Course Code | CS 218 |
Course Name | Design and Analysis of Algorithms |
Offered to | UG/PG |
Pre-requisites | CS220 Data Structures and Algorithms |
Lecture | 3 |
Tutorial | 0 |
Practical | 0 |
Credit | 6 |
Reference | 1. Algorithms, S. Dasgupta, C. H. Papadimitriou, U. V. Vazirani, 2017. 2. Algorithm Design, J. Kleinberg, E. Tardos, 2013. Reference Texts: 1. Introduction to Algorithms, T. H. Cormen, C. E. Leiserson, R. Rivest, C. Stein, 2010. |
Description | Objective: The course aims to train students in a few standard approaches to the design and analysis of algorithms for a variety of problems arising in computer science and its applications. It also equips students with a suite of programs/algorithms which may be adapted to various situations. Contents: • Asymptotic analysis of algorithms • Basic bit-wise computations and their analysis • Number theoretic algorithms such as the GCD and modulo computations • Introduction to graph algorithms • Algorithm design strategies such as Greedy, Divide and Conquer, and Dynamic programming • Examples of modelling of real-life problems from application areas. |