LeetCode Minimum Height Trees

时间:2023-03-08 20:21:25
LeetCode Minimum Height Trees

原题链接在这里:https://leetcode.com/problems/minimum-height-trees/

题目:

For a undirected graph with tree characteristics, we can choose any node as the root. The result graph is then a rooted tree. Among all possible rooted trees, those with minimum height are called minimum height trees (MHTs). Given such a graph, write a function to find all the MHTs and return a list of their root labels.

Format
The graph contains n nodes which are labeled from 0 to n - 1. You will be given the number n and a list of undirected edges (each edge is a pair of labels).

You can assume that no duplicate edges will appear in edges. Since all edges are undirected, [0, 1] is the same as [1, 0] and thus will not appear together in edges.

Example 1:

Given n = 4edges = [[1, 0], [1, 2], [1, 3]]

        0
|
1
/ \
2 3

return [1]

Example 2:

Given n = 6edges = [[0, 3], [1, 3], [2, 3], [4, 3], [5, 4]]

     0  1  2
\ | /
3
|
4
|
5

return [3, 4]

题解:

Course ScheduleCourse Schedule II类似。

用BFS based topological sort. 从叶子节点开始放入queue中,最后剩下的一个或者两个就是最中心的点.

这里练习undirected graph的topological sort. 用Map<Integer, Set<Integer>>来表示graph, 一条edge, 两头node都需要加graph中.

Time Complexity: O(n+e). Space: O(n+e).

AC Java:

 class Solution {
public List<Integer> findMinHeightTrees(int n, int[][] edges) {
List<Integer> res = new ArrayList<Integer>();
if(n == 1){
res.add(0);
return res;
} if(n < 1 || edges == null || edges.length == 0){
return res;
} HashMap<Integer, HashSet<Integer>> graph = new HashMap<Integer, HashSet<Integer>>();
for(int i = 0; i<n; i++){
graph.put(i, new HashSet<Integer>());
} for(int [] edge : edges){
graph.get(edge[0]).add(edge[1]);
graph.get(edge[1]).add(edge[0]);
} LinkedList<Integer> que = new LinkedList<Integer>();
for(Map.Entry<Integer, HashSet<Integer>> entry : graph.entrySet()){
if(entry.getValue().size() == 1){
que.add(entry.getKey());
}
} while(n > 2){
n -= que.size();
LinkedList<Integer> temp = new LinkedList<Integer>(); while(!que.isEmpty()){
int cur = que.poll();
for(int neigh : graph.get(cur)){
graph.get(cur).remove(neigh);
graph.get(neigh).remove(cur); if(graph.get(neigh).size() == 1){
temp.add(neigh);
}
}
} que = temp;
} res.addAll(que);
return res;
}
}