Leetcode: Path Sum

本文详细介绍了如何使用深度优先搜索算法来判断二叉树中是否存在从根节点到叶子节点的路径,使得路径上的节点值之和等于给定的目标值。通过分析两种情况:只有左子节点或只有右子节点的情况,实现了一个正确的解决方案,并讨论了错误案例。文章还提供了代码实现,便于读者理解和实践。

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Get idea from Code Ganker′s Solution


Question

Given a binary tree and a sum, determine if the tree has a root-to-leaf path such that adding up all the values along the path equals the given sum.

For example:
Given the below binary tree and sum = 22,
5
/ \
4 8
/ / \
11 13 4
/ \ \
7 2 1
return true, as there exist a root-to-leaf path 5->4->11->2 which sum is 22.

Hide Tags Tree Depth-first Search


Analysis

depth-first search
There are two cases we need to consider:
1. node has only one child
2. node(leaf) has two children.


Solution

Mistake Taken

This solution will give a error case. if tree only has leftmost branch, and the sum of the first several nodes are equal to target. This solution will return True, not False.

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, x):
#         self.val = x
#         self.left = None
#         self.right = None

class Solution:
    # @param {TreeNode} root
    # @param {integer} sum
    # @return {boolean}
    def hasPathSum(self, root, sum):
        if root==None:
            return False

        if root.left==None:
            return self.helper(root.right,sum-root.val)
        elif root.right==None:
            return self.helper(root.left, sum-root.val)

        return self.helper(root,sum)

    def helper(self, root, sum):
        if root==None:
            if sum==0:
                return True
            else:
                return False

        return self.helper(root.left, sum-root.val) or self.helper(root.right, sum-root.val)  


Correct Solution

The stop condition need to consider the None. There are only two cases involved None, discussed in Analysis

# Definition for a binary tree node.
# class TreeNode:
#     def __init__(self, x):
#         self.val = x
#         self.left = None
#         self.right = None

class Solution:
    # @param {TreeNode} root
    # @param {integer} sum
    # @return {boolean}
    def hasPathSum(self, root, sum):

        return self.helper(root,sum)

    def helper(self, root, sum):
        if root==None:
            return False

        if root.left==None and root.right==None and root.val==sum:
            return True

        return self.helper(root.left, sum-root.val) or self.helper(root.right, sum-root.val)    


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