Course Schedule

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Course Schedule

There are a total of n courses you have to take, labeled from 0 to n - 1.

Some courses may have prerequisites, for example to take course 0 you have to first take course 1, which is expressed as a pair: [0,1]

Given the total number of courses and a list of prerequisite pairs, is it possible for you to finish all courses?

For example:

2, [[1,0]]

There are a total of 2 courses to take. To take course 1 you should have finished course 0. So it is possible.

2, [[1,0],[0,1]]

There are a total of 2 courses to take. To take course 1 you should have finished course 0, and to take course 0 you should also have finished course 1. So it is impossible.

Note:

  1. The input prerequisites is a graph represented by a list of edges, not adjacency matrices. Read more about how a graph is represented.
  2. You may assume that there are no duplicate edges in the input prerequisites.
解析:

判断一个有向图是否存在环,利用BFS,把所有入度为0的点放入栈中,再把其相连的点的入度-1,并判断入度是否变为0,如果是0进栈。

代码:

class Solution {public:    bool canFinish(int numCourses, vector<pair<int, int>>& prerequisites) {                  vector<vector<int>>graph(numCourses);      vector<int>in(numCourses,0);      for (int i=0; i<prerequisites.size(); i++)      {          graph[prerequisites[i].first].push_back(prerequisites[i].second);          in[prerequisites[i].second]++;      }                  queue<int>q;      for (int i=0; i<numCourses; i++)      {          if (in[i]==0)          q.push(i);      }            while(!q.empty())      {          int temp=q.front();          q.pop();                    for (int i=0; i<graph[temp].size(); i++)          {              in[graph[temp][i]]--;              if (in[graph[temp][i]]==0)              {                  q.push(graph[temp][i]);              }          }      }                  for (int i=0; i<numCourses; i++)      {          if (in[i]!=0)          return false;      }               return true;                    }};



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