LeetCode 207 Course Schedule

    xiaoxiao2021-03-25  86

    题目

    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?

    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.

    解法

    判断有向图是否有环问题,第一个数字是顶点个数,数组表示两个端点的前后关系,后面顶点是前面顶点的前置条件。用拓扑排序解决这道题,如果拓扑排序之后,还剩下点,则表示有环。 拓扑排序过程:用邻接表来表示度,degree表示顶点的度数,找到图中入度为0的点,进行标记,删除以这些点为出度的边,及与这些点相连的顶点度数降低一,再次寻找入度为0的点,进行以上操作,循环n次(n为图中顶点个数)。

    class Solution { public: bool canFinish(int numCourses, vector<pair<int, int>>& prerequisites) { map<int, vector<int>> graph; vector<int> degree(numCourses, 0); for (int i = 0; i < prerequisites.size(); i++) { graph[prerequisites[i].second].push_back(prerequisites[i].first); degree[prerequisites[i].first]++; } for(int i = 0; i < numCourses; i++) { int j = 0; while(j < numCourses && degree[j] != 0) j++; if(j == numCourses) return false; degree[j] = -1; for(int k = 0; k < graph[j].size(); k++) degree[graph[j][k]]--; } return true; } };
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