[leetcode 230]Kth Smallest Element in a BST
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Given a binary search tree, write a function kthSmallest
to find the kth smallest element in it.
Note:
You may assume k is always valid, 1 ≤ k ≤ BST's total elements.
Follow up:
What if the BST is modified (insert/delete operations) often and you need to find the kth smallest frequently? How would you optimize the kthSmallest routine?
Hint:
1、Try to utilize the property of a BST.
2、What if you could modify the BST node's structure?
3、The optimal runtime complexity is O(height of BST).
Credits:
Special thanks to @ts for adding this problem and creating all test cases.
给定一个顺序二叉树,找第K小的元素
第一次想到的就是中序遍历二叉树,得到第K小的元素,可是时间复杂度超过了O(height of BST).
可还是AC了
class Solution{public: void cal(TreeNode *root,vector<int> &temp) { if(root==NULL) return ; else { cal(root->left,temp); temp.push_back(root->val); cal(root->right,temp); } } int kthSmallest(TreeNode* root, int k) { vector<int> temp; cal(root,temp); return temp[k]; }};
顺便贴一个时间复杂度是O(height of BST)的代码
class Solution { public: int calcTreeSize(TreeNode* root){ if (root == NULL) return 0; return 1+calcTreeSize(root->left) + calcTreeSize(root->right); } int kthSmallest(TreeNode* root, int k) { if (root == NULL) return 0; int leftSize = calcTreeSize(root->left); if (k == leftSize+1){ return root->val; }else if (leftSize >= k){ return kthSmallest(root->left,k); }else{ return kthSmallest(root->right, k-leftSize-1); } } };
1、计算左子树元素个数left。
2、 left+1 = K,则根节点即为第K个元素
left >=k, 则第K个元素在左子树中,
left +1 <k, 则转换为在右子树中,寻找第K-left-1元素。
其他Leetcode题目AC代码:https://github.com/PoughER/leetcode
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