Optimization Video Lectures

Optimization
'Optimization' Video Lectures by Prof. A. Goswami, Dr. Debjani Chakraborty from IIT Kharagpur
"Optimization" - Video Lectures
1. Optimization - Introduction
2. Formulation of LPP
3. Geometry of LPP and Graphical Solution of LPP
4. Solution of LPP : Simplex Method
5. Big - M Method
6. Two - Phase Method
7. Special Cases in Simple Applications
8. Introduction to Duality Theory
9. Dual Simplex Method
10. Post Optimaility Analysis
11. Integer Programming - I
12. Integer Programming - II
13. Introduction to Transportation Problems
14. Solving Various types of Transportation Problems
15. Assignment Problems
16. Project Management
17. Critical Path Analysis
18. PERT
19. Shortest Path Algorithm
20. Travelling Salesman Problem
21. Classical optimization techniques : Single variable optimization
22. Unconstarined multivariable optimization
23. Nonlinear programming with equality constraint
24. Nonlinear programming KKT conditions
25. Numerical optimization : Region elimination techniques
26. Numerical optimization : Region elimination techniques (Contd.)
27. Fibonacci Method
28. Golden Section Methods
29. Interpolation Methods
30. Unconstarined optimization techniques : Direct search method
31. Unconstarined optimization techniques : Indirect search method
32. Nonlinear programming : constrained optimization techniques
33. Interior and Exterior penulty Function Method
34. Separable Programming Problem
35. Introduction to Geometric Programming
36. Constrained Geometric Programming Problem
37. Dynamic Programming Problem
38. Dynamic Programming Problem (Contd.)
39. Multi Objective Decision Making
40. Multi attribute decision making
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