Category: Data structures and algorithms
-
Symmetric Tree
1. What Is a Symmetric Tree? A symmetric tree is a binary tree that is a mirror image of itself around its center. 2. Visual Example of a Symmetric Tree The left subtree is a mirror reflection of the right subtree. 3. Visual Example of an Asymmetric Tree Here, symmetry is broken because one node…
-
Validating a Binary Search Tree (BST)
1. What is a Binary Search Tree? A Binary Search Tree (BST) is a type of binary tree where: Example of a valid BST: Example of an invalid BST: 2. What Does It Mean to Validate a BST? Validation means checking whether a binary tree obeys the BST property. A common mistake is to check…
-
Search in a Binary Search Tree (BST)
1. Objective Given a value, determine whether it exists in a Binary Search Tree (BST).The search operation leverages the inherent sorted structure of a BST to perform an efficient lookup. 2. Binary Search Tree Property Recap In a BST: This structure allows for binary search, which reduces the search space by half with each comparison.…
-
Inserting a Value into a Binary Search Tree (BST)
1. Objective The goal is to insert a new value into a Binary Search Tree while maintaining the BST property, which states: 2. Rules for Insertion To insert a value into a BST: 3. Visual Example Insert the value 45 into the following BST: Step-by-step: Updated Tree: 4. Java Implementation Step 1: Tree Node Class…
-
Binary Search Tree (BST)
1. What is a Binary Search Tree (BST)? A Binary Search Tree (BST) is a special kind of binary tree that maintains a specific order among its elements (nodes), which makes it efficient for operations like search, insert, and delete. 2. Definition: A Binary Search Tree is a binary tree in which: This property is…
-
Finding the Maximum Value in a Binary Tree (Recursive Approach)
1. Problem Statement Given a binary tree, find the maximum value among all the nodes using recursion. 2. Understanding the Problem In a binary tree, each node has: We need to traverse all nodes and return the maximum value present in the tree. This tree is not necessarily a Binary Search Tree (BST), so we…
-
Level Order Traversal of Binary Tree
1. What is Level Order Traversal? Level Order Traversal is a type of Breadth-First Search (BFS) where we traverse a binary tree level by level, starting from the root and moving to the children from left to right. 2. Example Given this binary tree: The level order traversal would be: 3. Why Use Level Order…
-
Iterative Postorder Traversal of a Binary Tree
1. Introduction Postorder traversal follows this visiting order: In the recursive version, the call stack takes care of visiting nodes in the correct order. But in iterative postorder traversal, we must manually simulate the stack behavior. 2. Why Postorder Is Tricky Iteratively Unlike preorder (Root → Left → Right) and inorder (Left → Root →…
-
Recursive Postorder Traversal of a Binary Tree
1. What is Postorder Traversal? Postorder traversal is a type of depth-first traversal in binary trees. It follows this order: This means the node is visited after both its children are completely processed — hence the name post-order. 2. Where is Postorder Traversal Used? Postorder traversal is used when: 3. Conceptual Example Consider the binary…
-
Iterative Inorder Traversal of a Binary Tree
1. Introduction Inorder traversal of a binary tree follows this order: This is typically implemented using recursion, but recursion uses the call stack implicitly. In iterative traversal, we simulate that behavior explicitly using a stack. 2. Why Use Iterative Traversal? While recursive traversal is elegant, iterative traversal is sometimes preferred because: 3. How Iterative Inorder…
