Problem Description:
Given n
nodes labeled from 0
to n - 1
and a list of undirected edges (each edge is a pair of nodes), write a function to check whether these edges make up a valid tree.
For example:
Given n = 5
and edges = [[0, 1], [0, 2], [0, 3], [1, 4]]
, return true
.
Given n = 5
and edges = [[0, 1], [1, 2], [2, 3], [1, 3], [1, 4]]
, return false
.
Hint:
-
- Given
n = 5
andedges = [[0, 1], [1, 2], [3, 4]]
, what should your return? Is this case a valid tree? - 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.”
- Given
Note: 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 inedges
.
As suggested by the hint, just check for cycle and connectedness in the graph. Both of these can be done via DFS.
The code is as follows.
1 class Solution { 2 public: 3 bool validTree(int n, vector<pair<int, int>>& edges) { 4 vector<vector<int>> neighbors(n); 5 for (auto e : edges) { 6 neighbors[e.first].push_back(e.second); 7 neighbors[e.second].push_back(e.first); 8 } 9 vector<bool> visited(n, false); 10 if (hasCycle(neighbors, 0, -1, visited)) 11 return false; 12 for (bool v : visited) 13 if (!v) return false; 14 return true; 15 } 16 private: 17 bool hasCycle(vector<vector<int>>& neighbors, int kid, int parent, vector<bool>& visited) { 18 if (visited[kid]) return true; 19 visited[kid] = true; 20 for (auto neigh : neighbors[kid]) 21 if (neigh != parent && hasCycle(neighbors, neigh, kid, visited)) 22 return true; 23 return false; 24 } 25 };