src/lemon/dijkstra.h
changeset 1435 8e85e6bbefdf
parent 1434 d8475431bbbb
child 1436 e0beb94d08bf
     1.1 --- a/src/lemon/dijkstra.h	Sat May 21 21:04:57 2005 +0000
     1.2 +++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.3 @@ -1,1074 +0,0 @@
     1.4 -/* -*- C++ -*-
     1.5 - * src/lemon/dijkstra.h - Part of LEMON, a generic C++ optimization library
     1.6 - *
     1.7 - * Copyright (C) 2005 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     1.8 - * (Egervary Research Group on Combinatorial Optimization, EGRES).
     1.9 - *
    1.10 - * Permission to use, modify and distribute this software is granted
    1.11 - * provided that this copyright notice appears in all copies. For
    1.12 - * precise terms see the accompanying LICENSE file.
    1.13 - *
    1.14 - * This software is provided "AS IS" with no warranty of any kind,
    1.15 - * express or implied, and with no claim as to its suitability for any
    1.16 - * purpose.
    1.17 - *
    1.18 - */
    1.19 -
    1.20 -#ifndef LEMON_DIJKSTRA_H
    1.21 -#define LEMON_DIJKSTRA_H
    1.22 -
    1.23 -///\ingroup flowalgs
    1.24 -///\file
    1.25 -///\brief Dijkstra algorithm.
    1.26 -///
    1.27 -///\todo getPath() should be implemented! (also for BFS and DFS)
    1.28 -
    1.29 -#include <lemon/list_graph.h>
    1.30 -#include <lemon/bin_heap.h>
    1.31 -#include <lemon/invalid.h>
    1.32 -#include <lemon/error.h>
    1.33 -#include <lemon/maps.h>
    1.34 -
    1.35 -namespace lemon {
    1.36 -
    1.37 -
    1.38 -  
    1.39 -  ///Default traits class of Dijkstra class.
    1.40 -
    1.41 -  ///Default traits class of Dijkstra class.
    1.42 -  ///\param GR Graph type.
    1.43 -  ///\param LM Type of length map.
    1.44 -  template<class GR, class LM>
    1.45 -  struct DijkstraDefaultTraits
    1.46 -  {
    1.47 -    ///The graph type the algorithm runs on. 
    1.48 -    typedef GR Graph;
    1.49 -    ///The type of the map that stores the edge lengths.
    1.50 -
    1.51 -    ///The type of the map that stores the edge lengths.
    1.52 -    ///It must meet the \ref concept::ReadMap "ReadMap" concept.
    1.53 -    typedef LM LengthMap;
    1.54 -    //The type of the length of the edges.
    1.55 -    typedef typename LM::Value Value;
    1.56 -    ///The heap type used by Dijkstra algorithm.
    1.57 -
    1.58 -    ///The heap type used by Dijkstra algorithm.
    1.59 -    ///
    1.60 -    ///\sa BinHeap
    1.61 -    ///\sa Dijkstra
    1.62 -    typedef BinHeap<typename Graph::Node,
    1.63 -		    typename LM::Value,
    1.64 -		    typename GR::template NodeMap<int>,
    1.65 -		    std::less<Value> > Heap;
    1.66 -
    1.67 -    ///\brief The type of the map that stores the last
    1.68 -    ///edges of the shortest paths.
    1.69 -    /// 
    1.70 -    ///The type of the map that stores the last
    1.71 -    ///edges of the shortest paths.
    1.72 -    ///It must meet the \ref concept::WriteMap "WriteMap" concept.
    1.73 -    ///
    1.74 -    typedef typename Graph::template NodeMap<typename GR::Edge> PredMap;
    1.75 -    ///Instantiates a PredMap.
    1.76 - 
    1.77 -    ///This function instantiates a \ref PredMap. 
    1.78 -    ///\param G is the graph, to which we would like to define the PredMap.
    1.79 -    ///\todo The graph alone may be insufficient for the initialization
    1.80 -    static PredMap *createPredMap(const GR &G) 
    1.81 -    {
    1.82 -      return new PredMap(G);
    1.83 -    }
    1.84 -//     ///\brief The type of the map that stores the last but one
    1.85 -//     ///nodes of the shortest paths.
    1.86 -//     ///
    1.87 -//     ///The type of the map that stores the last but one
    1.88 -//     ///nodes of the shortest paths.
    1.89 -//     ///It must meet the \ref concept::WriteMap "WriteMap" concept.
    1.90 -//     ///
    1.91 -//     typedef NullMap<typename Graph::Node,typename Graph::Node> PredNodeMap;
    1.92 -//     ///Instantiates a PredNodeMap.
    1.93 -    
    1.94 -//     ///This function instantiates a \ref PredNodeMap. 
    1.95 -//     ///\param G is the graph, to which
    1.96 -//     ///we would like to define the \ref PredNodeMap
    1.97 -//     static PredNodeMap *createPredNodeMap(const GR &G)
    1.98 -//     {
    1.99 -//       return new PredNodeMap();
   1.100 -//     }
   1.101 -
   1.102 -    ///The type of the map that stores whether a nodes is processed.
   1.103 - 
   1.104 -    ///The type of the map that stores whether a nodes is processed.
   1.105 -    ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.106 -    ///By default it is a NullMap.
   1.107 -    ///\todo If it is set to a real map,
   1.108 -    ///Dijkstra::processed() should read this.
   1.109 -    ///\todo named parameter to set this type, function to read and write.
   1.110 -    typedef NullMap<typename Graph::Node,bool> ProcessedMap;
   1.111 -    ///Instantiates a ProcessedMap.
   1.112 - 
   1.113 -    ///This function instantiates a \ref ProcessedMap. 
   1.114 -    ///\param G is the graph, to which
   1.115 -    ///we would like to define the \ref ProcessedMap
   1.116 -    static ProcessedMap *createProcessedMap(const GR &)
   1.117 -    {
   1.118 -      return new ProcessedMap();
   1.119 -    }
   1.120 -    ///The type of the map that stores the dists of the nodes.
   1.121 - 
   1.122 -    ///The type of the map that stores the dists of the nodes.
   1.123 -    ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.124 -    ///
   1.125 -    typedef typename Graph::template NodeMap<typename LM::Value> DistMap;
   1.126 -    ///Instantiates a DistMap.
   1.127 - 
   1.128 -    ///This function instantiates a \ref DistMap. 
   1.129 -    ///\param G is the graph, to which we would like to define the \ref DistMap
   1.130 -    static DistMap *createDistMap(const GR &G)
   1.131 -    {
   1.132 -      return new DistMap(G);
   1.133 -    }
   1.134 -  };
   1.135 -  
   1.136 -  ///%Dijkstra algorithm class.
   1.137 -  
   1.138 -  /// \ingroup flowalgs
   1.139 -  ///This class provides an efficient implementation of %Dijkstra algorithm.
   1.140 -  ///The edge lengths are passed to the algorithm using a
   1.141 -  ///\ref concept::ReadMap "ReadMap",
   1.142 -  ///so it is easy to change it to any kind of length.
   1.143 -  ///
   1.144 -  ///The type of the length is determined by the
   1.145 -  ///\ref concept::ReadMap::Value "Value" of the length map.
   1.146 -  ///
   1.147 -  ///It is also possible to change the underlying priority heap.
   1.148 -  ///
   1.149 -  ///\param GR The graph type the algorithm runs on. The default value
   1.150 -  ///is \ref ListGraph. The value of GR is not used directly by
   1.151 -  ///Dijkstra, it is only passed to \ref DijkstraDefaultTraits.
   1.152 -  ///\param LM This read-only EdgeMap determines the lengths of the
   1.153 -  ///edges. It is read once for each edge, so the map may involve in
   1.154 -  ///relatively time consuming process to compute the edge length if
   1.155 -  ///it is necessary. The default map type is \ref
   1.156 -  ///concept::StaticGraph::EdgeMap "Graph::EdgeMap<int>".  The value
   1.157 -  ///of LM is not used directly by Dijkstra, it is only passed to \ref
   1.158 -  ///DijkstraDefaultTraits.  \param TR Traits class to set
   1.159 -  ///various data types used by the algorithm.  The default traits
   1.160 -  ///class is \ref DijkstraDefaultTraits
   1.161 -  ///"DijkstraDefaultTraits<GR,LM>".  See \ref
   1.162 -  ///DijkstraDefaultTraits for the documentation of a Dijkstra traits
   1.163 -  ///class.
   1.164 -  ///
   1.165 -  ///\author Jacint Szabo and Alpar Juttner
   1.166 -  ///\todo A compare object would be nice.
   1.167 -
   1.168 -#ifdef DOXYGEN
   1.169 -  template <typename GR,
   1.170 -	    typename LM,
   1.171 -	    typename TR>
   1.172 -#else
   1.173 -  template <typename GR=ListGraph,
   1.174 -	    typename LM=typename GR::template EdgeMap<int>,
   1.175 -	    typename TR=DijkstraDefaultTraits<GR,LM> >
   1.176 -#endif
   1.177 -  class Dijkstra {
   1.178 -  public:
   1.179 -    /**
   1.180 -     * \brief \ref Exception for uninitialized parameters.
   1.181 -     *
   1.182 -     * This error represents problems in the initialization
   1.183 -     * of the parameters of the algorithms.
   1.184 -     */
   1.185 -    class UninitializedParameter : public lemon::UninitializedParameter {
   1.186 -    public:
   1.187 -      virtual const char* exceptionName() const {
   1.188 -	return "lemon::Dijkstra::UninitializedParameter";
   1.189 -      }
   1.190 -    };
   1.191 -
   1.192 -    typedef TR Traits;
   1.193 -    ///The type of the underlying graph.
   1.194 -    typedef typename TR::Graph Graph;
   1.195 -    ///\e
   1.196 -    typedef typename Graph::Node Node;
   1.197 -    ///\e
   1.198 -    typedef typename Graph::NodeIt NodeIt;
   1.199 -    ///\e
   1.200 -    typedef typename Graph::Edge Edge;
   1.201 -    ///\e
   1.202 -    typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.203 -    
   1.204 -    ///The type of the length of the edges.
   1.205 -    typedef typename TR::LengthMap::Value Value;
   1.206 -    ///The type of the map that stores the edge lengths.
   1.207 -    typedef typename TR::LengthMap LengthMap;
   1.208 -    ///\brief The type of the map that stores the last
   1.209 -    ///edges of the shortest paths.
   1.210 -    typedef typename TR::PredMap PredMap;
   1.211 -//     ///\brief The type of the map that stores the last but one
   1.212 -//     ///nodes of the shortest paths.
   1.213 -//     typedef typename TR::PredNodeMap PredNodeMap;
   1.214 -    ///The type of the map indicating if a node is processed.
   1.215 -    typedef typename TR::ProcessedMap ProcessedMap;
   1.216 -    ///The type of the map that stores the dists of the nodes.
   1.217 -    typedef typename TR::DistMap DistMap;
   1.218 -    ///The heap type used by the dijkstra algorithm.
   1.219 -    typedef typename TR::Heap Heap;
   1.220 -  private:
   1.221 -    /// Pointer to the underlying graph.
   1.222 -    const Graph *G;
   1.223 -    /// Pointer to the length map
   1.224 -    const LengthMap *length;
   1.225 -    ///Pointer to the map of predecessors edges.
   1.226 -    PredMap *_pred;
   1.227 -    ///Indicates if \ref _pred is locally allocated (\c true) or not.
   1.228 -    bool local_pred;
   1.229 -//     ///Pointer to the map of predecessors nodes.
   1.230 -//     PredNodeMap *_predNode;
   1.231 -//     ///Indicates if \ref _predNode is locally allocated (\c true) or not.
   1.232 -//     bool local_predNode;
   1.233 -    ///Pointer to the map of distances.
   1.234 -    DistMap *_dist;
   1.235 -    ///Indicates if \ref _dist is locally allocated (\c true) or not.
   1.236 -    bool local_dist;
   1.237 -    ///Pointer to the map of processed status of the nodes.
   1.238 -    ProcessedMap *_processed;
   1.239 -    ///Indicates if \ref _processed is locally allocated (\c true) or not.
   1.240 -    bool local_processed;
   1.241 -
   1.242 -//     ///The source node of the last execution.
   1.243 -//     Node source;
   1.244 -
   1.245 -    ///Creates the maps if necessary.
   1.246 -    
   1.247 -    ///\todo Error if \c G or are \c NULL. What about \c length?
   1.248 -    ///\todo Better memory allocation (instead of new).
   1.249 -    void create_maps() 
   1.250 -    {
   1.251 -      if(!_pred) {
   1.252 -	local_pred = true;
   1.253 -	_pred = Traits::createPredMap(*G);
   1.254 -      }
   1.255 -//       if(!_predNode) {
   1.256 -// 	local_predNode = true;
   1.257 -// 	_predNode = Traits::createPredNodeMap(*G);
   1.258 -//       }
   1.259 -      if(!_dist) {
   1.260 -	local_dist = true;
   1.261 -	_dist = Traits::createDistMap(*G);
   1.262 -      }
   1.263 -      if(!_processed) {
   1.264 -	local_processed = true;
   1.265 -	_processed = Traits::createProcessedMap(*G);
   1.266 -      }
   1.267 -    }
   1.268 -    
   1.269 -  public :
   1.270 - 
   1.271 -    ///\name Named template parameters
   1.272 -
   1.273 -    ///@{
   1.274 -
   1.275 -    template <class T>
   1.276 -    struct DefPredMapTraits : public Traits {
   1.277 -      typedef T PredMap;
   1.278 -      static PredMap *createPredMap(const Graph &G) 
   1.279 -      {
   1.280 -	throw UninitializedParameter();
   1.281 -      }
   1.282 -    };
   1.283 -    ///\ref named-templ-param "Named parameter" for setting PredMap type
   1.284 -
   1.285 -    ///\ref named-templ-param "Named parameter" for setting PredMap type
   1.286 -    ///
   1.287 -    template <class T>
   1.288 -    class DefPredMap : public Dijkstra< Graph,
   1.289 -					LengthMap,
   1.290 -					DefPredMapTraits<T> > { };
   1.291 -    
   1.292 -//     template <class T>
   1.293 -//     struct DefPredNodeMapTraits : public Traits {
   1.294 -//       typedef T PredNodeMap;
   1.295 -//       static PredNodeMap *createPredNodeMap(const Graph &G) 
   1.296 -//       {
   1.297 -// 	throw UninitializedParameter();
   1.298 -//       }
   1.299 -//     };
   1.300 -//     ///\ref named-templ-param "Named parameter" for setting PredNodeMap type
   1.301 -
   1.302 -//     ///\ref named-templ-param "Named parameter" for setting PredNodeMap type
   1.303 -//     ///
   1.304 -//     template <class T>
   1.305 -//     class DefPredNodeMap : public Dijkstra< Graph,
   1.306 -// 					    LengthMap,
   1.307 -// 					    DefPredNodeMapTraits<T> > { };
   1.308 -    
   1.309 -    template <class T>
   1.310 -    struct DefDistMapTraits : public Traits {
   1.311 -      typedef T DistMap;
   1.312 -      static DistMap *createDistMap(const Graph &G) 
   1.313 -      {
   1.314 -	throw UninitializedParameter();
   1.315 -      }
   1.316 -    };
   1.317 -    ///\ref named-templ-param "Named parameter" for setting DistMap type
   1.318 -
   1.319 -    ///\ref named-templ-param "Named parameter" for setting DistMap type
   1.320 -    ///
   1.321 -    template <class T>
   1.322 -    class DefDistMap : public Dijkstra< Graph,
   1.323 -					LengthMap,
   1.324 -					DefDistMapTraits<T> > { };
   1.325 -    
   1.326 -    template <class T>
   1.327 -    struct DefProcessedMapTraits : public Traits {
   1.328 -      typedef T ProcessedMap;
   1.329 -      static ProcessedMap *createProcessedMap(const Graph &G) 
   1.330 -      {
   1.331 -	throw UninitializedParameter();
   1.332 -      }
   1.333 -    };
   1.334 -    ///\ref named-templ-param "Named parameter" for setting ProcessedMap type
   1.335 -
   1.336 -    ///\ref named-templ-param "Named parameter" for setting ProcessedMap type
   1.337 -    ///
   1.338 -    template <class T>
   1.339 -    class DefProcessedMap : public Dijkstra< Graph,
   1.340 -					LengthMap,
   1.341 -					DefProcessedMapTraits<T> > { };
   1.342 -    
   1.343 -    struct DefGraphProcessedMapTraits : public Traits {
   1.344 -      typedef typename Graph::template NodeMap<bool> ProcessedMap;
   1.345 -      static ProcessedMap *createProcessedMap(const Graph &G) 
   1.346 -      {
   1.347 -	return new ProcessedMap(G);
   1.348 -      }
   1.349 -    };
   1.350 -    ///\brief \ref named-templ-param "Named parameter"
   1.351 -    ///for setting the ProcessedMap type to be Graph::NodeMap<bool>.
   1.352 -    ///
   1.353 -    ///\ref named-templ-param "Named parameter"
   1.354 -    ///for setting the ProcessedMap type to be Graph::NodeMap<bool>.
   1.355 -    ///If you don't set it explicitely, it will be automatically allocated.
   1.356 -    template <class T>
   1.357 -    class DefProcessedMapToBeDefaultMap :
   1.358 -      public Dijkstra< Graph,
   1.359 -		       LengthMap,
   1.360 -		       DefGraphProcessedMapTraits> { };
   1.361 -    
   1.362 -    ///@}
   1.363 -
   1.364 -
   1.365 -  private:
   1.366 -    typename Graph::template NodeMap<int> _heap_map;
   1.367 -    Heap _heap;
   1.368 -  public:      
   1.369 -    
   1.370 -    ///Constructor.
   1.371 -    
   1.372 -    ///\param _G the graph the algorithm will run on.
   1.373 -    ///\param _length the length map used by the algorithm.
   1.374 -    Dijkstra(const Graph& _G, const LengthMap& _length) :
   1.375 -      G(&_G), length(&_length),
   1.376 -      _pred(NULL), local_pred(false),
   1.377 -//       _predNode(NULL), local_predNode(false),
   1.378 -      _dist(NULL), local_dist(false),
   1.379 -      _processed(NULL), local_processed(false),
   1.380 -      _heap_map(*G,-1),_heap(_heap_map)
   1.381 -    { }
   1.382 -    
   1.383 -    ///Destructor.
   1.384 -    ~Dijkstra() 
   1.385 -    {
   1.386 -      if(local_pred) delete _pred;
   1.387 -//       if(local_predNode) delete _predNode;
   1.388 -      if(local_dist) delete _dist;
   1.389 -      if(local_processed) delete _processed;
   1.390 -    }
   1.391 -
   1.392 -    ///Sets the length map.
   1.393 -
   1.394 -    ///Sets the length map.
   1.395 -    ///\return <tt> (*this) </tt>
   1.396 -    Dijkstra &lengthMap(const LengthMap &m) 
   1.397 -    {
   1.398 -      length = &m;
   1.399 -      return *this;
   1.400 -    }
   1.401 -
   1.402 -    ///Sets the map storing the predecessor edges.
   1.403 -
   1.404 -    ///Sets the map storing the predecessor edges.
   1.405 -    ///If you don't use this function before calling \ref run(),
   1.406 -    ///it will allocate one. The destuctor deallocates this
   1.407 -    ///automatically allocated map, of course.
   1.408 -    ///\return <tt> (*this) </tt>
   1.409 -    Dijkstra &predMap(PredMap &m) 
   1.410 -    {
   1.411 -      if(local_pred) {
   1.412 -	delete _pred;
   1.413 -	local_pred=false;
   1.414 -      }
   1.415 -      _pred = &m;
   1.416 -      return *this;
   1.417 -    }
   1.418 -
   1.419 -//     ///Sets the map storing the predecessor nodes.
   1.420 -
   1.421 -//     ///Sets the map storing the predecessor nodes.
   1.422 -//     ///If you don't use this function before calling \ref run(),
   1.423 -//     ///it will allocate one. The destuctor deallocates this
   1.424 -//     ///automatically allocated map, of course.
   1.425 -//     ///\return <tt> (*this) </tt>
   1.426 -//     Dijkstra &predNodeMap(PredNodeMap &m) 
   1.427 -//     {
   1.428 -//       if(local_predNode) {
   1.429 -// 	delete _predNode;
   1.430 -// 	local_predNode=false;
   1.431 -//       }
   1.432 -//       _predNode = &m;
   1.433 -//       return *this;
   1.434 -//     }
   1.435 -
   1.436 -    ///Sets the map storing the distances calculated by the algorithm.
   1.437 -
   1.438 -    ///Sets the map storing the distances calculated by the algorithm.
   1.439 -    ///If you don't use this function before calling \ref run(),
   1.440 -    ///it will allocate one. The destuctor deallocates this
   1.441 -    ///automatically allocated map, of course.
   1.442 -    ///\return <tt> (*this) </tt>
   1.443 -    Dijkstra &distMap(DistMap &m) 
   1.444 -    {
   1.445 -      if(local_dist) {
   1.446 -	delete _dist;
   1.447 -	local_dist=false;
   1.448 -      }
   1.449 -      _dist = &m;
   1.450 -      return *this;
   1.451 -    }
   1.452 -
   1.453 -  private:
   1.454 -    void finalizeNodeData(Node v,Value dst)
   1.455 -    {
   1.456 -      _processed->set(v,true);
   1.457 -      _dist->set(v, dst);
   1.458 -//       if((*_pred)[v]!=INVALID)
   1.459 -//       _predNode->set(v,G->source((*_pred)[v])); ///\todo What to do?
   1.460 -    }
   1.461 -
   1.462 -  public:
   1.463 -    ///\name Execution control
   1.464 -    ///The simplest way to execute the algorithm is to use
   1.465 -    ///one of the member functions called \c run(...).
   1.466 -    ///\n
   1.467 -    ///If you need more control on the execution,
   1.468 -    ///first you must call \ref init(), then you can add several source nodes
   1.469 -    ///with \ref addSource().
   1.470 -    ///Finally \ref start() will perform the actual path
   1.471 -    ///computation.
   1.472 -
   1.473 -    ///@{
   1.474 -
   1.475 -    ///Initializes the internal data structures.
   1.476 -
   1.477 -    ///Initializes the internal data structures.
   1.478 -    ///
   1.479 -    ///\todo _heap_map's type could also be in the traits class.
   1.480 -    ///\todo The heaps should be able to make themselves empty directly.
   1.481 -    void init()
   1.482 -    {
   1.483 -      create_maps();
   1.484 -      while(!_heap.empty()) _heap.pop();
   1.485 -      for ( NodeIt u(*G) ; u!=INVALID ; ++u ) {
   1.486 -	_pred->set(u,INVALID);
   1.487 -// 	_predNode->set(u,INVALID);
   1.488 -	_processed->set(u,false);
   1.489 -	_heap_map.set(u,Heap::PRE_HEAP);
   1.490 -      }
   1.491 -    }
   1.492 -    
   1.493 -    ///Adds a new source node.
   1.494 -
   1.495 -    ///Adds a new source node to the priority heap.
   1.496 -    ///
   1.497 -    ///The optional second parameter is the initial distance of the node.
   1.498 -    ///
   1.499 -    ///It checks if the node has already been added to the heap and
   1.500 -    ///It is pushed to the heap only if either it was not in the heap
   1.501 -    ///or the shortest path found till then is longer then \c dst.
   1.502 -    void addSource(Node s,Value dst=0)
   1.503 -    {
   1.504 -//       source = s;
   1.505 -      if(_heap.state(s) != Heap::IN_HEAP) _heap.push(s,dst);
   1.506 -      else if(_heap[s]<dst) {
   1.507 -	_heap.push(s,dst);
   1.508 -	_pred->set(s,INVALID);
   1.509 -      }
   1.510 -    }
   1.511 -    
   1.512 -    ///Processes the next node in the priority heap
   1.513 -
   1.514 -    ///Processes the next node in the priority heap.
   1.515 -    ///
   1.516 -    ///\warning The priority heap must not be empty!
   1.517 -    void processNextNode()
   1.518 -    {
   1.519 -      Node v=_heap.top(); 
   1.520 -      Value oldvalue=_heap[v];
   1.521 -      _heap.pop();
   1.522 -      finalizeNodeData(v,oldvalue);
   1.523 -      
   1.524 -      for(OutEdgeIt e(*G,v); e!=INVALID; ++e) {
   1.525 -	Node w=G->target(e); 
   1.526 -	switch(_heap.state(w)) {
   1.527 -	case Heap::PRE_HEAP:
   1.528 -	  _heap.push(w,oldvalue+(*length)[e]); 
   1.529 -	  _pred->set(w,e);
   1.530 -//  	  _predNode->set(w,v);
   1.531 -	  break;
   1.532 -	case Heap::IN_HEAP:
   1.533 -	  if ( oldvalue+(*length)[e] < _heap[w] ) {
   1.534 -	    _heap.decrease(w, oldvalue+(*length)[e]); 
   1.535 -	    _pred->set(w,e);
   1.536 -// 	    _predNode->set(w,v);
   1.537 -	  }
   1.538 -	  break;
   1.539 -	case Heap::POST_HEAP:
   1.540 -	  break;
   1.541 -	}
   1.542 -      }
   1.543 -    }
   1.544 -
   1.545 -    ///\brief Returns \c false if there are nodes
   1.546 -    ///to be processed in the priority heap
   1.547 -    ///
   1.548 -    ///Returns \c false if there are nodes
   1.549 -    ///to be processed in the priority heap
   1.550 -    bool emptyQueue() { return _heap.empty(); }
   1.551 -    ///Returns the number of the nodes to be processed in the priority heap
   1.552 -
   1.553 -    ///Returns the number of the nodes to be processed in the priority heap
   1.554 -    ///
   1.555 -    int queueSize() { return _heap.size(); }
   1.556 -    
   1.557 -    ///Executes the algorithm.
   1.558 -
   1.559 -    ///Executes the algorithm.
   1.560 -    ///
   1.561 -    ///\pre init() must be called and at least one node should be added
   1.562 -    ///with addSource() before using this function.
   1.563 -    ///
   1.564 -    ///This method runs the %Dijkstra algorithm from the root node(s)
   1.565 -    ///in order to
   1.566 -    ///compute the
   1.567 -    ///shortest path to each node. The algorithm computes
   1.568 -    ///- The shortest path tree.
   1.569 -    ///- The distance of each node from the root(s).
   1.570 -    ///
   1.571 -    void start()
   1.572 -    {
   1.573 -      while ( !_heap.empty() ) processNextNode();
   1.574 -    }
   1.575 -    
   1.576 -    ///Executes the algorithm until \c dest is reached.
   1.577 -
   1.578 -    ///Executes the algorithm until \c dest is reached.
   1.579 -    ///
   1.580 -    ///\pre init() must be called and at least one node should be added
   1.581 -    ///with addSource() before using this function.
   1.582 -    ///
   1.583 -    ///This method runs the %Dijkstra algorithm from the root node(s)
   1.584 -    ///in order to
   1.585 -    ///compute the
   1.586 -    ///shortest path to \c dest. The algorithm computes
   1.587 -    ///- The shortest path to \c  dest.
   1.588 -    ///- The distance of \c dest from the root(s).
   1.589 -    ///
   1.590 -    void start(Node dest)
   1.591 -    {
   1.592 -      while ( !_heap.empty() && _heap.top()!=dest ) processNextNode();
   1.593 -      if ( !_heap.empty() ) finalizeNodeData(_heap.top(),_heap.prio());
   1.594 -    }
   1.595 -    
   1.596 -    ///Executes the algorithm until a condition is met.
   1.597 -
   1.598 -    ///Executes the algorithm until a condition is met.
   1.599 -    ///
   1.600 -    ///\pre init() must be called and at least one node should be added
   1.601 -    ///with addSource() before using this function.
   1.602 -    ///
   1.603 -    ///\param nm must be a bool (or convertible) node map. The algorithm
   1.604 -    ///will stop when it reaches a node \c v with <tt>nm[v]==true</tt>.
   1.605 -    template<class NodeBoolMap>
   1.606 -    void start(const NodeBoolMap &nm)
   1.607 -    {
   1.608 -      while ( !_heap.empty() && !nm[_heap.top()] ) processNextNode();
   1.609 -      if ( !_heap.empty() ) finalizeNodeData(_heap.top(),_heap.prio());
   1.610 -    }
   1.611 -    
   1.612 -    ///Runs %Dijkstra algorithm from node \c s.
   1.613 -    
   1.614 -    ///This method runs the %Dijkstra algorithm from a root node \c s
   1.615 -    ///in order to
   1.616 -    ///compute the
   1.617 -    ///shortest path to each node. The algorithm computes
   1.618 -    ///- The shortest path tree.
   1.619 -    ///- The distance of each node from the root.
   1.620 -    ///
   1.621 -    ///\note d.run(s) is just a shortcut of the following code.
   1.622 -    ///\code
   1.623 -    ///  d.init();
   1.624 -    ///  d.addSource(s);
   1.625 -    ///  d.start();
   1.626 -    ///\endcode
   1.627 -    void run(Node s) {
   1.628 -      init();
   1.629 -      addSource(s);
   1.630 -      start();
   1.631 -    }
   1.632 -    
   1.633 -    ///Finds the shortest path between \c s and \c t.
   1.634 -    
   1.635 -    ///Finds the shortest path between \c s and \c t.
   1.636 -    ///
   1.637 -    ///\return The length of the shortest s---t path if there exists one,
   1.638 -    ///0 otherwise.
   1.639 -    ///\note Apart from the return value, d.run(s) is
   1.640 -    ///just a shortcut of the following code.
   1.641 -    ///\code
   1.642 -    ///  d.init();
   1.643 -    ///  d.addSource(s);
   1.644 -    ///  d.start(t);
   1.645 -    ///\endcode
   1.646 -    Value run(Node s,Node t) {
   1.647 -      init();
   1.648 -      addSource(s);
   1.649 -      start(t);
   1.650 -      return (*_pred)[t]==INVALID?0:(*_dist)[t];
   1.651 -    }
   1.652 -    
   1.653 -    ///@}
   1.654 -
   1.655 -    ///\name Query Functions
   1.656 -    ///The result of the %Dijkstra algorithm can be obtained using these
   1.657 -    ///functions.\n
   1.658 -    ///Before the use of these functions,
   1.659 -    ///either run() or start() must be called.
   1.660 -    
   1.661 -    ///@{
   1.662 -
   1.663 -    ///Copies the shortest path to \c t into \c p
   1.664 -    
   1.665 -    ///This function copies the shortest path to \c t into \c p.
   1.666 -    ///If it \c \t is a source itself or unreachable, then it does not
   1.667 -    ///alter \c p.
   1.668 -    ///\todo Is it the right way to handle unreachable nodes?
   1.669 -    ///\return Returns \c true if a path to \c t was actually copied to \c p,
   1.670 -    ///\c false otherwise.
   1.671 -    ///\sa DirPath
   1.672 -    template<class P>
   1.673 -    bool getPath(P &p,Node t) 
   1.674 -    {
   1.675 -      if(reached(t)) {
   1.676 -	p.clear();
   1.677 -	typename P::Builder b(p);
   1.678 -	for(b.setStartNode(t);pred(t)!=INVALID;t=predNode(t))
   1.679 -	  b.pushFront(pred(t));
   1.680 -	b.commit();
   1.681 -	return true;
   1.682 -      }
   1.683 -      return false;
   1.684 -    }
   1.685 -	  
   1.686 -    ///The distance of a node from the root.
   1.687 -
   1.688 -    ///Returns the distance of a node from the root.
   1.689 -    ///\pre \ref run() must be called before using this function.
   1.690 -    ///\warning If node \c v in unreachable from the root the return value
   1.691 -    ///of this funcion is undefined.
   1.692 -    Value dist(Node v) const { return (*_dist)[v]; }
   1.693 -
   1.694 -    ///Returns the 'previous edge' of the shortest path tree.
   1.695 -
   1.696 -    ///For a node \c v it returns the 'previous edge' of the shortest path tree,
   1.697 -    ///i.e. it returns the last edge of a shortest path from the root to \c
   1.698 -    ///v. It is \ref INVALID
   1.699 -    ///if \c v is unreachable from the root or if \c v=s. The
   1.700 -    ///shortest path tree used here is equal to the shortest path tree used in
   1.701 -    ///\ref predNode(Node v).  \pre \ref run() must be called before using
   1.702 -    ///this function.
   1.703 -    ///\todo predEdge could be a better name.
   1.704 -    Edge pred(Node v) const { return (*_pred)[v]; }
   1.705 -
   1.706 -    ///Returns the 'previous node' of the shortest path tree.
   1.707 -
   1.708 -    ///For a node \c v it returns the 'previous node' of the shortest path tree,
   1.709 -    ///i.e. it returns the last but one node from a shortest path from the
   1.710 -    ///root to \c /v. It is INVALID if \c v is unreachable from the root or if
   1.711 -    ///\c v=s. The shortest path tree used here is equal to the shortest path
   1.712 -    ///tree used in \ref pred(Node v).  \pre \ref run() must be called before
   1.713 -    ///using this function.
   1.714 -    Node predNode(Node v) const { return (*_pred)[v]==INVALID ? INVALID:
   1.715 -				  G->source((*_pred)[v]); }
   1.716 -    
   1.717 -    ///Returns a reference to the NodeMap of distances.
   1.718 -
   1.719 -    ///Returns a reference to the NodeMap of distances. \pre \ref run() must
   1.720 -    ///be called before using this function.
   1.721 -    const DistMap &distMap() const { return *_dist;}
   1.722 - 
   1.723 -    ///Returns a reference to the shortest path tree map.
   1.724 -
   1.725 -    ///Returns a reference to the NodeMap of the edges of the
   1.726 -    ///shortest path tree.
   1.727 -    ///\pre \ref run() must be called before using this function.
   1.728 -    const PredMap &predMap() const { return *_pred;}
   1.729 - 
   1.730 -//     ///Returns a reference to the map of nodes of shortest paths.
   1.731 -
   1.732 -//     ///Returns a reference to the NodeMap of the last but one nodes of the
   1.733 -//     ///shortest path tree.
   1.734 -//     ///\pre \ref run() must be called before using this function.
   1.735 -//     const PredNodeMap &predNodeMap() const { return *_predNode;}
   1.736 -
   1.737 -    ///Checks if a node is reachable from the root.
   1.738 -
   1.739 -    ///Returns \c true if \c v is reachable from the root.
   1.740 -    ///\warning The source nodes are inditated as unreached.
   1.741 -    ///\pre \ref run() must be called before using this function.
   1.742 -    ///
   1.743 -    bool reached(Node v) { return _heap_map[v]!=Heap::PRE_HEAP; }
   1.744 -    
   1.745 -    ///@}
   1.746 -  };
   1.747 -
   1.748 -
   1.749 -
   1.750 -
   1.751 - 
   1.752 -  ///Default traits class of Dijkstra function.
   1.753 -
   1.754 -  ///Default traits class of Dijkstra function.
   1.755 -  ///\param GR Graph type.
   1.756 -  ///\param LM Type of length map.
   1.757 -  template<class GR, class LM>
   1.758 -  struct DijkstraWizardDefaultTraits
   1.759 -  {
   1.760 -    ///The graph type the algorithm runs on. 
   1.761 -    typedef GR Graph;
   1.762 -    ///The type of the map that stores the edge lengths.
   1.763 -
   1.764 -    ///The type of the map that stores the edge lengths.
   1.765 -    ///It must meet the \ref concept::ReadMap "ReadMap" concept.
   1.766 -    typedef LM LengthMap;
   1.767 -    //The type of the length of the edges.
   1.768 -    typedef typename LM::Value Value;
   1.769 -    ///The heap type used by Dijkstra algorithm.
   1.770 -
   1.771 -    ///The heap type used by Dijkstra algorithm.
   1.772 -    ///
   1.773 -    ///\sa BinHeap
   1.774 -    ///\sa Dijkstra
   1.775 -    typedef BinHeap<typename Graph::Node,
   1.776 -		    typename LM::Value,
   1.777 -		    typename GR::template NodeMap<int>,
   1.778 -		    std::less<Value> > Heap;
   1.779 -
   1.780 -    ///\brief The type of the map that stores the last
   1.781 -    ///edges of the shortest paths.
   1.782 -    /// 
   1.783 -    ///The type of the map that stores the last
   1.784 -    ///edges of the shortest paths.
   1.785 -    ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.786 -    ///
   1.787 -    typedef NullMap <typename GR::Node,typename GR::Edge> PredMap;
   1.788 -    ///Instantiates a PredMap.
   1.789 - 
   1.790 -    ///This function instantiates a \ref PredMap. 
   1.791 -    ///\param G is the graph, to which we would like to define the PredMap.
   1.792 -    ///\todo The graph alone may be insufficient for the initialization
   1.793 -    static PredMap *createPredMap(const GR &) 
   1.794 -    {
   1.795 -      return new PredMap();
   1.796 -    }
   1.797 -    ///The type of the map that stores whether a nodes is processed.
   1.798 - 
   1.799 -    ///The type of the map that stores whether a nodes is processed.
   1.800 -    ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.801 -    ///By default it is a NullMap.
   1.802 -    ///\todo If it is set to a real map,
   1.803 -    ///Dijkstra::processed() should read this.
   1.804 -    ///\todo named parameter to set this type, function to read and write.
   1.805 -    typedef NullMap<typename Graph::Node,bool> ProcessedMap;
   1.806 -    ///Instantiates a ProcessedMap.
   1.807 - 
   1.808 -    ///This function instantiates a \ref ProcessedMap. 
   1.809 -    ///\param G is the graph, to which
   1.810 -    ///we would like to define the \ref ProcessedMap
   1.811 -    static ProcessedMap *createProcessedMap(const GR &)
   1.812 -    {
   1.813 -      return new ProcessedMap();
   1.814 -    }
   1.815 -    ///The type of the map that stores the dists of the nodes.
   1.816 - 
   1.817 -    ///The type of the map that stores the dists of the nodes.
   1.818 -    ///It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.819 -    ///
   1.820 -    typedef NullMap<typename Graph::Node,typename LM::Value> DistMap;
   1.821 -    ///Instantiates a DistMap.
   1.822 - 
   1.823 -    ///This function instantiates a \ref DistMap. 
   1.824 -    ///\param G is the graph, to which we would like to define the \ref DistMap
   1.825 -    static DistMap *createDistMap(const GR &)
   1.826 -    {
   1.827 -      return new DistMap();
   1.828 -    }
   1.829 -  };
   1.830 -  
   1.831 -  /// Default traits used by \ref DijkstraWizard
   1.832 -
   1.833 -  /// To make it easier to use Dijkstra algorithm
   1.834 -  ///we have created a wizard class.
   1.835 -  /// This \ref DijkstraWizard class needs default traits,
   1.836 -  ///as well as the \ref Dijkstra class.
   1.837 -  /// The \ref DijkstraWizardBase is a class to be the default traits of the
   1.838 -  /// \ref DijkstraWizard class.
   1.839 -  /// \todo More named parameters are required...
   1.840 -  template<class GR,class LM>
   1.841 -  class DijkstraWizardBase : public DijkstraWizardDefaultTraits<GR,LM>
   1.842 -  {
   1.843 -
   1.844 -    typedef DijkstraWizardDefaultTraits<GR,LM> Base;
   1.845 -  protected:
   1.846 -    /// Type of the nodes in the graph.
   1.847 -    typedef typename Base::Graph::Node Node;
   1.848 -
   1.849 -    /// Pointer to the underlying graph.
   1.850 -    void *_g;
   1.851 -    /// Pointer to the length map
   1.852 -    void *_length;
   1.853 -    ///Pointer to the map of predecessors edges.
   1.854 -    void *_pred;
   1.855 -//     ///Pointer to the map of predecessors nodes.
   1.856 -//     void *_predNode;
   1.857 -    ///Pointer to the map of distances.
   1.858 -    void *_dist;
   1.859 -    ///Pointer to the source node.
   1.860 -    Node _source;
   1.861 -
   1.862 -    public:
   1.863 -    /// Constructor.
   1.864 -    
   1.865 -    /// This constructor does not require parameters, therefore it initiates
   1.866 -    /// all of the attributes to default values (0, INVALID).
   1.867 -    DijkstraWizardBase() : _g(0), _length(0), _pred(0),
   1.868 -// 			   _predNode(0),
   1.869 -			   _dist(0), _source(INVALID) {}
   1.870 -
   1.871 -    /// Constructor.
   1.872 -    
   1.873 -    /// This constructor requires some parameters,
   1.874 -    /// listed in the parameters list.
   1.875 -    /// Others are initiated to 0.
   1.876 -    /// \param g is the initial value of  \ref _g
   1.877 -    /// \param l is the initial value of  \ref _length
   1.878 -    /// \param s is the initial value of  \ref _source
   1.879 -    DijkstraWizardBase(const GR &g,const LM &l, Node s=INVALID) :
   1.880 -      _g((void *)&g), _length((void *)&l), _pred(0),
   1.881 -//       _predNode(0),
   1.882 -      _dist(0), _source(s) {}
   1.883 -
   1.884 -  };
   1.885 -  
   1.886 -  /// A class to make the usage of Dijkstra algorithm easier
   1.887 -
   1.888 -  /// This class is created to make it easier to use Dijkstra algorithm.
   1.889 -  /// It uses the functions and features of the plain \ref Dijkstra,
   1.890 -  /// but it is much simpler to use it.
   1.891 -  ///
   1.892 -  /// Simplicity means that the way to change the types defined
   1.893 -  /// in the traits class is based on functions that returns the new class
   1.894 -  /// and not on templatable built-in classes.
   1.895 -  /// When using the plain \ref Dijkstra
   1.896 -  /// the new class with the modified type comes from
   1.897 -  /// the original class by using the ::
   1.898 -  /// operator. In the case of \ref DijkstraWizard only
   1.899 -  /// a function have to be called and it will
   1.900 -  /// return the needed class.
   1.901 -  ///
   1.902 -  /// It does not have own \ref run method. When its \ref run method is called
   1.903 -  /// it initiates a plain \ref Dijkstra class, and calls the \ref Dijkstra::run
   1.904 -  /// method of it.
   1.905 -  template<class TR>
   1.906 -  class DijkstraWizard : public TR
   1.907 -  {
   1.908 -    typedef TR Base;
   1.909 -
   1.910 -    ///The type of the underlying graph.
   1.911 -    typedef typename TR::Graph Graph;
   1.912 -    //\e
   1.913 -    typedef typename Graph::Node Node;
   1.914 -    //\e
   1.915 -    typedef typename Graph::NodeIt NodeIt;
   1.916 -    //\e
   1.917 -    typedef typename Graph::Edge Edge;
   1.918 -    //\e
   1.919 -    typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.920 -    
   1.921 -    ///The type of the map that stores the edge lengths.
   1.922 -    typedef typename TR::LengthMap LengthMap;
   1.923 -    ///The type of the length of the edges.
   1.924 -    typedef typename LengthMap::Value Value;
   1.925 -    ///\brief The type of the map that stores the last
   1.926 -    ///edges of the shortest paths.
   1.927 -    typedef typename TR::PredMap PredMap;
   1.928 -//     ///\brief The type of the map that stores the last but one
   1.929 -//     ///nodes of the shortest paths.
   1.930 -//     typedef typename TR::PredNodeMap PredNodeMap;
   1.931 -    ///The type of the map that stores the dists of the nodes.
   1.932 -    typedef typename TR::DistMap DistMap;
   1.933 -
   1.934 -    ///The heap type used by the dijkstra algorithm.
   1.935 -    typedef typename TR::Heap Heap;
   1.936 -public:
   1.937 -    /// Constructor.
   1.938 -    DijkstraWizard() : TR() {}
   1.939 -
   1.940 -    /// Constructor that requires parameters.
   1.941 -
   1.942 -    /// Constructor that requires parameters.
   1.943 -    /// These parameters will be the default values for the traits class.
   1.944 -    DijkstraWizard(const Graph &g,const LengthMap &l, Node s=INVALID) :
   1.945 -      TR(g,l,s) {}
   1.946 -
   1.947 -    ///Copy constructor
   1.948 -    DijkstraWizard(const TR &b) : TR(b) {}
   1.949 -
   1.950 -    ~DijkstraWizard() {}
   1.951 -
   1.952 -    ///Runs Dijkstra algorithm from a given node.
   1.953 -    
   1.954 -    ///Runs Dijkstra algorithm from a given node.
   1.955 -    ///The node can be given by the \ref source function.
   1.956 -    void run()
   1.957 -    {
   1.958 -      if(Base::_source==INVALID) throw UninitializedParameter();
   1.959 -      Dijkstra<Graph,LengthMap,TR> 
   1.960 -	dij(*(Graph*)Base::_g,*(LengthMap*)Base::_length);
   1.961 -      if(Base::_pred) dij.predMap(*(PredMap*)Base::_pred);
   1.962 -//       if(Base::_predNode) Dij.predNodeMap(*(PredNodeMap*)Base::_predNode);
   1.963 -      if(Base::_dist) dij.distMap(*(DistMap*)Base::_dist);
   1.964 -      dij.run(Base::_source);
   1.965 -    }
   1.966 -
   1.967 -    ///Runs Dijkstra algorithm from the given node.
   1.968 -
   1.969 -    ///Runs Dijkstra algorithm from the given node.
   1.970 -    ///\param s is the given source.
   1.971 -    void run(Node s)
   1.972 -    {
   1.973 -      Base::_source=s;
   1.974 -      run();
   1.975 -    }
   1.976 -
   1.977 -    template<class T>
   1.978 -    struct DefPredMapBase : public Base {
   1.979 -      typedef T PredMap;
   1.980 -      static PredMap *createPredMap(const Graph &) { return 0; };
   1.981 -      DefPredMapBase(const TR &b) : TR(b) {}
   1.982 -    };
   1.983 -    
   1.984 -    ///\brief \ref named-templ-param "Named parameter"
   1.985 -    ///function for setting PredMap type
   1.986 -    ///
   1.987 -    /// \ref named-templ-param "Named parameter"
   1.988 -    ///function for setting PredMap type
   1.989 -    ///
   1.990 -    template<class T>
   1.991 -    DijkstraWizard<DefPredMapBase<T> > predMap(const T &t) 
   1.992 -    {
   1.993 -      Base::_pred=(void *)&t;
   1.994 -      return DijkstraWizard<DefPredMapBase<T> >(*this);
   1.995 -    }
   1.996 -    
   1.997 -
   1.998 -//     template<class T>
   1.999 -//     struct DefPredNodeMapBase : public Base {
  1.1000 -//       typedef T PredNodeMap;
  1.1001 -//       static PredNodeMap *createPredNodeMap(const Graph &G) { return 0; };
  1.1002 -//       DefPredNodeMapBase(const TR &b) : TR(b) {}
  1.1003 -//     };
  1.1004 -    
  1.1005 -//     ///\brief \ref named-templ-param "Named parameter"
  1.1006 -//     ///function for setting PredNodeMap type
  1.1007 -//     ///
  1.1008 -//     /// \ref named-templ-param "Named parameter"
  1.1009 -//     ///function for setting PredNodeMap type
  1.1010 -//     ///
  1.1011 -//     template<class T>
  1.1012 -//     DijkstraWizard<DefPredNodeMapBase<T> > predNodeMap(const T &t) 
  1.1013 -//     {
  1.1014 -//       Base::_predNode=(void *)&t;
  1.1015 -//       return DijkstraWizard<DefPredNodeMapBase<T> >(*this);
  1.1016 -//     }
  1.1017 -   
  1.1018 -    template<class T>
  1.1019 -    struct DefDistMapBase : public Base {
  1.1020 -      typedef T DistMap;
  1.1021 -      static DistMap *createDistMap(const Graph &) { return 0; };
  1.1022 -      DefDistMapBase(const TR &b) : TR(b) {}
  1.1023 -    };
  1.1024 -    
  1.1025 -    ///\brief \ref named-templ-param "Named parameter"
  1.1026 -    ///function for setting DistMap type
  1.1027 -    ///
  1.1028 -    /// \ref named-templ-param "Named parameter"
  1.1029 -    ///function for setting DistMap type
  1.1030 -    ///
  1.1031 -    template<class T>
  1.1032 -    DijkstraWizard<DefDistMapBase<T> > distMap(const T &t) 
  1.1033 -    {
  1.1034 -      Base::_dist=(void *)&t;
  1.1035 -      return DijkstraWizard<DefDistMapBase<T> >(*this);
  1.1036 -    }
  1.1037 -    
  1.1038 -    /// Sets the source node, from which the Dijkstra algorithm runs.
  1.1039 -
  1.1040 -    /// Sets the source node, from which the Dijkstra algorithm runs.
  1.1041 -    /// \param s is the source node.
  1.1042 -    DijkstraWizard<TR> &source(Node s) 
  1.1043 -    {
  1.1044 -      Base::_source=s;
  1.1045 -      return *this;
  1.1046 -    }
  1.1047 -    
  1.1048 -  };
  1.1049 -  
  1.1050 -  ///Function type interface for Dijkstra algorithm.
  1.1051 -
  1.1052 -  /// \ingroup flowalgs
  1.1053 -  ///Function type interface for Dijkstra algorithm.
  1.1054 -  ///
  1.1055 -  ///This function also has several
  1.1056 -  ///\ref named-templ-func-param "named parameters",
  1.1057 -  ///they are declared as the members of class \ref DijkstraWizard.
  1.1058 -  ///The following
  1.1059 -  ///example shows how to use these parameters.
  1.1060 -  ///\code
  1.1061 -  ///  dijkstra(g,length,source).predMap(preds).run();
  1.1062 -  ///\endcode
  1.1063 -  ///\warning Don't forget to put the \ref DijkstraWizard::run() "run()"
  1.1064 -  ///to the end of the parameter list.
  1.1065 -  ///\sa DijkstraWizard
  1.1066 -  ///\sa Dijkstra
  1.1067 -  template<class GR, class LM>
  1.1068 -  DijkstraWizard<DijkstraWizardBase<GR,LM> >
  1.1069 -  dijkstra(const GR &g,const LM &l,typename GR::Node s=INVALID)
  1.1070 -  {
  1.1071 -    return DijkstraWizard<DijkstraWizardBase<GR,LM> >(g,l,s);
  1.1072 -  }
  1.1073 -
  1.1074 -} //END OF NAMESPACE LEMON
  1.1075 -
  1.1076 -#endif
  1.1077 -