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
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]
Hint:
- How many MHTs can a graph have at most?
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.
public class Solution {
public List<Integer> findMinHeightTrees(int n, int[][] edges) {
List<Integer> res = new ArrayList<>();
if (n == 0) {
return res;
}
if (n == 1) {
res.add(0);
return res;
}
List<Set<Integer>> adjacent = new ArrayList<>();
for (int i = 0; i < n; i++) {
adjacent.add(new HashSet<Integer>());
}
for (int[] edge : edges) {
int from = edge[0];
int to = edge[1];
adjacent.get(from).add(to);
adjacent.get(to).add(from);
}
LinkedList<Integer> leaves = new LinkedList<>();
for (int i = 0; i < n; i++) {
if (adjacent.get(i).size() == 1) {
leaves.add(i);
}
}
int numOfLeaves = n;
while (numOfLeaves > 2) {
numOfLeaves -= leaves.size();
int count = leaves.size();
while (count-- > 0) {
int from = leaves.poll();
int to = adjacent.get(from).iterator().next();
adjacent.get(to).remove(from);
if (adjacent.get(to).size() == 1) {
leaves.add(to);
}
}
}
return leaves;
}
}
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