# playlist of the 40 videos (click the up-left corner of the video)
source: nptelhrd 2014年6月10日
Mathematics - Optimization by Prof. A. Goswami & Dr. Debjani Chakraborty, Department of Mathematics, IIT Kharagpur. For more details on NPTEL visit http://nptel.ac.in
01 Optimization - Introduction 1:00:59
02 Formulation of LPP 59:00
03 Geometry of LPP and Graphical Solution of LPP 57:43
04 Solution of LPP : Simplex Method 1:01:18
05 Big - M Method 58:25
06 Two - Phase Method 56:42
07 Special Cases in Simple Applications 56:52
08 Introduction to Duality Theory 59:36
09 Dual Simplex Method 58:33
10 Post Optimaility Analysis 58:38
11 Integer Programming - I 59:48
12 Integer Programming - II 57:46
13 Introduction to Transportation Problems 57:54
14 Solving Various types of Transportation Problems 57:38
15 Assignment Problems 58:31
16 Project Management 55:27
17 Critical Path Analysis 56:22
18 PERT 59:13
19 Shortest Path Algorithm 1:01:41
20 Travelling Salesman Problem 1:02:38
21 Classical optimization techniques : Single variable optimization 49:03
22 Unconstrained multivariable optimization 58:55
23 Nonlinear programming with equality constraint 1:04:01
24 Nonlinear programming KKT conditions 1:03:24
25 Numerical optimization : Region elimination techniques 54:44
26 Numerical optimization : Region elimination techniques (Contd.) 57:02
27 Fibonacci Method 56:55
28 Golden Section Methods 52:53
29 Interpolation Methods 49:01
30 Unconstarined optimization techniques : Direct search method 59:36
31 Unconstarined optimization techniques : Indirect search method 53:37
32 Nonlinear programming : constrained optimization techniques 59:59
33 Interior and Exterior penulty Function Method 53:32
34 Separable Programming Problem 59:37
40 Multi attribute decision making 57:39
35 Introduction to Geometric Programming 51:03
36 Constrained Geometric Programming Problem 49:27
37 Dynamic Programming Problem 1:03:21
38 Dynamic Programming Problem (Contd.) 1:00:01
39 Multi Objective Decision Making 55:44
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