Lowest Common Ancestor of a Binary Search Tree
Problem
Given a binary search tree (BST), find the lowest common ancestor (LCA) of two given nodes in the BST.
According to the definition of LCA on Wikipedia: “The lowest common ancestor is defined between two nodes v and w as the lowest node in T that has both v and w as descendants (where we allow a node to be a descendant of itself).”
_______6______
/ \
___2__ ___8__
/ \ / \
0 _4 7 9
/ \
3 5
For example, the lowest common ancestor (LCA) of nodes 2 and 8 is 6
. Another example is LCA of nodes 2 and 4 is 2
, since a node can be a descendant of itself according to the LCA definition.
Solution
Recursive Solution, Easy to come up with
public class Solution {
public TreeNode lowestCommonAncestor(TreeNode root, TreeNode p, TreeNode q) {
if (root == null || p == null || q == null) return null;
if (root.val < p.val && root.val < q.val) return lowestCommonAncestor(root.right, p, q);
if (root.val > p.val && root.val > q.val) return lowestCommonAncestor(root.left, p, q);
return root;
}
}
Iterative Solution, Use Difference of Val
public class Solution {
public TreeNode lowestCommonAncestor(TreeNode root, TreeNode p, TreeNode q) {
if (root == null || p == null || q == null) return null;
while ((root.val - p.val) * (root.val - q.val) > 0) {
root = root.val < p.val ? root.right : root.left;
}
return root;
}
}
Analysis
Don't get panic because of the long question's name
A pretty straightforward problem if thinking in recursion
In both solutions above, we continue to visit the nodes if p
and q
are in the same side of root
Otherwise, we simply return the current root
cause there is no common nodes anymore in the below
Complexity:
- Time: O(n), since we have to visit all nodes in the worst case
- Space: O(1) for iterative solution, O(n) for recursive solution