Binary Search Tree Operations: Lowest Common Ancestor, Insertion, and Deletion

Lowest Common Ancestor in a BST (LeetCode 235) Given a BST and two nodes p and q, find their lowest common ancestor (LCA). The BST property allows an efficient traversal from root down: the LCA is the first node whose value lies between p->val and q->val (inclusive). Because the tree is ordered, moving left/right narrows down the range un ...

Posted on Wed, 26 Aug 2026 16:29:53 +0000 by Bogart

Backtracking Algorithm Practice: Combination Sum III and Letter Combinations

Problem 216: Combination Sum III Description: Given two integers k and n, find all possible combinations of k numbers from 1 to 9 that add up to n. Each number can only be used once in a combination. Approach This problem requires finding subsets of size k from the set [1,2,3,4,5,6,7,8,9] where the sum equals n. The parameter k represents the d ...

Posted on Sat, 15 Aug 2026 16:09:44 +0000 by heerajee

Recursive Tree Structure Implementation in C#

Hierarchical data structures are essential for building navigation menus, organization charts, and category trees. This article explores several C# implementations to transform flat data lists into recursive tree formats, suitable for JSON APIs, object-oriented models, and UI dropdowns. 1. Generating Recursive JSON Strings In some legacy system ...

Posted on Thu, 13 Aug 2026 16:06:44 +0000 by slimjim

Maximum Depth of Binary Trees: Recursive and Iterative Approaches

Maximum Depth of a Binary Tree The maximum depth of a binary tree is defined as the number of nodes along the longest path from the root node down to the farthest leaf node. A leaf node is a node that has no children. This problem can be solved using either a recursive depth-first search approach or an iterative breadth-first search approach. R ...

Posted on Thu, 13 Aug 2026 16:02:47 +0000 by Sj0wKOoMel

10 Fun and Simple Python Programs for Creative Exploration

Python is a versatile and beginner-friendly programming language that allows developers to express ideas creatively and efficiently. Below are ten engaging Python scripts that demonstrate the language's potential for visual creativity and interactive exploration using the turtle graphics module. Dynamic Color Spiral import turtle import ran ...

Posted on Wed, 12 Aug 2026 16:15:19 +0000 by Laogeodritt

Python Variable Scoping, Lambda Functions, and Recursion Patterns

Mastering Variable Scope in Python Functions Python's scoping rules define how variables interact between global and local contexts. Functions create isolated namespaces that affect variable visibility and mutability. Modifying Global Variables When a function needs to reassign a global variable, explicit declaration is mandatory: access_count ...

Posted on Mon, 10 Aug 2026 16:12:10 +0000 by ibelimb

Calculating the Sum of Left Leaf Nodes in a Binary Tree

To compute the sum of all left leaf nodes in a binary tree, implement a recursive traversal that identifies nodes where the left child exists and has no children. When such a node is found, accuumlate its value. A helper function using reference accumulation: void accumulateLeftLeafSum(TreeNode* root, int& total) { if (!root) return; ...

Posted on Sun, 09 Aug 2026 16:18:56 +0000 by ahmadajcis

Binary Search Tree Operations: Trimming, Construction from Sorted Array, and Conversion to Greater Sum Tree

Trimming a Binary Search TreeGiven a Binary Search Tree (BST) and a valid range [low, high], the task is to trim the tree so that all node values fall within this inclusive range. The structure of the resulting tree should maintain BST properties.A common mistake is to simply return null when encountering a node outside the range:class Solution ...

Posted on Sat, 08 Aug 2026 16:33:29 +0000 by bsprogs

Reconstructing a Binary Tree from Preorder and Inorder Traversals

Given the preorder and inorder traversal sequences of a binary tree, the task is to rebuild the original tree. Below are three distinct strategies, each with its own trade-offs, followed by concise Python implementations. Approach 1 – Straightforward Recursion The first element in preorder is always the root. Locate this value inside inorder; e ...

Posted on Thu, 06 Aug 2026 17:03:14 +0000 by realnsleo

Binary Tree Traversal Techniques: Recursive, Iterative, and Unified Approaches

Implementing depth-first traversals using recursive programming requires three key components: Function parameters and return value definition Termination condition handling Single-layer recurison logic implementation Implementation Examples // Pre-order traversal class RecursiveTraversal { public List<integer> traversePreOrder(Tre ...

Posted on Mon, 03 Aug 2026 16:56:38 +0000 by splitinfo