Course Schedule
There are a total of n courses you have to take, labeled from0
ton-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 1:
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.
Example 2:
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.
分析
这里图就是邻接链表
1 三个元素,图(arraylist的数组),入度(int[]或者map),q(queue或者arraylist,这里可能linkedlist可以所以arraylist也可以)
2 先初始化图,就是遍历所有元素都建立一个对应链表。
3 用prerequisites来填充图和入度
4 入度为0的放入q里,将来遍历也是入度为0就进入bfs,这里就避免的入栈再出栈
5 遍历q,把每个元素对应的链表再遍历(--e的入度 == 0? q.add(e) )
courseII 差不多。就是返回bfs,记得一定要判断bfs == n!!!!!!!
public boolean canFinish(int n, int[][] prerequisites) {
ArrayList<Integer>[] G = new ArrayList[n];
int[] degree = new int[n];
ArrayList<Integer> bfs = new ArrayList();
for (int i = 0; i < n; ++i) G[i] = new ArrayList<Integer>();
for (int[] e : prerequisites) {
G[e[1]].add(e[0]);//此处方向不要反了
degree[e[0]]++;
}
//这里入度需要遍历所有元素,loop到N
for (int i = 0; i < n; ++i) if (degree[i] == 0) bfs.add(i);
for (int i = 0; i < bfs.size(); ++i)
for (int j: G[bfs.get(i)])
if (--degree[j] == 0) bfs.add(j);
return bfs.size() == n;
}
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