题目描述:
LeetCode 450. Delete Node in a BST
Given a root node reference of a BST and a key, delete the node with the given key in the BST. Return the root node reference (possibly updated) of the BST.
Basically, the deletion can be divided into two stages:
- Search for a node to remove.
- If the node is found, delete the node.
Note: Time complexity should be O(height of tree).
Example:
root = [5,3,6,2,4,null,7] key = 3 5 / \ 3 6 / \ \ 2 4 7 Given key to delete is 3. So we find the node with value 3 and delete it. One valid answer is [5,4,6,2,null,null,7], shown in the following BST. 5 / \ 4 6 / \ 2 7 Another valid answer is [5,2,6,null,4,null,7]. 5 / \ 2 6 \ \ 4 7
题目大意:
给定一个BST的根节点与一个key,删除BST中key对应的节点。返回BST根节点的引用(有可能被更新)。
基本上,删除操作分为两个阶段:
- 寻找待删除节点。
- 如果节点找到,删掉这个节点。
注意:时间复杂度为O(树的高度)。
解题思路:
首先根据BST(二叉查找树)的性质,找到目标节点cur及其父节点pre
如果cur不存在,则直接返回root
记ncur为取代cur位置的节点,默认令ncur = cur.right
如果cur拥有左孩子,则将其右孩子链接到左孩子的最大子节点的右侧,令cur = cur.left
然后修正pre与ncur之间的关系
Python代码:
# Definition for a binary tree node.
# class TreeNode(object):
# def __init__(self, x):
# self.val = x
# self.left = None
# self.right = None
class Solution(object):
def deleteNode(self, root, key):
"""
:type root: TreeNode
:type key: int
:rtype: TreeNode
"""
pre, cur = None, root
while cur and cur.val != key:
pre = cur
if key < cur.val:
cur = cur.left
elif key > cur.val:
cur = cur.right
if not cur: return root
ncur = cur.right
if cur.left:
ncur = cur.left
self.maxChild(cur.left).right = cur.right
if not pre: return ncur
if pre.left == cur:
pre.left = ncur
else:
pre.right = ncur
return root
def maxChild(self, root):
while root.right:
root = root.right
return root
上述解法可能会增加BST的深度,导致查询效率降低。
下面是一种递归解法,不会增加BST的深度。
参阅LeetCode Discuss:https://discuss.leetcode.com/topic/65792/recursive-easy-to-understand-java-solution
Java代码:
/**
* Definition for a binary tree node.
* public class TreeNode {
* int val;
* TreeNode left;
* TreeNode right;
* TreeNode(int x) { val = x; }
* }
*/
public class Solution {
public TreeNode deleteNode(TreeNode root, int key) {
if(root == null){
return null;
}
if(key < root.val){
root.left = deleteNode(root.left, key);
}else if(key > root.val){
root.right = deleteNode(root.right, key);
}else{
if(root.left == null){
return root.right;
}else if(root.right == null){
return root.left;
}
root.val = findMax(root.left).val;
root.left = deleteNode(root.left, root.val);
}
return root;
}
private TreeNode findMax(TreeNode node){
while(node.right != null){
node = node.right;
}
return node;
}
}
本文链接:http://bookshadow.com/weblog/2016/11/11/leetcode-delete-node-in-a-bst/
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