'Nonlinear programming : constrained optimization techniques' Video Lecture

Nonlinear programming : constrained optimization techniques

  • Course: Optimization
  • Discipline: Mathematics
  • Faculty: Prof. A. Goswami, Dr. Debjani Chakraborty
  • Institute: IIT Kharagpur

    • Nonlinear programming : constrained optimization techniques - Click on the Video Link shown below to play the video on Youtube. Browse through Optimization (Mathematics) Video Lectures by Prof. A. Goswami, Dr. Debjani Chakraborty from IIT Kharagpur through NPTEL.

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    Course Video 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 - I Integer Programming - II Introduction to Transportation Problems Solving Various types of Transportation Probl.. Assignment Problems Project Management Critical Path Analysis PERT Shortest Path Algorithm Travelling Salesman Problem Classical optimization techniques : Single va.. Unconstarined multivariable optimization Nonlinear programming with equality constrain.. Nonlinear programming KKT conditions Numerical optimization : Region elimination t.. Numerical optimization : Region elimination t.. Fibonacci Method Golden Section Methods Interpolation Methods Unconstarined optimization techniques : Direc.. Unconstarined optimization techniques : Indir.. Nonlinear programming : constrained optimizat.. Interior and Exterior penulty Function Method Separable Programming Problem Introduction to Geometric Programming Constrained Geometric Programming Problem Dynamic Programming Problem Dynamic Programming Problem (Contd.) Multi Objective Decision Making Multi attribute decision making
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