Sum Root To Leaf Numbers
To solve this coding challenge, you need to traverse a binary tree and calculate the sum of all numbers formed by the paths from the root to the leaf nodes. Each path will represent a number which is formed by concatenating the values of the nodes from the root to the leaf. The sum of all these numbers is the solution.
# Explanation
The goal is to sum up all the numbers formed by the paths from the root to leaf nodes. We can achieve this by using a Depth-First Search (DFS) approach, which explores each root-to-leaf path one by one.- Initialization and Class Definition:
- First, initialize the basic structure of the node (TreeNode) which contains the value, a pointer to the left child, and a pointer to the right child.
-
Define the main solution class that contains the method
sumNumbers
- Helper Function (DFS):
-
Create a helper function
dfs
- This function takes two parameters: the current node and the current sum formed by the path.
- The current sum needs to be updated as we traverse down the tree.
- Base Case:
-
If the current node is
None
- Leaf Node Check:
-
If the current node is a leaf (both left and right children are
None
- Recursive Case:
-
Recursively call the
dfs
- Sum the results from the left and right recursive calls.
- Returning the Final Sum:
- Initialize the DFS with the root node and the initial sum as 0 and return the result.
- Define node structure:
-
Each node in the tree will have a value (
val
left
right
- Define the main solution class:
-
Inside this class, define a method
sumNumbers
- Define the helper DFS function:
- This function will take a node and the current value formed from the root to that node.
-
If the node is
None
- Update the current value by multiplying it by 10 and adding the node's value.
-
If the node is a leaf (both children are
None
- Sum the results from the left and right children.
- Call the DFS function from the root:
- Initialize the DFS by calling it with the root node and 0.
- Return the result of the DFS call.
### Step-by-Step Explanation / Detailed Steps in Pseudocode ###
### Pseudocode with Comments ###
// Define a node structure to represent each node in the binary tree
class TreeNode:
function __init__(val=0, left=null, right=null):
self.val = val // value of the node
self.left = left // left child
self.right = right // right child
// Define the main solution class containing the method to calculate sum
class Solution:
function sumNumbers(root):
// Define the helper function for DFS traversal
function dfs(node, current_sum):
if node is null:
return 0 // base case: if the node is null, no number is formed
// Update the current sum to include this node's value
current_sum = current_sum * 10 + node.val
// Check if the node is a leaf node (no children)
if node.left is null and node.right is null:
return current_sum // return the complete number for this path
// Recursively calculate the sum for the left and right children
left_sum = dfs(node.left, current_sum)
right_sum = dfs(node.right, current_sum)
// Return the total sum from both subtrees
return left_sum + right_sum
// Initialize the DFS with the root node and initial sum of 0
return dfs(root, 0)
In this pseudocode:
- TreeNode class serves as the blueprint for constructing each node in the binary tree.
-
Solution
class contains the
sumNumbers
dfs
-
The
dfs