标签:
题目链接:
题目:https://leetcode.com/problems/course-schedule/
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?
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.
思路:
拓扑排序,计算无环结点个数,
算法:
public boolean canFinish(int numCourses, int[][] prerequisites) {
int preCount[] = new int[numCourses];
Queue<Integer> notPre = new LinkedList<Integer>();
// 统计每个结点作为前驱的次数
for (int i = 0; i < prerequisites.length; i++) {
preCount[prerequisites[i][0]]++;
}
// 记录出度为0的结点
for (int i = 0; i < preCount.length; i++) {
if (preCount[i] == 0) {
notPre.offer(i);
}
}
int num = notPre.size();// 可以拓扑排序的节点个数
while (!notPre.isEmpty()) {//BFS
int node = notPre.poll();
for (int i = 0; i < prerequisites.length; i++) {
if (prerequisites[i][1] == node) {
preCount[prerequisites[i][0]]--;//删除和node有关的边
if (preCount[prerequisites[i][0]] == 0) {//如果出度为0
num++;
notPre.offer(prerequisites[i][0]);
}
}
}
}
return num == numCourses;
}
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原文地址:http://blog.csdn.net/yeqiuzs/article/details/51476915