- Difficulty: Medium
- Tags: LeetCode, Medium, Depth-First Search, Breadth-First Search, Graph, Topological Sort, leetcode-1462, O(n^3), O(n^2), Floyd-Warshall Algorithm
Problem
There are a total of numCourses
courses you have to take, labeled from 0
to numCourses - 1
. You are given an array prerequisites
where prerequisites[i] = [ai, bi]
indicates that you must take course ai
first if you want to take course bi
.
- For example, the pair
[0, 1]
indicates that you have to take course0
before you can take course1
.
Prerequisites can also be indirect. If course a
is a prerequisite of course b
, and course b
is a prerequisite of course c
, then course a
is a prerequisite of course c
.
You are also given an array queries
where queries[j] = [uj, vj]
. For the jth
query, you should answer whether course uj
is a prerequisite of course vj
or not.
Return a boolean array answer
, where answer[j]
is the answer to the jth
query.
Example 1:
Input: numCourses = 2, prerequisites = [[1,0]], queries = [[0,1],[1,0]] Output: [false,true] Explanation: The pair [1, 0] indicates that you have to take course 1 before you can take course 0. Course 0 is not a prerequisite of course 1, but the opposite is true.
Example 2:
Input: numCourses = 2, prerequisites = [], queries = [[1,0],[0,1]] Output: [false,false] Explanation: There are no prerequisites, and each course is independent.
Example 3:
Input: numCourses = 3, prerequisites = [[1,2],[1,0],[2,0]], queries = [[1,0],[1,2]] Output: [true,true]
Constraints:
2 <= numCourses <= 100
0 <= prerequisites.length <= (numCourses * (numCourses - 1) / 2)
prerequisites[i].length == 2
0 <= ai, bi <= n - 1
ai != bi
- All the pairs
[ai, bi]
are unique. - The prerequisites graph has no cycles.
1 <= queries.length <= 104
0 <= ui, vi <= n - 1
ui != vi