IIT Kharagpur, , Prof. A. Goswami
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Updated On 02 Feb, 19
Optimization - Introduction - Formulation of LPP - Geometry of LPP and Graphical Solution of LPP - Solution of LPP : Simplex Method - Big - M Method - Two - Phase Method - Special Cases in Simple Applications - Introduction to Duality Theory - Dual Simplex Method - Post Optimaility Analysis - Integer Programming - Introduction to Transportation Problems - Solving Various types of Transportation Problems - Assignment Problems - Project Management - Critical Path Analysis - PERT - Shortest Path Algorithm - Travelling Salesman Problem - Classical optimization techniques : Single variable optimization
Unconstarined multivariable optimization - Nonlinear programming with equality constraint - Nonlinear programming KKT conditions - Numerical optimization : Region elimination techniques - Fibonacci Method - Golden Section Methods - Interpolation Methods - Unconstarined optimization techniques : Direct search method - Unconstarined optimization techniques : Indirect search method - Nonlinear programming : constrained optimization techniques - Interior and Exterior penulty Function Method - Separable Programming Problem - Introduction to Geometric Programming - Constrained Geometric Programming Problem - Dynamic Programming Problem - Multi Objective Decision Making - Multi attribute decision making
4.1 ( 11 )
Optimization by Prof. A. Goswami & Dr. Debjani Chakraborty,Department of Mathematics,IIT Kharagpur.For more details on NPTEL visit httpnptel.ac.in
Sep 12, 2018
Excellent course helped me understand topic that i couldn't while attendinfg my college.
March 29, 2019
Great course. Thank you very much.