# Optimization

- Institution: IIT Kharagpur
- Department: Mathematics
- Taught by: Prof. A. Goswami, Dr. Debjani Chakraborty
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111105039)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111105039)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Optimization - Introduction](https://invisiblenetwork.ai/learn/nptel/111105039/dd64f89124e6) (Video)
2. [Formulation of LPP](https://invisiblenetwork.ai/learn/nptel/111105039/edc05db0be58) (Video)
3. [Geometry of LPP and Graphical Solution of LPP](https://invisiblenetwork.ai/learn/nptel/111105039/a0b1f8ea73ab) (Video)
4. [Solution of LPP : Simplex Method](https://invisiblenetwork.ai/learn/nptel/111105039/6b57eccafc7e) (Video)
5. [Big - M Method](https://invisiblenetwork.ai/learn/nptel/111105039/c1c9bc1f4053) (Video)
6. [Two - Phase Method](https://invisiblenetwork.ai/learn/nptel/111105039/b265c7158719) (Video)
7. [Special Cases in Simple Applications](https://invisiblenetwork.ai/learn/nptel/111105039/8bf2e3d49c41) (Video)
8. [Introduction to Duality Theory](https://invisiblenetwork.ai/learn/nptel/111105039/18200df3f8d9) (Video)
9. [Dual Simplex Method](https://invisiblenetwork.ai/learn/nptel/111105039/057dda81665f) (Video)
10. [Post Optimaility Analysis](https://invisiblenetwork.ai/learn/nptel/111105039/305ff1cd9391) (Video)
11. [Integer Programming - I](https://invisiblenetwork.ai/learn/nptel/111105039/482a451aa4c4) (Video)
12. [Integer Programming - II](https://invisiblenetwork.ai/learn/nptel/111105039/b69c93f0a00c) (Video)
13. [Introduction to Transportation Problems](https://invisiblenetwork.ai/learn/nptel/111105039/e8b63b57ae7d) (Video)
14. [Solving Various types of Transportation Problems](https://invisiblenetwork.ai/learn/nptel/111105039/0174fb8c2854) (Video)
15. [Assignment Problems](https://invisiblenetwork.ai/learn/nptel/111105039/7420417e189e) (Video)
16. [Project Management](https://invisiblenetwork.ai/learn/nptel/111105039/a6156aeb26ad) (Video)
17. [Critical Path Analysis](https://invisiblenetwork.ai/learn/nptel/111105039/a9678c344f4f) (Video)
18. [PERT](https://invisiblenetwork.ai/learn/nptel/111105039/f53717093f28) (Video)
19. [Shortest Path Algorithm](https://invisiblenetwork.ai/learn/nptel/111105039/2af2f994b133) (Video)
20. [Travelling Salesman Problem](https://invisiblenetwork.ai/learn/nptel/111105039/41d1d354e288) (Video)
21. [Classical optimization techniques : Single variable optimization](https://invisiblenetwork.ai/learn/nptel/111105039/2f6d7fdb43d7) (Video)
22. [Unconstarined multivariable optimization](https://invisiblenetwork.ai/learn/nptel/111105039/0e8e1f4712b2) (Video)
23. [Nonlinear programming with equality constraint](https://invisiblenetwork.ai/learn/nptel/111105039/74e64bc846af) (Video)
24. [Nonlinear programming KKT conditions](https://invisiblenetwork.ai/learn/nptel/111105039/af9c5fd8d907) (Video)
25. [Numerical optimization : Region elimination techniques](https://invisiblenetwork.ai/learn/nptel/111105039/30fb84f836b9) (Video)
26. [Numerical optimization : Region elimination techniques (Contd.)](https://invisiblenetwork.ai/learn/nptel/111105039/a01c18de7198) (Video)
27. [Fibonacci Method](https://invisiblenetwork.ai/learn/nptel/111105039/35b0f1ffe578) (Video)
28. [Golden Section Methods](https://invisiblenetwork.ai/learn/nptel/111105039/0f55baedc20c) (Video)
29. [Interpolation Methods](https://invisiblenetwork.ai/learn/nptel/111105039/e17254130d5f) (Video)
30. [Unconstarined optimization techniques : Direct search method](https://invisiblenetwork.ai/learn/nptel/111105039/208e6140af07) (Video)
31. [Unconstarined optimization techniques : Indirect search method](https://invisiblenetwork.ai/learn/nptel/111105039/6298df7ba152) (Video)
32. [Nonlinear programming : constrained optimization techniques](https://invisiblenetwork.ai/learn/nptel/111105039/1d9189231b6e) (Video)
33. [Interior and Exterior penulty Function Method](https://invisiblenetwork.ai/learn/nptel/111105039/84f8d2bfcdd6) (Video)
34. [Separable Programming Problem](https://invisiblenetwork.ai/learn/nptel/111105039/d8aa063b2d63) (Video)
35. [Introduction to Geometric Programming](https://invisiblenetwork.ai/learn/nptel/111105039/33dd0c3b3df1) (Video)
36. [Constrained Geometric Programming Problem](https://invisiblenetwork.ai/learn/nptel/111105039/b54bda76f332) (Video)
37. [Dynamic Programming Problem](https://invisiblenetwork.ai/learn/nptel/111105039/3f32780228e4) (Video)
38. [Dynamic Programming Problem (Contd.)](https://invisiblenetwork.ai/learn/nptel/111105039/61ebacdedb65) (Video)
39. [Multi Objective Decision Making](https://invisiblenetwork.ai/learn/nptel/111105039/4b9571cd7bc8) (Video)
40. [Multi attribute decision making](https://invisiblenetwork.ai/learn/nptel/111105039/5a9cd5e0dd4f) (Video)