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CourseSchedule.java
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CourseSchedule.java
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/*
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.
*/
import java.util.*;
// directed, multiple connected area graph
public class CourseSchedule {
public static boolean canFinish(int numCourses, int[][] prerequisites) {
if(prerequisites.length <= 0 || numCourses <=1) return true;
ArrayList[] graph = new ArrayList[numCourses];
for(int i=0;i<numCourses;i++) graph[i] = new ArrayList();
for(int i = 0 ; i < prerequisites.length; i++){
graph[prerequisites[i][1]].add(prerequisites[i][0]);
}
int[] visited = new int[numCourses];
for(int i = 0 ; i < numCourses; i++){
if(hasCycle(visited, graph, i) == true) return false;
}
return true;
}
//dfs
public static boolean hasCycle(int[] visited, ArrayList[] graph, int i){
if(visited[i] == 1){
return true;
}
visited[i] = 1;
for(int j = 0; j < graph[i].size(); j++){
if(hasCycle(visited, graph, (int)graph[i].get(j)) == true) return true;
}
visited[i] = 0;
return false;
}
public static void main(String[] args) {
int num = 4;
int[][] pre = new int[][]{
{1, 0},
{2, 0},
{3, 1},
{3, 2}
};
boolean res = canFinish(num, pre);
System.out.println("can finish: " + res);
return;
}
}