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  • 19.boost A*算法

      1 #include <iostream>
      2 #include <string>
      3 #include <utility>
      4 #include <vector>
      5 #include <deque>
      6 #include <boost/graph/adjacency_list.hpp>
      7 //A*寻路算法
      8 #include <boostgraphastar_search.hpp>
      9 using namespace std;
     10 using namespace boost;
     11 
     12 enum { A, B, C, D, E, N };
     13 string Names = "ABCDE";
     14 //定义别名,两个顶点直接连接的边
     15 using Edge = pair<int, int>;
     16 //创建一个图                 边     顶点    有方向   无特性            边的权重是int
     17 using Graph = adjacency_list<listS, vecS, directedS, no_property, property<edge_weight_t, int>>;
     18 
     19 //创建一个图
     20 Graph make_graph()
     21 {
     22     //连接的边
     23     vector<Edge> edges = { {A,B},
     24     {A,C},
     25     {A,D},
     26     {B,E},{C,E},{D,E} };
     27     //边对应的权重
     28     vector<int> weight = { 3,1,4,5,2,6 };
     29 
     30     //创建一个图对象
     31     return Graph(edges.begin(), edges.end(), weight.begin(), N);
     32 }
     33 
     34 //创建一个结构体,用于抛出找到信息
     35 struct found_goal
     36 {
     37 
     38 };
     39 
     40 //A*要到达的目标顶点
     41 template<class vertex>
     42 class astar_my_visitor :public boost::default_astar_visitor
     43 {
     44 public:
     45     //初始化内置地图
     46     astar_my_visitor(vertex goal) :m_goal(goal)
     47     {
     48 
     49     }
     50     //重载examine_vertex方法
     51     template<class Graph>
     52     void examine_vertex(vertex v, Graph &g)
     53     {
     54         //如果与目标顶点一样,则说明找到
     55         if (v == m_goal)
     56         {
     57             //抛出抛出找到信息
     58             throw found_goal();
     59         }
     60     }
     61 private:
     62     //目标顶点
     63     vertex m_goal;
     64 };
     65 
     66 //计算权重寻找最短路径
     67 template<class Graph,class costtype>
     68 class distance_heuristic :public boost::astar_heuristic<Graph, costtype>
     69 {
     70 public:
     71     //类型替换
     72     using Vertex = typename boost::graph_traits<Graph>::vertex_descriptor;
     73 
     74     //初始化
     75     distance_heuristic(Vertex Goal, Graph &graph):Goal_(Goal),graph_(graph)
     76     {
     77 
     78     }
     79 
     80     //重载()运算符 获得目标点到指定点的距离
     81     costtype operator()(Vertex v)
     82     {
     83         return get(vertex_index, graph_, Goal_) - get(vertex_index, graph_, v);
     84     }
     85 
     86 private:
     87     Vertex Goal_;
     88     Graph &graph_;
     89 };
     90 
     91 
     92 void main()
     93 {
     94     //创建图
     95     Graph myg = make_graph();
     96 
     97     //创建简写
     98     using Vertex = boost::graph_traits<Graph>::vertex_descriptor;
     99     using Cost = int;
    100 
    101     Vertex start = vertex(A, myg);//开始位置
    102     Vertex goal = vertex(E, myg);//结束位置
    103 
    104      //保存走过路径(由后向前)
    105     vector<Vertex>parents(boost::num_vertices(myg));
    106     //保存长度
    107     vector<Cost>distance(boost::num_vertices(myg));
    108 
    109     try
    110     {
    111         //求从指定点到终点的路线
    112 
    113         boost::astar_search_tree(myg,
    114             start,
    115             distance_heuristic<Graph, Cost>(goal, myg),//传递距离
    116 
    117            //求出路径,以及路径对应的权重,访问器访问                                 因为重载了()运算符
    118             boost::predecessor_map(&parents[0]).distance_map(&distance[0]).visitor(astar_my_visitor<Vertex>(goal))
    119         );
    120     }
    121     //catch信息
    122     catch (found_goal fg)
    123     {
    124         //要到的位置的前一个到达的位置如果是goal(下标是当前点,值是到这个点之前的点)
    125         if (parents[goal] == goal)
    126         {
    127             cout << "无路可走" << endl;
    128         }
    129         deque<Vertex> route;
    130         
    131         //顺藤摸瓜
    132         for (Vertex v = goal; v != start; v = parents[v])
    133         {
    134             route.push_front(v);
    135         }
    136         for (auto i : route)
    137         {
    138             cout << Names[i] << endl;
    139         }
    140     }
    141 
    142     system("pause");
    143 }
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  • 原文地址:https://www.cnblogs.com/xiaochi/p/8671740.html
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