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| 1 | +/* |
| 2 | + * @lc app=leetcode id=230 lang=typescript |
| 3 | + * |
| 4 | + * [230] Kth Smallest Element in a BST |
| 5 | + */ |
| 6 | + |
| 7 | +// @lc code=start |
| 8 | +/** |
| 9 | + * Definition for a binary tree node. |
| 10 | + * class TreeNode { |
| 11 | + * val: number |
| 12 | + * left: TreeNode | null |
| 13 | + * right: TreeNode | null |
| 14 | + * constructor(val?: number, left?: TreeNode | null, right?: TreeNode | null) { |
| 15 | + * this.val = (val===undefined ? 0 : val) |
| 16 | + * this.left = (left===undefined ? null : left) |
| 17 | + * this.right = (right===undefined ? null : right) |
| 18 | + * } |
| 19 | + * } |
| 20 | + */ |
| 21 | + |
| 22 | +/** |
| 23 | + * @description: 中序遍历,迭代的方式 |
| 24 | + * 时间复杂度 O(H+k) |
| 25 | + * 空间复杂度 O(H) |
| 26 | + * H 是树的高度 |
| 27 | + * @param {TreeNode} root |
| 28 | + * @param {number} k |
| 29 | + * @return {number} |
| 30 | + */ |
| 31 | +function kthSmallest(root: TreeNode | null, k: number): number { |
| 32 | + if (root === null) return null; |
| 33 | + |
| 34 | + let stack = [root]; |
| 35 | + let node = root; |
| 36 | + while (stack.length || node !== null) { |
| 37 | + while (node !== null) { |
| 38 | + stack.push(node); |
| 39 | + node = node.left; |
| 40 | + } |
| 41 | + const cur = stack.pop(); |
| 42 | + k--; |
| 43 | + if (k === 0) { |
| 44 | + return cur.val; |
| 45 | + } |
| 46 | + if (cur.right !== null) { |
| 47 | + node = cur.right; |
| 48 | + } |
| 49 | + } |
| 50 | +} |
| 51 | + |
| 52 | +/** |
| 53 | + * @description: 二叉搜索树中序遍历后输出的值是有序的,利用这一特性 |
| 54 | + * 时间复杂度 O(n): 全部遍历一遍 |
| 55 | + * 空间复杂度 O(n)? 不确定 |
| 56 | + * @param {TreeNode} root |
| 57 | + * @param {number} k |
| 58 | + * @return {number} |
| 59 | + */ |
| 60 | +function kthSmallestByRecursion(root: TreeNode | null, k: number): number { |
| 61 | + let res: number[] = []; |
| 62 | + |
| 63 | + /** |
| 64 | + * @description: 中序遍历,递归实现 |
| 65 | + * @param {TreeNode|null} node |
| 66 | + * @return {void} |
| 67 | + */ |
| 68 | + function inOrderWalker(node: TreeNode | null) { |
| 69 | + if (node === null) return null; |
| 70 | + |
| 71 | + inOrderWalker(node.left); |
| 72 | + node.val !== null && res.push(node.val); |
| 73 | + inOrderWalker(node.right); |
| 74 | + } |
| 75 | + inOrderWalker(root); |
| 76 | + |
| 77 | + return res[k - 1]; |
| 78 | +}; |
| 79 | +// @lc code=end |
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