zoukankan      html  css  js  c++  java
  • dataStructure@ Find if there is a path between two vertices in a directed graph

    Given a Directed Graph and two vertices in it, check whether there is a path from the first given vertex to second. For example, in the following graph, there is a path from vertex 1 to 3. As another example, there is no path from 3 to 0.

    We can either use Breadth First Search (BFS) or Depth First Search (DFS) to find path between two vertices. Take the first vertex as source in BFS (or DFS), follow the standard BFS (or DFS). If we see the second vertex in our traversal, then return true. Else return false.

    Following is C++ code that uses BFS for finding reachability of second vertex from first vertex.

     1 #include<iostream>
     2 #include<cstdio>
     3 #include<cstring>
     4 #include<limits>
     5 #include<vector>
     6 using namespace std;
     7 const int maxn = 4;
     8 struct edge{
     9     int to, cost;
    10     edge(int t){
    11         this->to = t; this->cost = 0;
    12     }
    13 };
    14 void addEdge(vector<edge> &edgelist, vector<vector<int> > &G, int from, int to){
    15     edgelist.push_back(edge(to));
    16     G[from].push_back(edgelist.size()-1);
    17 }
    18 void addDoubleEdge(vector<edge> &edgelist, vector<vector<int> > &G, int from, int to){
    19     addEdge(edgelist,G,from,to);
    20     addEdge(edgelist,G,to,from);
    21 }
    22 bool isCyclic(vector<edge> edgelist, vector<vector<int> > G,vector<bool> vis, vector<bool> RecStack, int v){
    23     for(int i=0;i<G[v].size();++i){
    24         edge e = edgelist[G[v][i]];
    25         if(RecStack[e.to]) return true;
    26         if(!vis[e.to]){
    27             vis[e.to] = true; RecStack[e.to] = true;
    28             if(isCyclic(edgelist,G,vis,RecStack,e.to)) return true;
    29             RecStack[e.to] = false;
    30         }
    31     }
    32     return false;
    33 }
    34 void isCyclicUtil(vector<edge> edgelist, vector<vector<int> > G){// find all cycles.
    35     vector<bool> vis(G.size());
    36     vector<bool> RecStack(G.size());
    37     for(int i=0;i<vis.size();++i) vis[i]=false;
    38     for(int i=0;i<RecStack.size();++i) RecStack[i]=false;
    39     
    40     for(int i=0;i<G.size();++i){
    41         if(!vis[i]){
    42             vis[i] = true; RecStack[i] = true;
    43             if(isCyclic(edgelist,G,vis,RecStack,i)){
    44                 cout<<i<<" starts a cycle"<<endl; 
    45             }
    46             RecStack[i] = false;
    47         }
    48     }
    49 }
    50 bool dfs(vector<edge> edgelist, vector<vector<int> > G, vector<bool> vis, int from, int to){
    51     if(from == to) return true;
    52     for(int i=0;i<G[from].size();++i){
    53         edge e = edgelist[G[from][i]];
    54         if(e.to == to) return true;
    55         if(!vis[e.to]){
    56             vis[e.to] = true;
    57             if(dfs(edgelist, G, vis, e.to, to)) return true;
    58         }
    59     }
    60     return false;
    61 }
    62 void isReachable(vector<edge> edgelist, vector<vector<int> > G, int from, int to){
    63     vector<bool> vis(G.size());
    64     for(int i=0;i<vis.size();++i) vis[i] = false;
    65     vis[from] = true;
    66     if(dfs(edgelist, G, vis, from, to)) cout<<from<<" and "<<to<<" are reachable to each other"<<endl;
    67     else cout<<from<<" and "<<to<<" are not reachable to each other"<<endl;
    68 }
    69 void buildMap(vector<edge> &edgelist, vector<vector<int> > &G){
    70     addEdge(edgelist,G,0,1);
    71     addEdge(edgelist,G,0,2);
    72     addEdge(edgelist,G,2,0);
    73     addEdge(edgelist,G,1,2);
    74     addEdge(edgelist,G,2,3);
    75     addEdge(edgelist,G,3,3);
    76 }
    77 int main(){
    78     vector<edge> edgelist;
    79     vector<vector<int> > G(maxn);
    80     
    81     buildMap(edgelist,G);
    82     
    83     isCyclicUtil(edgelist, G);
    84     
    85     isReachable(edgelist, G, 1, 1);
    86     
    87     return 0;
    88 }
    View Code
  • 相关阅读:
    RBAC-基于角色的访问控制
    django缓存机制
    drf JWT认证
    drf自动生成接口文档
    drf多表断表操作
    drf过滤排序分页异常处理
    drf认证权限频率
    drf路由组件
    drf视图组件
    drf请求与响应
  • 原文地址:https://www.cnblogs.com/fu11211129/p/4905497.html
Copyright © 2011-2022 走看看