💡 Problem Formulation: In Python, we often rely on built-in functions like len() to perform routine tasks such as determining the length of a string. However, understanding how to implement these tasks manually can deepen one’s understanding of programming concepts. This article discusses how to write a Python program to compare two strings and display … Read more
💡 Problem Formulation: Creating a mirror copy of a binary tree involves flipping the tree horizontally so that each left child becomes a right child and vice versa, effectively creating a mirrored version. Additionally, displaying the mirrored tree with a Breadth-First Search (BFS) traversal provides a level-wise output. This article tackles the input of a … Read more
💡 Problem Formulation: The maximum subarray problem involves finding the contiguous subarray within a one-dimensional array of numbers which has the largest sum. For instance, given the array [-2, 1, -3, 4, -1, 2, 1, -5, 4], the contiguous subarray with the largest sum is [4, -1, 2, 1], with a sum of 6. Method … Read more
💡 Problem Formulation: We aim to determine whether an undirected graph contains a cycle using the Breadth-First Search (BFS) algorithm in Python. Given an undirected graph represented as an adjacency list or matrix, the desired output is a Boolean value indicating the presence or absence of a cyclic structure. Method 1: Standard BFS with Parent … Read more
💡 Problem Formulation: In graph theory, a connected component of an undirected graph is a subgraph in which any two vertices are connected to each other via paths, and which is not connected to any vertex outside the subgraph. The challenge is to write a Python program that can identify and list all the connected … Read more
💡 Problem Formulation: Given a graph represented possibly as an adjacency list or an adjacency matrix and a starting node, the task is to find all nodes reachable from the stated node using Breadth-First Search (BFS). For example, if our input graph is {‘A’: [‘B’, ‘C’], ‘B’: [‘D’, ‘E’], ‘C’: [‘F’], ‘D’: [], ‘E’: [], … Read more
💡 Problem Formulation: You need to traverse a tree data structure in Python and display its nodes in a level-by-level order. This technique, known as Breadth-First Search (BFS), requires an algorithm that visits all the nodes of a tree horizontally before moving to the next level. Our goal is to provide code examples that accomplish … Read more
💡 Problem Formulation: When working with binary trees in Python, a common task is to compute the sum of all the node values. The problem statement is straightforward: given the root of a binary tree, return the sum of the nodes’ values. For instance, a binary tree with nodes 1, 2, and 3 should return … Read more
5 Best Ways to Permute a Given String Using Python’s Inbuilt Functions 💡 Problem Formulation: We aim to find all possible permutations of a given string using Python’s inbuilt functions. For instance, given the input string “ABC”, we desire to output a collection that includes “ABC”, “ACB”, “BAC”, “BCA”, “CAB”, and “CBA”. This common task … Read more
💡 Problem Formulation: Imagine you’re given three different digits, for instance, 1, 2, and 3. Your challenge is to write a Python program that takes these digits as input and prints all possible combinations of these digits in a sequence. For our example digits, the output should include combinations like 123, 132, 213, 231, 312, … Read more
💡 Problem Formulation: We aim to design a Python program that generates all possible permutations of a given string in a lexicographic (or dictionary) order using recursion. For example, given the input string ‘ABC’, the desired output would be ‘ABC’, ‘ACB’, ‘BAC’, ‘BCA’, ‘CAB’, and ‘CBA’. Method 1: Define a Recursive Function to Handle Permutation … Read more
💡 Problem Formulation: In binary tree data structures, each node may have up to two children. This article addresses the task of traversing a binary tree with Python to print the values of the nodes located in the left subtree. For example, given a binary tree with the root node value 10, left child node … Read more