代码随想录算法训练营第十五天 | 110.平衡二叉树、 257. 二叉树的所有路径、 404.左叶子之和、222.完全二叉树的节点个数

LIEBESFREUD

墨衍会员 · AI 创作全网分发码龄9年

关注

原创最新推荐文章于 2026-05-16 09:06:37 发布 181 阅读 AI 写同款· GEO 优化 ›

【教程】BM1684X-32边缘计算盒子网络配置教程 BM1684X边缘计算盒子网络配置教程阅读详情

110.平衡二叉树

自己写了一版，辅助函数同时算高度和是否是平衡的。

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
    def isBalanced(self, root: Optional[TreeNode]) -> bool:
        
        def check(root, h):
            if not root:
                return h, True

            l, lb = check(root.left, h + 1)
            r, rb = check(root.right, h + 1)
            return max(l, r), lb and rb and abs(l - r) < 2 
        
        _, res = check(root, 0)
        return res

题解思路：

辅助函数只算高度，用-1表示不平衡了。

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
    def isBalanced(self, root: Optional[TreeNode]) -> bool:
        
        def height(root):
            if not root:
                return 0

            l = height(root.left)
            if l == -1 : return -1
            r = height(root.right)
            if r == -1: return -1

            return -1 if abs(l - r) > 1 else 1 + max(l, r)

        if not root:
            return True

        return False if height(root) == -1 else True

257. 二叉树的所有路径

回溯，遇到叶子节点就收集结果。

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
    def binaryTreePaths(self, root: Optional[TreeNode]) -> List[str]:
        res = []

        def dfs(root, s):
            if not root:
                return
            if not root.left and not root.right:
                res.append(s + str(root.val))
                return
            
            dfs(root.left, s + str(root.val) + '->')
            dfs(root.right, s + str(root.val) + '->')

        dfs(root, '')
        return res

404.左叶子之和

闭包传递，稀里糊涂也写对了

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
    def sumOfLeftLeaves(self, root: Optional[TreeNode]) -> int:
        count = 0

        def dfs(root):
            nonlocal count
            if not root:
                return

            if not root.left and not root.right:
                return

            if root.left:
                if not root.left.left and not root.left.right:
                    count += root.left.val
                else:
                    dfs(root.left)
            if root.right:
                dfs(root.right)
        dfs(root)
        return count

看一下题解，向左边探查递归返回时查看是否是父节点的左叶子，如果是的话就找到一个左叶子，记录值。向右探查时也会一起赋值，思路相对巧妙。

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
    def sumOfLeftLeaves(self, root: Optional[TreeNode]) -> int:
        if not root:
            return 0
        if not root.left and not root.right:
            return 0

        left = self.sumOfLeftLeaves(root.left)
        if root.left and not root.left.left and not root.left.right:
            left = root.left.val
        right = self.sumOfLeftLeaves(root.right)

        return left + right

222.完全二叉树的节点个数

如果是个普通的二叉树，直接可以求解：

class Solution:
    def countNodes(self, root: Optional[TreeNode]) -> int:
        if not root:
            return 0
        
        return 1 + self.countNodes(root.left) + self.countNodes(root.right)

但是题目里面说了是个完全二叉树，完全二叉树可以节省时间，因为完全二叉树一个节点的左子树和右子树至少有一个是完全二叉树。

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, val=0, left=None, right=None):
#         self.val = val
#         self.left = left
#         self.right = right
class Solution:
    def countNodes(self, root: Optional[TreeNode]) -> int:
        if not root:
            return 0

        left = root.left
        right = root.right
        l, r = 0, 0

        while left:
            left = left.left
            l += 1
        while right:
            right = right.right
            r += 1

        if l == r:
            return (2 << l) - 1

        return self.countNodes(root.left) + self.countNodes(root.right) + 1

收录于