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Leetcode 207 Course Schedule

2017-03-17 20:01 519 查看
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:

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

拓扑排序的裸题。
统计所有点的入度,将入度为0的点拿出来,它可以到达点的度数减1,反复这个过程。

如果所有点都被拿出来,则该有向图无环,如果还有点没被拿出来且图中没有入度为0的点,则图中有环。

也可以采用遍历方法,理解拓扑排序就很容易写出遍历方法了。

class Solution {
public:
bool canFinish(int numCourses, vector<pair<int, int>>& prerequisites) {
vector<int> temp(numCourses, 0);
vector<vector<int>> mp(numCourses, temp);
vector<int> in(numCourses, 0);
for(int i = 0; i < prerequisites.size(); i++)
{
mp[prerequisites[i].second][prerequisites[i].first] = 1;
in[prerequisites[i].first]++;
}
int cnt = 0;
vector<int> vis(numCourses, 0);
while(++cnt <= numCourses)
{
int index = -1;
for(int i = 0; i < numCourses; i++)
if(in[i] == 0 && !vis[i])
{
vis[i] = 1;
index = i;
break;
}
if(index == -1) return false;
for(int i = 0; i < numCourses; i++) if(mp[index][i])in[i]--;
}
return true;
}
};
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