[LeetCode] 270. Closest Binary Search Tree Value 最近的二叉搜索树的值
2024-10-21 02:51:43
Given a non-empty binary search tree and a target value, find the value in the BST that is closest to the target.
Note:
- Given target value is a floating point.
- You are guaranteed to have only one unique value in the BST that is closest to the target.
给一个非空二叉树和一个目标值，找到和目标值最接近的一个节点值。
利用二分搜索树的特点(左<根<右)来快速定位，由于根节点是中间值，在遍历时，如果目标值小于节点值，则找更小的值到左子树去找，反之去右子树找。
解法1：迭代
解法2：递归
Java：
public int closestValue(TreeNode root, double target) {
double min=Double.MAX_VALUE;
int result = root.val;
while(root!=null){
if(target>root.val){
double diff = Math.abs(root.val-target);
if(diff<min){
min = Math.min(min, diff);
result = root.val;
}
root = root.right;
}else if(target<root.val){
double diff = Math.abs(root.val-target);
if(diff<min){
min = Math.min(min, diff);
result = root.val;
}
root = root.left;
}else{
return root.val;
}
}
return result;
}
Java:
public class Solution {
int goal;
double min = Double.MAX_VALUE;
public int closestValue(TreeNode root, double target) {
helper(root, target);
return goal;
}
public void helper(TreeNode root, double target){
if(root==null)
return;
if(Math.abs(root.val - target) < min){
min = Math.abs(root.val-target);
goal = root.val;
}
if(target < root.val){
helper(root.left, target);
}else{
helper(root.right, target);
}
}
}
Java: Iteration
/**
* Definition for a binary tree node.
* public class TreeNode {
* int val;
* TreeNode left;
* TreeNode right;
* TreeNode(int x) { val = x; }
* }
*/
public class Solution {
public int closestValue(TreeNode root, double target) {
if (root == null) return 0;
int min = root.val;
while (root != null) {
min = (Math.abs(root.val - target) < Math.abs(min - target) ? root.val : min);
root = (root.val < target) ? root.right : root.left;
}
return min;
}
}
Java: Recursion
/**
* Definition for a binary tree node.
* public class TreeNode {
* int val;
* TreeNode left;
* TreeNode right;
* TreeNode(int x) { val = x; }
* }
*/
public class Solution {
public int closestValue(TreeNode root, double target) {
TreeNode child = target < root.val ? root.left : root.right;
if (child == null) {
return root.val;
}
int childClosest = closestValue(child, target);
return Math.abs(root.val - target) < Math.abs(childClosest - target) ? root.val : childClosest;
}
}
Python: Iteration, Time: O(h), Space: O(1)
# 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 closestValue(self, root, target):
"""
:type root: TreeNode
:type target: float
:rtype: int
"""
gap = float("inf")
closest = float("inf")
while root:
if abs(root.val - target) < gap:
gap = abs(root.val - target)
closest = root
if target == root.val:
break
elif target < root.val:
root = root.left
else:
root = root.right
return closest.val
C++: Iteration
/**
* Definition for a binary tree node.
* struct TreeNode {
* int val;
* TreeNode *left;
* TreeNode *right;
* TreeNode(int x) : val(x), left(NULL), right(NULL) {}
* };
*/
class Solution {
public:
int closestValue(TreeNode* root, double target) {
double gap = numeric_limits<double>::max();
int closest = numeric_limits<int>::max(); while (root) {
if (abs(static_cast<double>(root->val) - target) < gap) {
gap = abs(root->val - target);
closest = root->val;
}
if (target == root->val) {
break;
} else if (target < root->val) {
root = root->left;
} else {
root = root->right;
}
}
return closest;
}
};
C++: Iteration
class Solution {
public:
int closestValue(TreeNode* root, double target) {
int res = root->val;
while (root) {
if (abs(res - target) >= abs(root->val - target)) {
res = root->val;
}
root = target < root->val ? root->left : root->right;
}
return res;
}
};
C++: Recursion
class Solution {
public:
int closestValue(TreeNode* root, double target) {
int a = root->val;
TreeNode *t = target < a ? root->left : root->right;
if (!t) return a;
int b = closestValue(t, target);
return abs(a - target) < abs(b - target) ? a : b;
}
};
C++: Recursion
class Solution {
public:
int closestValue(TreeNode* root, double target) {
int res = root->val;
if (target < root->val && root->left) {
int l = closestValue(root->left, target);
if (abs(res - target) >= abs(l - target)) res = l;
} else if (target > root->val && root->right) {
int r = closestValue(root->right, target);
if (abs(res - target) >= abs(r - target)) res = r;
}
return res;
}
};
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