Learn · NPTEL

Course11110503940 lectures

Optimization

Prof. A. Goswami and Dr. Debjani Chakraborty · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Optimization - Introduction

  1. Optimization - Introduction Video

Formulation of LPP

  1. Formulation of LPP Video

Geometry of LPP and Graphical Solution of LPP

  1. Geometry of LPP and Graphical Solution of LPP Video

Solution of LPP : Simplex Method

  1. Solution of LPP : Simplex Method Video

Big - M Method

  1. Big - M Method Video

Two - Phase Method

  1. Two - Phase Method Video

Special Cases in Simple Applications

  1. Special Cases in Simple Applications Video

Introduction to Duality Theory

  1. Introduction to Duality Theory Video

Dual Simplex Method

  1. Dual Simplex Method Video

Post Optimaility Analysis

  1. Post Optimaility Analysis Video

Integer Programming - I

  1. Integer Programming - I Video

Integer Programming - II

  1. Integer Programming - II Video

Introduction to Transportation Problems

  1. Introduction to Transportation Problems Video

Solving Various types of Transportation Problems

  1. Solving Various types of Transportation Problems Video

Assignment Problems

  1. Assignment Problems Video

Project Management

  1. Project Management Video

Critical Path Analysis

  1. Critical Path Analysis Video

PERT

  1. PERT Video

Shortest Path Algorithm

  1. Shortest Path Algorithm Video

Travelling Salesman Problem

  1. Travelling Salesman Problem Video

Classical optimization techniques : Single variable optimization

  1. Classical optimization techniques : Single variable optimization Video

Unconstarined multivariable optimization

  1. Unconstarined multivariable optimization Video

Nonlinear programming with equality constraint

  1. Nonlinear programming with equality constraint Video

Nonlinear programming KKT conditions

  1. Nonlinear programming KKT conditions Video

Numerical optimization : Region elimination techniques

  1. Numerical optimization : Region elimination techniques Video
  2. Numerical optimization : Region elimination techniques (Contd.) Video

Fibonacci Method

  1. Fibonacci Method Video

Golden Section Methods

  1. Golden Section Methods Video

Interpolation Methods

  1. Interpolation Methods Video

Unconstarined optimization techniques : Direct search method

  1. Unconstarined optimization techniques : Direct search method Video

Unconstarined optimization techniques : Indirect search method

  1. Unconstarined optimization techniques : Indirect search method Video

Nonlinear programming : constrained optimization techniques

  1. Nonlinear programming : constrained optimization techniques Video

Interior and Exterior penulty Function Method

  1. Interior and Exterior penulty Function Method Video

Separable Programming Problem

  1. Separable Programming Problem Video

Introduction to Geometric Programming

  1. Introduction to Geometric Programming Video

Constrained Geometric Programming Problem

  1. Constrained Geometric Programming Problem Video

Dynamic Programming Problem

  1. Dynamic Programming Problem Video
  2. Dynamic Programming Problem (Contd.) Video

Multi Objective Decision Making

  1. Multi Objective Decision Making Video

Multi attribute decision making

  1. Multi attribute decision making Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Mathematics
Taught by
Prof. A. Goswami, Dr. Debjani Chakraborty
Level
Undergraduate
Language
English
Subjects
Mathematics
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
Who can watch
NPTEL gives no rating. Invisible Network shows it to Tweens profiles and older, judged from what the source says about it. How courses are placed