> true.
 
   730     ///\return The reached node \c v with <tt>nm[v]</tt> true or
 
   731     ///\c INVALID if no such node was found.
 
   732     template<class NodeBoolMap>
 
   733     Node start(const NodeBoolMap &nm)
 
   735       while ( !_heap->empty() && !nm[_heap->top()] ) processNextNode();
 
   736       if ( _heap->empty() ) return INVALID;
 
   737       finalizeNodeData(_heap->top(),_heap->prio());
 
   741     ///Runs %Dijkstra algorithm from node \c s.
 
   743     ///This method runs the %Dijkstra algorithm from a root node \c s
 
   746     ///shortest path to each node. The algorithm computes
 
   747     ///- The shortest path tree.
 
   748     ///- The distance of each node from the root.
 
   750     ///\note d.run(s) is just a shortcut of the following code.
 
   762     ///Finds the shortest path between \c s and \c t.
 
   764     ///Finds the shortest path between \c s and \c t.
 
   766     ///\return The length of the shortest s---t path if there exists one,
 
   768     ///\note Apart from the return value, d.run(s) is
 
   769     ///just a shortcut of the following code.
 
   775     Value run(Node s,Node t) {
 
   779       return (*_pred)[t]==INVALID?OperationTraits::zero():(*_dist)[t];
 
   784     ///\name Query Functions
 
   785     ///The result of the %Dijkstra algorithm can be obtained using these
 
   787     ///Before the use of these functions,
 
   788     ///either run() or start() must be called.
 
   792     ///Gives back the shortest path.
 
   794     ///Gives back the shortest path.
 
   795     ///\pre The \c t should be reachable from the source.
 
   798       return Path(*G, *_pred, t);
 
   801     ///The distance of a node from the root.
 
   803     ///Returns the distance of a node from the root.
 
   804     ///\pre \ref run() must be called before using this function.
 
   805     ///\warning If node \c v in unreachable from the root the return value
 
   806     ///of this funcion is undefined.
 
   807     Value dist(Node v) const { return (*_dist)[v]; }
 
   809     ///The current distance of a node from the root.
 
   811     ///Returns the current distance of a node from the root.
 
   812     ///It may be decreased in the following processes.
 
   813     ///\pre \c node should be reached but not processed
 
   814     Value currentDist(Node v) const { return (*_heap)[v]; }
 
   816     ///Returns the 'previous arc' of the shortest path tree.
 
   818     ///For a node \c v it returns the 'previous arc' of the shortest path tree,
 
   819     ///i.e. it returns the last arc of a shortest path from the root to \c
 
   820     ///v. It is \ref INVALID
 
   821     ///if \c v is unreachable from the root or if \c v=s. The
 
   822     ///shortest path tree used here is equal to the shortest path tree used in
 
   823     ///\ref predNode().  \pre \ref run() must be called before using
 
   825     Arc predArc(Node v) const { return (*_pred)[v]; }
 
   827     ///Returns the 'previous node' of the shortest path tree.
 
   829     ///For a node \c v it returns the 'previous node' of the shortest path tree,
 
   830     ///i.e. it returns the last but one node from a shortest path from the
 
   831     ///root to \c /v. It is INVALID if \c v is unreachable from the root or if
 
   832     ///\c v=s. The shortest path tree used here is equal to the shortest path
 
   833     ///tree used in \ref predArc().  \pre \ref run() must be called before
 
   834     ///using this function.
 
   835     Node predNode(Node v) const { return (*_pred)[v]==INVALID ? INVALID:
 
   836 				  G->source((*_pred)[v]); }
 
   838     ///Returns a reference to the NodeMap of distances.
 
   840     ///Returns a reference to the NodeMap of distances. \pre \ref run() must
 
   841     ///be called before using this function.
 
   842     const DistMap &distMap() const { return *_dist;}
 
   844     ///Returns a reference to the shortest path tree map.
 
   846     ///Returns a reference to the NodeMap of the arcs of the
 
   847     ///shortest path tree.
 
   848     ///\pre \ref run() must be called before using this function.
 
   849     const PredMap &predMap() const { return *_pred;}
 
   851     ///Checks if a node is reachable from the root.
 
   853     ///Returns \c true if \c v is reachable from the root.
 
   854     ///\warning The source nodes are inditated as unreached.
 
   855     ///\pre \ref run() must be called before using this function.
 
   857     bool reached(Node v) { return (*_heap_cross_ref)[v] != Heap::PRE_HEAP; }
 
   859     ///Checks if a node is processed.
 
   861     ///Returns \c true if \c v is processed, i.e. the shortest
 
   862     ///path to \c v has already found.
 
   863     ///\pre \ref run() must be called before using this function.
 
   865     bool processed(Node v) { return (*_heap_cross_ref)[v] == Heap::POST_HEAP; }
 
   874   ///Default traits class of Dijkstra function.
 
   876   ///Default traits class of Dijkstra function.
 
   877   ///\tparam GR Digraph type.
 
   878   ///\tparam LM Type of length map.
 
   879   template<class GR, class LM>
 
   880   struct DijkstraWizardDefaultTraits
 
   882     ///The digraph type the algorithm runs on. 
 
   884     ///The type of the map that stores the arc lengths.
 
   886     ///The type of the map that stores the arc lengths.
 
   887     ///It must meet the \ref concepts::ReadMap "ReadMap" concept.
 
   888     typedef LM LengthMap;
 
   889     //The type of the length of the arcs.
 
   890     typedef typename LM::Value Value;
 
   891     /// Operation traits for Dijkstra algorithm.
 
   893     /// It defines the used operation by the algorithm.
 
   894     /// \see DijkstraDefaultOperationTraits
 
   895     typedef DijkstraDefaultOperationTraits<Value> OperationTraits;
 
   896     ///The heap type used by Dijkstra algorithm.
 
   898     /// The cross reference type used by heap.
 
   900     /// The cross reference type used by heap.
 
   901     /// Usually it is \c Digraph::NodeMap<int>.
 
   902     typedef typename Digraph::template NodeMap<int> HeapCrossRef;
 
   903     ///Instantiates a HeapCrossRef.
 
   905     ///This function instantiates a \ref HeapCrossRef. 
 
   906     /// \param G is the digraph, to which we would like to define the 
 
   908     /// \todo The digraph alone may be insufficient for the initialization
 
   909     static HeapCrossRef *createHeapCrossRef(const GR &G) 
 
   911       return new HeapCrossRef(G);
 
   914     ///The heap type used by Dijkstra algorithm.
 
   916     ///The heap type used by Dijkstra algorithm.
 
   920     typedef BinHeap<typename LM::Value, typename GR::template NodeMap<int>,
 
   921 		    std::less<Value> > Heap;
 
   923     static Heap *createHeap(HeapCrossRef& R) 
 
   928     ///\brief The type of the map that stores the last
 
   929     ///arcs of the shortest paths.
 
   931     ///The type of the map that stores the last
 
   932     ///arcs of the shortest paths.
 
   933     ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
 
   935     typedef NullMap <typename GR::Node,typename GR::Arc> PredMap;
 
   936     ///Instantiates a PredMap.
 
   938     ///This function instantiates a \ref PredMap. 
 
   939     ///\param g is the digraph, to which we would like to define the PredMap.
 
   940     ///\todo The digraph alone may be insufficient for the initialization
 
   942     static PredMap *createPredMap(const GR &g) 
 
   944     static PredMap *createPredMap(const GR &) 
 
   947       return new PredMap();
 
   949     ///The type of the map that stores whether a nodes is processed.
 
   951     ///The type of the map that stores whether a nodes is processed.
 
   952     ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
 
   953     ///By default it is a NullMap.
 
   954     ///\todo If it is set to a real map,
 
   955     ///Dijkstra::processed() should read this.
 
   956     ///\todo named parameter to set this type, function to read and write.
 
   957     typedef NullMap<typename Digraph::Node,bool> ProcessedMap;
 
   958     ///Instantiates a ProcessedMap.
 
   960     ///This function instantiates a \ref ProcessedMap. 
 
   961     ///\param g is the digraph, to which
 
   962     ///we would like to define the \ref ProcessedMap
 
   964     static ProcessedMap *createProcessedMap(const GR &g)
 
   966     static ProcessedMap *createProcessedMap(const GR &)
 
   969       return new ProcessedMap();
 
   971     ///The type of the map that stores the dists of the nodes.
 
   973     ///The type of the map that stores the dists of the nodes.
 
   974     ///It must meet the \ref concepts::WriteMap "WriteMap" concept.
 
   976     typedef NullMap<typename Digraph::Node,typename LM::Value> DistMap;
 
   977     ///Instantiates a DistMap.
 
   979     ///This function instantiates a \ref DistMap. 
 
   980     ///\param g is the digraph, to which we would like to define the \ref DistMap
 
   982     static DistMap *createDistMap(const GR &g)
 
   984     static DistMap *createDistMap(const GR &)
 
   987       return new DistMap();
 
   991   /// Default traits used by \ref DijkstraWizard
 
   993   /// To make it easier to use Dijkstra algorithm
 
   994   ///we have created a wizard class.
 
   995   /// This \ref DijkstraWizard class needs default traits,
 
   996   ///as well as the \ref Dijkstra class.
 
   997   /// The \ref DijkstraWizardBase is a class to be the default traits of the
 
   998   /// \ref DijkstraWizard class.
 
   999   /// \todo More named parameters are required...
 
  1000   template<class GR,class LM>
 
  1001   class DijkstraWizardBase : public DijkstraWizardDefaultTraits<GR,LM>
 
  1004     typedef DijkstraWizardDefaultTraits<GR,LM> Base;
 
  1006     /// Type of the nodes in the digraph.
 
  1007     typedef typename Base::Digraph::Node Node;
 
  1009     /// Pointer to the underlying digraph.
 
  1011     /// Pointer to the length map
 
  1013     ///Pointer to the map of predecessors arcs.
 
  1015     ///Pointer to the map of distances.
 
  1017     ///Pointer to the source node.
 
  1023     /// This constructor does not require parameters, therefore it initiates
 
  1024     /// all of the attributes to default values (0, INVALID).
 
  1025     DijkstraWizardBase() : _g(0), _length(0), _pred(0),
 
  1026 			   _dist(0), _source(INVALID) {}
 
  1030     /// This constructor requires some parameters,
 
  1031     /// listed in the parameters list.
 
  1032     /// Others are initiated to 0.
 
  1033     /// \param g is the initial value of  \ref _g
 
  1034     /// \param l is the initial value of  \ref _length
 
  1035     /// \param s is the initial value of  \ref _source
 
  1036     DijkstraWizardBase(const GR &g,const LM &l, Node s=INVALID) :
 
  1037       _g(reinterpret_cast<void*>(const_cast<GR*>(&g))), 
 
  1038       _length(reinterpret_cast<void*>(const_cast<LM*>(&l))), 
 
  1039       _pred(0), _dist(0), _source(s) {}
 
  1043   /// A class to make the usage of Dijkstra algorithm easier
 
  1045   /// This class is created to make it easier to use Dijkstra algorithm.
 
  1046   /// It uses the functions and features of the plain \ref Dijkstra,
 
  1047   /// but it is much simpler to use it.
 
  1049   /// Simplicity means that the way to change the types defined
 
  1050   /// in the traits class is based on functions that returns the new class
 
  1051   /// and not on templatable built-in classes.
 
  1052   /// When using the plain \ref Dijkstra
 
  1053   /// the new class with the modified type comes from
 
  1054   /// the original class by using the ::
 
  1055   /// operator. In the case of \ref DijkstraWizard only
 
  1056   /// a function have to be called and it will
 
  1057   /// return the needed class.
 
  1059   /// It does not have own \ref run method. When its \ref run method is called
 
  1060   /// it initiates a plain \ref Dijkstra class, and calls the \ref 
 
  1061   /// Dijkstra::run method of it.
 
  1063   class DijkstraWizard : public TR
 
  1067     ///The type of the underlying digraph.
 
  1068     typedef typename TR::Digraph Digraph;
 
  1070     typedef typename Digraph::Node Node;
 
  1072     typedef typename Digraph::NodeIt NodeIt;
 
  1074     typedef typename Digraph::Arc Arc;
 
  1076     typedef typename Digraph::OutArcIt OutArcIt;
 
  1078     ///The type of the map that stores the arc lengths.
 
  1079     typedef typename TR::LengthMap LengthMap;
 
  1080     ///The type of the length of the arcs.
 
  1081     typedef typename LengthMap::Value Value;
 
  1082     ///\brief The type of the map that stores the last
 
  1083     ///arcs of the shortest paths.
 
  1084     typedef typename TR::PredMap PredMap;
 
  1085     ///The type of the map that stores the dists of the nodes.
 
  1086     typedef typename TR::DistMap DistMap;
 
  1087     ///The heap type used by the dijkstra algorithm.
 
  1088     typedef typename TR::Heap Heap;
 
  1091     DijkstraWizard() : TR() {}
 
  1093     /// Constructor that requires parameters.
 
  1095     /// Constructor that requires parameters.
 
  1096     /// These parameters will be the default values for the traits class.
 
  1097     DijkstraWizard(const Digraph &g,const LengthMap &l, Node s=INVALID) :
 
  1101     DijkstraWizard(const TR &b) : TR(b) {}
 
  1103     ~DijkstraWizard() {}
 
  1105     ///Runs Dijkstra algorithm from a given node.
 
  1107     ///Runs Dijkstra algorithm from a given node.
 
  1108     ///The node can be given by the \ref source function.
 
  1111       if(Base::_source==INVALID) throw UninitializedParameter();
 
  1112       Dijkstra<Digraph,LengthMap,TR> 
 
  1113 	dij(*reinterpret_cast<const Digraph*>(Base::_g),
 
  1114             *reinterpret_cast<const LengthMap*>(Base::_length));
 
  1115       if(Base::_pred) dij.predMap(*reinterpret_cast<PredMap*>(Base::_pred));
 
  1116       if(Base::_dist) dij.distMap(*reinterpret_cast<DistMap*>(Base::_dist));
 
  1117       dij.run(Base::_source);
 
  1120     ///Runs Dijkstra algorithm from the given node.
 
  1122     ///Runs Dijkstra algorithm from the given node.
 
  1123     ///\param s is the given source.
 
  1131     struct DefPredMapBase : public Base {
 
  1133       static PredMap *createPredMap(const Digraph &) { return 0; };
 
  1134       DefPredMapBase(const TR &b) : TR(b) {}
 
  1137     ///\brief \ref named-templ-param "Named parameter"
 
  1138     ///function for setting PredMap type
 
  1140     /// \ref named-templ-param "Named parameter"
 
  1141     ///function for setting PredMap type
 
  1144     DijkstraWizard<DefPredMapBase<T> > predMap(const T &t) 
 
  1146       Base::_pred=reinterpret_cast<void*>(const_cast<T*>(&t));
 
  1147       return DijkstraWizard<DefPredMapBase<T> >(*this);
 
  1151     struct DefDistMapBase : public Base {
 
  1153       static DistMap *createDistMap(const Digraph &) { return 0; };
 
  1154       DefDistMapBase(const TR &b) : TR(b) {}
 
  1157     ///\brief \ref named-templ-param "Named parameter"
 
  1158     ///function for setting DistMap type
 
  1160     /// \ref named-templ-param "Named parameter"
 
  1161     ///function for setting DistMap type
 
  1164     DijkstraWizard<DefDistMapBase<T> > distMap(const T &t) 
 
  1166       Base::_dist=reinterpret_cast<void*>(const_cast<T*>(&t));
 
  1167       return DijkstraWizard<DefDistMapBase<T> >(*this);
 
  1170     /// Sets the source node, from which the Dijkstra algorithm runs.
 
  1172     /// Sets the source node, from which the Dijkstra algorithm runs.
 
  1173     /// \param s is the source node.
 
  1174     DijkstraWizard<TR> &source(Node s) 
 
  1182   ///Function type interface for Dijkstra algorithm.
 
  1184   /// \ingroup shortest_path
 
  1185   ///Function type interface for Dijkstra algorithm.
 
  1187   ///This function also has several
 
  1188   ///\ref named-templ-func-param "named parameters",
 
  1189   ///they are declared as the members of class \ref DijkstraWizard.
 
  1191   ///example shows how to use these parameters.
 
  1193   ///  dijkstra(g,length,source).predMap(preds).run();
 
  1195   ///\warning Don't forget to put the \ref DijkstraWizard::run() "run()"
 
  1196   ///to the end of the parameter list.
 
  1197   ///\sa DijkstraWizard
 
  1199   template<class GR, class LM>
 
  1200   DijkstraWizard<DijkstraWizardBase<GR,LM> >
 
  1201   dijkstra(const GR &g,const LM &l,typename GR::Node s=INVALID)
 
  1203     return DijkstraWizard<DijkstraWizardBase<GR,LM> >(g,l,s);
 
  1206 } //END OF NAMESPACE LEMON