Minimum Height Trees
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.
Credits:Special thanks to @dietpepsi for adding this problem and creating all test cases.
Solution
public class Solution {
private Map<Integer, Node> map;
public List<Integer> findMinHeightTrees(int n, int[][] edges) {
List<Integer> result = new ArrayList<>();
if (n <= 0 || edges == null) return result;
map = new HashMap<>();
for(int i = 0; i < n;i ++) {
map.put(i, new Node(new ArrayList<Edge>(), i));
}
for (int i = 0; i < edges.length; i++) {
int start = edges[i][0];
int end = edges[i][1];
if (!map.containsKey(start)) {
map.put(start, new Node(new ArrayList<Edge>(), start));
}
if (!map.containsKey(end)) {
map.put(end, new Node(new ArrayList<Edge>(), end));
}
Node startNode = map.get(start);
Node endNode = map.get(end);
Edge edge = new Edge(startNode, endNode);
startNode.edges.add(edge);
endNode.edges.add(edge);
}
// remove leaves until 2 nodes
List<Node> leaves = new ArrayList<>();
for (Node node : map.values()) {
if (node.edges.size() == 1) {
leaves.add(node);
}
}
while (map.size() > 2) {
for (Node leave : leaves) {
map.remove(leave.val);
List<Edge> edges1 = leave.edges;
for (Edge edge : edges1) {
if (edge.n1 != leave) {
edge.n1.removeEdge(edge);
}
if (edge.n2 != leave) {
edge.n2.removeEdge(edge);
}
}
}
leaves = new ArrayList<>();
for (Node node : map.values()) {
if (node.edges.size() == 1) {
leaves.add(node);
}
}
}
for (Node node : map.values()) {
result.add(node.val);
}
return result;
}
private class Node {
int val;
List<Edge> edges;
public Node(List<Edge> edges, int val) {
this.edges = edges;
this.val = val;
}
public void removeEdge(Edge edge) {
edges.remove(edge);
}
}
private class Edge {
Node n1;
Node n2;
public Edge(Node n2, Node n1) {
this.n2 = n2;
this.n1 = n1;
}
}
}