Beyond Code: The Science of Algorithm Design

  Introduction                 In today's digital era, every application from social media platforms and search engines to banking systems and artificial intelligence relies on algorithms. An algorithm is a well-defined sequence of steps used to solve a problem or perform a computation. However, writing an algorithm that simply works is not enough. It should also be efficient, scalable, and capable of handling large volumes of data. This is where Design and Analysis of Algorithms (DAA) becomes essential. Design and Analysis of Algorithms is a core subject in computer science that focuses on creating efficient algorithms and evaluating their performance in terms of execution time and memory usage. It provides developers and researchers with systematic techniques to solve complex computational problems effectively. What is Algorithm Design? Algorithm design is the process of developing a step-by-step solution for a computational problem....