Optimization

By
Goswami, A. ; Chakraborty, D. (Debjani)
(2014-06)

Modules / Lectures : 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 ; 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 ;

Published by:

National Programme on Technology Enhanced Learning (NPTEL)

DOER Persistent Identifier: http://doer.col.org/handle/123456789/5416
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