| S.No. |
Lecture Schedule |
Day |
Topic |
Link |
| 1 |
04-Jan-19 |
Friday |
Introduction to NIC, Introduction to Optimization, its Mathematical Representation |
Lecture1 |
| 2 |
09-Jan-19 |
Wednesday |
About Deterministic Algorithms, Stochastic Algorithm, Heuristic Algorithm, Metaheuristic Algorithm |
Lecture2 |
| 3 |
10-Jan-19 |
Thursday |
Metaheuristic Algorithm, Newton Raphson |
Lecture3 |
| 4 |
11-Jan-19 |
Friday |
Evolutionary Algorithm |
Lecture4 |
| 5 |
16-Jan-19 |
Wednesday |
Genetic Algorithm |
Lecture5 |
| 6 |
17-Jan-19 |
Thursday |
Genetic Algorithm |
Lecture6 (same Lecture 5) |
| 7 |
18-Jan-19 |
Friday |
GA-Example Problems, Assignment-01 |
Lecture7 GA sample Problem Question
Some more GA prob |
| 8 |
23-Jan-19 |
Wednesday |
Genetic Algorithm: Encoding Techniques |
Lecture8 |
| 9 |
24-Jan-19 |
Thursday |
GA Selection Techniques- Roulette wheel, Rank Based, and canonical selection |
|
| 10 |
25-Jan-19 |
Friday |
Genetic Algorithm: Crossover Techniques, Mutation Techniques |
|
| 11 |
30-Jan-19 |
Wednesday |
GA vs Differential Evolution |
|
| 12 |
31-Jan-19 |
Thursday |
Differential Evolution |
|
| 13 |
01-Feb-19 |
Friday |
Differential Evolution: Crossover and Mutation Techniques |
|
| 14 |
06-Feb-19 |
Wednesday |
Differential Evolution: Algorithm and Problems |
|
| 15 |
07-Feb-19 |
Thursday |
GA Problem and practice session |
Lecture15 Sample Problems with solution |
| 16 |
08-Feb-19 |
Friday |
GA Problem and practice session |
Lecture16 Sample Problems with solution |
|
13-Feb-19 |
Wednesday |
T1 Exam |
16 Lectures |
|
14-Feb-19 |
Thursday |
T1 Exam |
|
|
15-Feb-19 |
Friday |
T1 Exam |
|
| 17 |
20-Feb-19 |
Wednesday |
Particle Swarm Optimization |
Lecture 17 |
| 18 |
21-Feb-19 |
Thursday |
Particle Swarm Optimization |
|
| 19 |
22-Feb-19 |
Friday |
PSO Sample problem solve |
Lecture 19 |
| 20 |
27-Feb-19 |
Wednesday |
Binary Particle Swarm Optimization (BPSO) |
|
| 21 |
28-Feb-19 |
Thursday |
Binary Particle Swarm Optimization (BPSO) |
|
| 22 |
01-Mar-19 |
Friday |
PSO-Programming |
|
| 23 |
06-Mar-19 |
Wednesday |
Ant Colony Optimization (ACO) |
|
| 24 |
07-Mar-19 |
Thursday |
Ant Colony Optimization (ACO) |
|
| 25 |
08-Mar-19 |
Friday |
ACO Sample Problem |
|
| 26 |
13-Mar-19 |
Wednesday |
Class Assignment |
|
| 27 |
14-Mar-19 |
Thursday |
Artificial Bee Colony (ABC) |
|
| 28 |
15-Mar-19 |
Friday |
Artificial Bee Colony (ABC) |
|
|
20-Mar-19 |
Wednesday |
Holi Vacation |
|
|
21-Mar-19 |
Thursday |
Holi Vacation |
|
|
22-Mar-19 |
Friday |
Holi Vacation |
|
| 29 |
27-Mar-19 |
Wednesday |
ABC Sample Problem |
|
| 30 |
28-Mar-19 |
Thursday |
Practice Class |
|
| 31 |
29-Mar-19 |
Friday |
Problem Discussion Class |
|
|
03-Apr-19 |
Wednesday |
T2 Exam |
15 Lectures |
|
04-Apr-19 |
Thursday |
T2 Exam |
|
|
05-Apr-19 |
Friday |
T2 Exam |
|
| 32 |
10-Apr-19 |
Wednesday |
NIC T2 Answer Script Show |
|
| 33 |
11-Apr-19 |
Thursday |
T2 Question Paper Solution discussion |
|
| 34 |
12-Apr-19 |
Friday |
Cuckoo Hashing |
|
| 35 |
17-Apr-19 |
Wednesday |
Cuckoo Search Algorithm |
|
| 36 |
18-Apr-19 |
Thursday |
Cuckoo Search Algorithm- Example Problem |
|
| 37 |
19-Apr-19 |
Friday |
Cuckoo serach- Sphere Function |
|
| 38 |
24-Apr-19 |
Wednesday |
Firefly Algorithm |
|
| 39 |
25-Apr-19 |
Thursday |
Firefly Algorithm- Example Problem |
|
| 40 |
26-Apr-19 |
Friday |
Firefly Algorithm- Job Scheduling Problem |
|
| 41 |
01-May-19 |
Wednesday |
Gravitational Search Algorithm (GSA) |
|
| 42 |
02-May-19 |
Thursday |
Gravitational Search Algorithm (GSA)- Example Problem |
|
| 43 |
03-May-19 |
Friday |
GSA- Rosenbrook Function |
|
| 44 |
08-May-19 |
Wednesday |
Social Spider Optimization |
|
| 45 |
09-May-19 |
Thursday |
Social Spider Optimization – Example Problems |
|
| 46 |
10-May-19 |
Friday |
Practice session |
|
|
|
|
|
15 Lectures |
|
|
|
|
|
|
|
|
Total |
46 Lectures |
Dr. Anuja Arora 