Fall 2026: Design and Analysis of Algorithms

Logistics

• Class Timings: Mondays, Tuesdays, and Thursdays 9:30 am - 10:30 am
• Classroom: (R-43)
• Lab Timings: Fridays 8:30 am - 10:30 am
• Labs: Computer Lab 4 (CL-3)

Course Overview

• As per the Delhi University Course Syllabus/Guidelines

Lectures

Lecture	Topic	Lecture Slides	Readings
Unit-1	Searching, Sorting, Selection, Divide and Conquer:	[unit1.pdf]	Chapter 2,4,6,7,8,9 (R1)
Unit 2	Graphs and Greedy algorithms:	[unit2.pdf]	Chapter 3, 4 (R2) & 15(R1)
Unit 3	Dynamic Programming:	[unit3.pdf]	Chapter 6 (R2)
Unit 4	Hash Functions, Collision resolution schemes:	[unit4.pdf]	Chapter 11 (R1)

Assignments and Tests

Class Assignments

• Assignment No. 1,
• Assignment No. 2,

Tests and Quizzes

• Test 1 :
• Test 2 :

Labs

Instructions

• Please be on time to avoid the Attendance Penalty.
• Please put your mobile phone on Silent Mode.
• Each lab assignment needs to be submitted in the Google Classroom for evaluation(will be notified in the GC lab-wise, submit before the deadline).
• Turn off(shut down) your assigned computer and arrange the chair before you leave the lab.

Practicals LIst

1. Write a program to sort the elements of an array using Insertion Sort (The program should report the number of comparisons).
2. Write a program to sort the elements of an array using Merge Sort (The program should report the number of comparisons).
3. Write a program to sort the elements of an array using Heap Sort (The program should report the number of comparisons).
4. Write a program to sort the elements of an array using Quick Sort (The program should report the number of comparisons).
5. Write a program to multiply two matrices using the Strassen’s algorithm for matrix multiplication.
6. Write a program to sort the elements of an array using Count Sort.
7. Display the data stored in a given graph using the Breadth-First Search algorithm.
8. Display the data stored in a given graph using the Depth-First Search algorithm.
9. Write a program to determine a minimum spanning tree of a graph using the Prim’s algorithm.
10. Write a program to determine the shortest path from a given node s to the other nodes of a graph using the Dijkstra’s algorithm.
11. Write a program to solve the 0-1 knapsack problem using Dynamic Programming.

Resources

References:

• Text Book: Tan P.N., Steinbach M, Karpatne A. and Kumar V. Introduction to Data Mining, Second edition, Sixth Impression, Pearson, 2023.

Additional References:

1. Han J., Kamber M. and Pei J. Data Mining: Concepts and Techniques, 3rd edition, 2011, Morgan Kaufmann Publishers.
2. Zaki M. J. and Meira J. Jr. Data Mining and Machine Learning: Fundamental Concepts and Algorithms, 2nd edition, Cambridge University Press, 2020.
3. Aggarwal C. C. Data Mining: The Textbook, Springer, 2015
4. Insight into Data mining: Theory and Practice, Soman K. P., Diwakar Shyam, Ajay V., PHI 2006