Lowest Common Ancestor of a Binary Tree
Given a binary tree, find the lowest common ancestor (LCA) of two given nodes in the tree.
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).”
_______3______ / \ ___5__ ___1__ / \ / \ 6 _2 0 8 / \ 7 4
For example, the lowest common ancestor (LCA) of nodes 5
and 1
is 3
.
Another example is LCA of nodes 5
and 4
is 5
,
since a node can be a descendant of itself according to the LCA definition.
此時的二叉樹爲普通的二叉樹,無法像BST樹一樣可以利用BST的特性進行求解了。
思路:遞歸在root結點的左右子樹中搜索p和q,如果兩邊都搜索成功,說明root即爲LCA,否則,如果p和q爲上下級關係時,此時只能搜索到p或者q(因爲一旦搜索成功即停止搜索,遞歸返回了),返回後的結點p或者q即爲要找的LCA。
代碼:
class Solution(object):
def lowestCommonAncestor(self, root, p, q):
"""
:type root: TreeNode
:type p: TreeNode
:type q: TreeNode
:rtype: TreeNode
"""
if not root or root == p or root == q:
return root
l = self.lowestCommonAncestor(root.left, p, q)
r = self.lowestCommonAncestor(root.right, p, q)
# 如果l和r都存在,說明root是LCA;否則,返回的是隻會是l或者r,表示p和q爲上下級關係
return root if l and r else (l if l else r)