Given a binary tree, find its minimum depth.
The minimum depth is the number of nodes along the shortest path from the root node down to the nearest leaf node.
Note: A leaf is a node with no children.
Example:
Given binary tree [3,9,20,null,null,15,7]
,
3 / \ 9 20 / \ 15 7
return its minimum depth = 2.
二叉树的经典问题之最小深度问题就是就最短路径的节点个数,还是用深度优先搜索DFS来完成,万能的递归啊。首先判空,若当前结点不存在,直接返回0。然后看若左子结点不存在,那么对右子结点调用递归函数,并加1返回。反之,若右子结点不存在,那么对左子结点调用递归函数,并加1返回。若左右子结点都存在,则分别对左右子结点调用递归函数,将二者中的较小值加1返回即可,参见代码如下:
解法一:
class Solution { public: int minDepth(TreeNode* root) { if (!root) return 0; if (!root->left) return 1 + minDepth(root->right); if (!root->right) return 1 + minDepth(root->left); return 1 + min(minDepth(root->left), minDepth(root->right)); } };
我们也可以是迭代来做,层序遍历,记录遍历的层数,一旦我们遍历到第一个叶结点,就将当前层数返回,即为二叉树的最小深度,参见代码如下:
解法二:
class Solution { public: int minDepth(TreeNode* root) { if (!root) return 0; int res = 0; queue<TreeNode*> q{{root}}; while (!q.empty()) { ++res; for (int i = q.size(); i > 0; --i) { auto t = q.front(); q.pop(); if (!t->left && !t->right) return res; if (t->left) q.push(t->left); if (t->right) q.push(t->right); } } return -1; } };
类似题目:
Binary Tree Level Order Traversal
参考资料:
https://leetcode.com/problems/minimum-depth-of-binary-tree/
https://leetcode.com/problems/minimum-depth-of-binary-tree/discuss/36153/My-concise-c%2B%2B-solution