doc/algorithms.dox
changeset 2272 f6b352fdc6b1
parent 2196 09af6d2b683b
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0:8c7257349490 1:784c6d752cf0
       
     1 namespace lemon {
     1 /**
     2 /**
     2 \page algorithms Algorithms
     3 \page algorithms Algorithms
     3 
     4 
     4 Place-holder page for algorithms.
     5 \section algo_bfs_dfs Bfs/Dfs
       
     6 Both \ref lemon::Bfs "Bfs" and \ref lemon::Dfs "Dfs" are highly adaptable and efficient
       
     7 implementations of the well known algorithms. The algorithms are placed most cases in
       
     8 separated files named after the algorithm itself but lower case as all other header file names.
       
     9 For example the next Bfs class is in the \c lemon/bfs.h.
       
    10 
       
    11 \subsection Bfs
       
    12 The algorithm is implemented in the \ref lemon::Bfs "Bfs" template class - rather than as function.
       
    13 The class has two template parameters: \b GR and \TR.<br>
       
    14 GR is the graph the algorithm runs on. It has \ref lemon::ListGraph "ListGraph" as default type.
       
    15 TR is a Traits class commonly used to easy the parametrization of templates. In most cases you
       
    16 wont need to modify the default type \ref lemon::BfsDefaultTraits "BfsDefaultTraits<GR>".
       
    17 
       
    18 To use the class, declare it!
       
    19 \code
       
    20 Bfs<ListUGraph>  bfs(gr);
       
    21 \endcode
       
    22 Note the lack of second template argument because of the default parameter.
       
    23 
       
    24 It provides a simple but powerful interface to control the execution.
       
    25 \code
       
    26 int dist = bfs.run(s,t);
       
    27 \endcode
       
    28 It finds the shortest path from node \c s to node \c t and returns it, or zero
       
    29 if there is no path from \c s to \c t.<br>
       
    30 If you want the shortest path from a specified node to all other node, just write:
       
    31 \code
       
    32 bfs.run(s);
       
    33 \endcode
       
    34 Now the distances and path information are stored in maps which you can access with
       
    35 member functions like \ref lemon::Bfs::distMap "distMap()" or \ref lemon::Bfs::predMap "predMap()".<br>
       
    36 Or more directly whit other member functions like \c predNode(). Once the algorithm
       
    37 is finished (or to be precise reached that node) \ref lemon::Bfs::dist "dist()" or \ref lemon::Bfs::predNode
       
    38 "predNode()" can be called.
       
    39 
       
    40 For an example let's say we want to print the shortest path of those nodes which
       
    41 are in a certain distance.
       
    42 \code
       
    43 bfs.run(s);
       
    44 
       
    45 for( ListUGraph::NodeIt  n(gr); n != INVALID; ++n ) {
       
    46   if( bfs.reached(n) && bfs.dist(n) <= max_dist ) {
       
    47     std::cout << gr.id(n);
       
    48 
       
    49     Node  prev = bfs.prevNode(n);
       
    50     while( prev != INVALID ) {
       
    51       std::cout << "<-" << gr.id(prev);
       
    52       prev = bfs.prevNode(n);
       
    53     }
       
    54     
       
    55     std::cout << std::endl;
       
    56   }
       
    57 }
       
    58 \endcode
       
    59 
       
    60 \subsubsection bfs_adv_control Advanced control
       
    61 In the previous code we only used \c run(). Now we introduce the way you can directly
       
    62 control the execution of the algorithm.
       
    63 
       
    64 First you have to initialize the variables with \ref lemon::Bfs::init "init()".
       
    65 \code
       
    66   bfs.init();
       
    67 \endcode
       
    68 
       
    69 Then you add one or more source nodes to the queue. They will be processed, as they would
       
    70 be reached by the algorithm before. And yes - you can add more sources during the execution.
       
    71 \code
       
    72   bfs.addSource(node_1);
       
    73   bfs.addSource(node_2);
       
    74   ...
       
    75 \endcode
       
    76 
       
    77 And finally you can start the process with \ref lemon::Bfs::start "start()", or
       
    78 you can write your own loop to process the nodes one-by-one.
       
    79 
       
    80 \todo demo for bfs advanced control
       
    81 
       
    82 \subsection Dfs
       
    83 Since Dfs is very similar to Bfs with a few tiny differences we only see a bit more complex example
       
    84 to demonstrate Dfs's capabilities.
       
    85 
       
    86 We will see a program, which solves the problem of <b>topological ordering</b>.
       
    87 We need to know in which order we should put on our clothes. The program will do the following:
       
    88 <ol>
       
    89 <li>We run the dfs algorithm to all nodes.
       
    90 <li>Put every node into a list when processed completely.
       
    91 <li>Write out the list in reverse order.
       
    92 </ol>
       
    93 
       
    94 \dontinclude topological_ordering.cc
       
    95 First of all we will need an own \ref lemon::Dfs::ProcessedMap "ProcessedMap". The ordering
       
    96 will be done through it.
       
    97 \skip SerializingWriteMap
       
    98 \until };
       
    99 The class meets the \ref lemon::WriteMap "WriteMap" concept. In it's \c set() method the only thing
       
   100 we need to do is insert the key - that is the node who's processing just finished - into the beginning
       
   101 of the list.
       
   102 
       
   103 First we declare the needed data structures: the graph and a map to store the nodes' label.
       
   104 \skip ListGraph
       
   105 \until label
       
   106 
       
   107 Now we build a graph. But keep in mind that it must be DAG because cyclic graphs has no topological
       
   108 ordering.
       
   109 \skip belt
       
   110 \until trousers
       
   111 We label them...
       
   112 \skip label
       
   113 \until trousers
       
   114 Then add directed edges which represent the precedences between those items.
       
   115 \skip trousers, belt
       
   116 \until );
       
   117 
       
   118 See how easy is to access the internal information of this algorithm trough maps.
       
   119 We only need to set our own map as the class's \ref lemon::Dfs::ProcessedMap "ProcessedMap".
       
   120 \skip Dfs
       
   121 \until run
       
   122 
       
   123 And now comes the third part. Write out the list in reverse order. But the list was
       
   124 composed in reverse way (with \c push_front() instead of \c push_back() so we just iterate it.
       
   125 \skip std
       
   126 \until endl
       
   127 
       
   128 The program is to be found in the \ref demo directory: \ref topological_ordering.cc
     5 */
   129 */
       
   130 }