Difference between revisions of "Boost/BGL/DijkstraComputePath"

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Line 17: Line 17:
 
#include <vector>
 
#include <vector>
  
typedef int Weight;
+
int main(int, char *[])
typedef boost::property<boost::edge_weight_t, Weight> WeightProperty;
+
{
typedef boost::property<boost::vertex_name_t, std::string> NameProperty;
+
  typedef float Weight;
 +
  typedef boost::property<boost::edge_weight_t, Weight> WeightProperty;
 +
  typedef boost::property<boost::vertex_name_t, std::string> NameProperty;
  
typedef boost::adjacency_list < boost::listS, boost::vecS, boost::directedS,
+
  typedef boost::adjacency_list < boost::listS, boost::vecS, boost::directedS,
  NameProperty, WeightProperty > Graph;
+
    NameProperty, WeightProperty > Graph;
  
typedef boost::graph_traits < Graph >::vertex_descriptor Vertex;
+
  typedef boost::graph_traits < Graph >::vertex_descriptor Vertex;
  
typedef boost::property_map < Graph, boost::vertex_index_t >::type IndexMap;
+
  typedef boost::property_map < Graph, boost::vertex_index_t >::type IndexMap;
typedef boost::property_map < Graph, boost::vertex_name_t >::type NameMap;
+
  typedef boost::property_map < Graph, boost::vertex_name_t >::type NameMap;
  
typedef boost::iterator_property_map < Vertex*, IndexMap, Vertex, Vertex& > PredecessorMap;
+
  typedef boost::iterator_property_map < Vertex*, IndexMap, Vertex, Vertex& > PredecessorMap;
typedef boost::iterator_property_map < Weight*, IndexMap, Weight, Weight& > DistanceMap;
+
  typedef boost::iterator_property_map < Weight*, IndexMap, Weight, Weight& > DistanceMap;
 
+
struct PathType
+
{
+
  Vertex Source;
+
  Vertex Desintation;
+
  float Distance;
+
};
+
 
+
int main(int, char *[])
+
{
+
  
  
Line 85: Line 77:
  
 
   // Compute shortest paths from v0 to all vertices, and store the output in predecessors and distances
 
   // Compute shortest paths from v0 to all vertices, and store the output in predecessors and distances
   boost::dijkstra_shortest_paths(g, v0, boost::predecessor_map(predecessorMap).distance_map(distanceMap));
+
   // boost::dijkstra_shortest_paths(g, v0, boost::predecessor_map(predecessorMap).distance_map(distanceMap));
 +
  // This is exactly the same as the above line - it is the idea of "named parameters" - you can pass the
 +
  // prdecessor map and the distance map in any order.
 +
  boost::dijkstra_shortest_paths(g, v0, boost::distance_map(distanceMap).predecessor_map(predecessorMap));
  
 
   // Output results
 
   // Output results
Line 91: Line 86:
 
   NameMap nameMap = boost::get(boost::vertex_name, g);
 
   NameMap nameMap = boost::get(boost::vertex_name, g);
  
   BGL_FORALL_VERTICES(v, g, Graph)  
+
   BGL_FORALL_VERTICES(v, g, Graph)
 
   {
 
   {
 
     std::cout << "distance(" << nameMap[v0] << ", " << nameMap[v] << ") = " << distanceMap[v] << ", ";
 
     std::cout << "distance(" << nameMap[v0] << ", " << nameMap[v] << ") = " << distanceMap[v] << ", ";
Line 99: Line 94:
 
   // Extract a shortest path
 
   // Extract a shortest path
 
   std::cout << std::endl;
 
   std::cout << std::endl;
 
+
 
   std::vector<PathType> path;
+
   typedef std::vector<Graph::edge_descriptor> PathType;
    
+
 
 +
   PathType path;
 +
 
 
   Vertex v = v3; // We want to start at the destination and work our way back to the source
 
   Vertex v = v3; // We want to start at the destination and work our way back to the source
 
   for(Vertex u = predecessorMap[v]; // Start by setting 'u' to the destintaion node's predecessor
 
   for(Vertex u = predecessorMap[v]; // Start by setting 'u' to the destintaion node's predecessor
Line 107: Line 104:
 
       v = u, u = predecessorMap[v]) // Set the current vertex to the current predecessor, and the predecessor to one level up
 
       v = u, u = predecessorMap[v]) // Set the current vertex to the current predecessor, and the predecessor to one level up
 
   {
 
   {
     PathType step;
+
     std::pair<Graph::edge_descriptor, bool> edgePair = boost::edge(u, v, g);
    step.Source = u;
+
     Graph::edge_descriptor edge = edgePair.first;
     step.Desintation = v;
+
 
    step.Distance = distanceMap[v];
+
     path.push_back( edge );
     path.push_back( step );
+
 
   }
 
   }
  
Line 117: Line 113:
 
   std::cout << "Shortest path from v0 to v3:" << std::endl;
 
   std::cout << "Shortest path from v0 to v3:" << std::endl;
 
   float totalDistance = 0;
 
   float totalDistance = 0;
   for(std::vector<PathType>::reverse_iterator pathIterator = path.rbegin(); pathIterator != path.rend(); ++pathIterator)  
+
   for(PathType::reverse_iterator pathIterator = path.rbegin(); pathIterator != path.rend(); ++pathIterator)
 
   {
 
   {
     std::cout << nameMap[pathIterator->Source] << " -> " << nameMap[pathIterator->Desintation]  
+
     std::cout << nameMap[boost::source(*pathIterator, g)] << " -> " << nameMap[boost::target(*pathIterator, g)]
      << " = " << pathIterator->Distance << std::endl;
+
              << " = " << boost::get( boost::edge_weight, g, *pathIterator ) << std::endl;
    totalDistance += pathIterator->Distance;
+
 
 
   }
 
   }
 
+
 
 
   std::cout << std::endl;
 
   std::cout << std::endl;
 
+
 
   std::cout << "Total distance: " << totalDistance << std::endl;
+
   std::cout << "Distance: " << distanceMap[v3] << std::endl;
 
+
 
 
   return EXIT_SUCCESS;
 
   return EXIT_SUCCESS;
 
}
 
}
Line 141: Line 137:
 
Shortest path from v0 to v3:
 
Shortest path from v0 to v3:
 
v0 -> v2 = 2
 
v0 -> v2 = 2
v2 -> v3 = 6
+
v2 -> v3 = 4
  
Total distance: 8
+
Total distance: 6
  
 
*/
 
*/

Latest revision as of 08:52, 16 November 2011

The Dijkstra algorithm in Boost computes the shortest path from a specified vertex to ALL other vertices in the graph. Many times we are interested in the path to one specific vertex. The custom function GetShortestPath follows the 'parents' in the data returned by the Dijkstra algorithm to get the path of interest.

DijkstraComputePath.cpp

#include <boost/config.hpp>
 
#include <boost/graph/adjacency_list.hpp>
#include <boost/graph/dijkstra_shortest_paths.hpp>
#include <boost/graph/graph_traits.hpp>
#include <boost/graph/iteration_macros.hpp>
#include <boost/graph/properties.hpp>
 
#include <boost/property_map/property_map.hpp>
 
#include <iostream>
#include <utility>
#include <vector>
 
int main(int, char *[])
{
  typedef float Weight;
  typedef boost::property<boost::edge_weight_t, Weight> WeightProperty;
  typedef boost::property<boost::vertex_name_t, std::string> NameProperty;
 
  typedef boost::adjacency_list < boost::listS, boost::vecS, boost::directedS,
    NameProperty, WeightProperty > Graph;
 
  typedef boost::graph_traits < Graph >::vertex_descriptor Vertex;
 
  typedef boost::property_map < Graph, boost::vertex_index_t >::type IndexMap;
  typedef boost::property_map < Graph, boost::vertex_name_t >::type NameMap;
 
  typedef boost::iterator_property_map < Vertex*, IndexMap, Vertex, Vertex& > PredecessorMap;
  typedef boost::iterator_property_map < Weight*, IndexMap, Weight, Weight& > DistanceMap;
 
 
  // Create a graph
  Graph g;
 
  // Add named vertices
  Vertex v0 = boost::add_vertex(std::string("v0"), g);
  Vertex v1 = boost::add_vertex(std::string("v1"), g);
  Vertex v2 = boost::add_vertex(std::string("v2"), g);
  Vertex v3 = boost::add_vertex(std::string("v3"), g);
 
  // Add weighted edges
  Weight weight0 = 5;
  Weight weight1 = 3;
  Weight weight2 = 2;
  Weight weight3 = 4;
 
  boost::add_edge(v0, v1, weight0, g);
  boost::add_edge(v1, v3, weight1, g);
  boost::add_edge(v0, v2, weight2, g);
  boost::add_edge(v2, v3, weight3, g);
 
  // At this point the graph is
  /*    v0
         .
        / \ 2
       /   \
      /     . v2
    5/       \
    /         \ 4
   /           \
  v1----------- v3
      3
  */
 
  // Create things for Dijkstra
  std::vector<Vertex> predecessors(boost::num_vertices(g)); // To store parents
  std::vector<Weight> distances(boost::num_vertices(g)); // To store distances
 
  IndexMap indexMap = boost::get(boost::vertex_index, g);
  PredecessorMap predecessorMap(&predecessors[0], indexMap);
  DistanceMap distanceMap(&distances[0], indexMap);
 
  // Compute shortest paths from v0 to all vertices, and store the output in predecessors and distances
  // boost::dijkstra_shortest_paths(g, v0, boost::predecessor_map(predecessorMap).distance_map(distanceMap));
  // This is exactly the same as the above line - it is the idea of "named parameters" - you can pass the
  // prdecessor map and the distance map in any order.
  boost::dijkstra_shortest_paths(g, v0, boost::distance_map(distanceMap).predecessor_map(predecessorMap));
 
  // Output results
  std::cout << "distances and parents:" << std::endl;
  NameMap nameMap = boost::get(boost::vertex_name, g);
 
  BGL_FORALL_VERTICES(v, g, Graph)
  {
    std::cout << "distance(" << nameMap[v0] << ", " << nameMap[v] << ") = " << distanceMap[v] << ", ";
    std::cout << "predecessor(" << nameMap[v] << ") = " << nameMap[predecessorMap[v]] << std::endl;
  }
 
  // Extract a shortest path
  std::cout << std::endl;
 
  typedef std::vector<Graph::edge_descriptor> PathType;
 
  PathType path;
 
  Vertex v = v3; // We want to start at the destination and work our way back to the source
  for(Vertex u = predecessorMap[v]; // Start by setting 'u' to the destintaion node's predecessor
      u != v; // Keep tracking the path until we get to the source
      v = u, u = predecessorMap[v]) // Set the current vertex to the current predecessor, and the predecessor to one level up
  {
    std::pair<Graph::edge_descriptor, bool> edgePair = boost::edge(u, v, g);
    Graph::edge_descriptor edge = edgePair.first;
 
    path.push_back( edge );
  }
 
  // Write shortest path
  std::cout << "Shortest path from v0 to v3:" << std::endl;
  float totalDistance = 0;
  for(PathType::reverse_iterator pathIterator = path.rbegin(); pathIterator != path.rend(); ++pathIterator)
  {
    std::cout << nameMap[boost::source(*pathIterator, g)] << " -> " << nameMap[boost::target(*pathIterator, g)]
              << " = " << boost::get( boost::edge_weight, g, *pathIterator ) << std::endl;
 
  }
 
  std::cout << std::endl;
 
  std::cout << "Distance: " << distanceMap[v3] << std::endl;
 
  return EXIT_SUCCESS;
}
 
/*
 * Output:
distances and parents:
distance(v0, v0) = 0, predecessor(v0) = v0
distance(v0, v1) = 5, predecessor(v1) = v0
distance(v0, v2) = 2, predecessor(v2) = v0
distance(v0, v3) = 6, predecessor(v3) = v2
 
Shortest path from v0 to v3:
v0 -> v2 = 2
v2 -> v3 = 4
 
Total distance: 6
 
*/

CMakeLists.txt

cmake_minimum_required(VERSION 2.6)
 
Project(DijkstraComputePath)
 
set(Boost_USE_MULTITHREADED ON)
FIND_PACKAGE(Boost 1.38 COMPONENTS program_options required)
 
INCLUDE_DIRECTORIES(${INCLUDE_DIRECTORIES} ${Boost_INCLUDE_DIRS})
LINK_DIRECTORIES(${LINK_DIRECTORIES} ${Boost_LIBRARY_DIRS})
 
ADD_EXECUTABLE(DijkstraComputePath DijkstraComputePath.cpp)