[leetcode]310. Minimum Height Trees
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题目链接:https://leetcode.com/problems/minimum-height-trees/tabs/description
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 = 4
, edges = [[1, 0], [1, 2], [1, 3]]
0 | 1 / \ 2 3
return [1]
Example 2:
Given n = 6
, edges = [[0, 3], [1, 3], [2, 3], [4, 3], [5, 4]]
0 1 2 \ | / 3 | 4 | 5
return [3, 4]
Note:
(1) According to the definition of tree on Wikipedia: “a tree is an undirected graph in which any two vertices are connected by exactly one path. In other words, any connected graph without simple cycles is a tree.”
(2) The height of a rooted tree is the number of edges on the longest downward path between the root and a leaf.
思路一:
这个思路实际上是一个 BFS 思路。和常见的从根节点进行 BFS 不同,这里从叶子节点开始进行 BFS。
所有入度(即相连边数)为 1 的节点即是叶子节点。找高度最小的节点,即找离所有叶子节点最远的节点,也即找最中心的节点。
找最中心的节点的思路很简单:
- 每次去掉当前图的所有叶子节点,重复此操作直到只剩下最后的根。
class Solution {public: vector<int> findMinHeightTrees(int n, vector<pair<int, int>>& edges) { vector<unordered_set<int>> adj(n); for(pair<int,int>p:edges) { adj[p.first].insert(p.second); adj[p.second].insert(p.first); } vector<int> current; if(n==1) { current.push_back(0); return current; } for(int i=0;i<adj.size();i++) { if(adj[i].size()==1) { current.push_back(i); } } while(true) { vector<int> next; for(int node:current) { for(int neighbor:adj[node]) { adj[neighbor].erase(node); if(adj[neighbor].size()==1) next.push_back(neighbor); } } if(next.empty()) return current; current=next; } }};
思路二:
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