Path Sum
Given a binary tree (as a level-order array) and a target sum, return True if the tree has a root-to-leaf path where the values sum to the target.
Example:
5,4,8,11,null,13,4,7,2,null,null,null,1 22
True
- The binary tree is constructed from the level-order array: 5 is the root, 4 and 8 are its children, and so on.
- We traverse all root-to-leaf paths, calculating their sums: 5+4+11+2=22, 5+4+11+1=21, 5+8+13+4=30, 5+8+13+7=33, 5+8+4=17, and 5+8+4+1=18.
- Among these paths, one sum matches the target: 5+4+11+2=22.
- Since a matching path is found, the function returns
True.
Constraints:
- 0 <= number of nodes <= 5000
- -1000 <= Node.val <= 1000
- -1000 <= targetSum <= 1000
Background Knowledge
The problem involves working with a binary tree, which is a data structure where each node has at most two children (i.e., left child and right child). In this case, the binary tree is represented as a level-order array, where the parent-child relationships are implicit based on the array indices. Understanding how to traverse and manipulate binary trees is essential for solving this problem.
To tackle this problem, you should be familiar with recursion, which is a programming technique where a function calls itself to solve a smaller instance of the same problem. Recursion is particularly useful for tree-related problems, as it allows you to traverse the tree in a depth-first manner. Additionally, you should understand the concept of a root-to-leaf path, which refers to a path that starts at the root node and ends at a leaf node (a node with no children).
The problem also involves checking if the sum of node values along a path equals a target sum. This requires understanding how to keep track of the current sum as you traverse the tree and how to compare it to the target sum. You may need to use variables to store the current sum and update it as you move from one node to another.
Algorithm/Approach
The general approach to solving this problem involves using a recursive or iterative method to traverse the binary tree and check if there exists a root-to-leaf path with a sum equal to the target. You can use a depth-first search (DFS) strategy, which explores as far as possible along each branch before backtracking. This approach allows you to efficiently explore all possible paths in the tree.
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