leetcode 207. Course Schedule 图,检查有无环,拓扑序列
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2022-06-20 09:03:26
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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?
Input: 2, [[1,0]] Output: true Explanation: There are a total of 2 courses to take.
To take course 1 you should have finished course 0. So it is possible.Input: 2, [[1,0],[0,1]] Output: false Explanation: 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.
class Solution {
public:
bool canFinish(int numCourses, vector<vector<int>>& prerequisites) {
int nSize = prerequisites.size();
if(nSize == 0){
return true;
}
int nTotal = 0;
vector<int> degree(numCourses, 0);
vector<vector<int>> G(numCourses);
queue<int> q;
// init the Graph
for(int i = 0; i < prerequisites.size(); i++){
degree[prerequisites[i][0]]++;
G[prerequisites[i][1]].push_back(prerequisites[i][0]);
}
for(int i = 0; i < numCourses; i++){
if(degree[i] == 0){
q.push(i); // 将第i门编号放入队列中
}
}
while(!q.empty()){
int t = q.front();
q.pop();
int edgesize = G[t].size();
for(int i = 0; i < edgesize; i++){
degree[G[t][i]]--;
if(degree[G[t][i]] == 0){
q.push(G[t][i]);
}
}
nTotal++;
}
if(nTotal != numCourses){
return false;
}
return true;
}
};
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