Learn basic concepts of LPP, Queuing Theory and Simulation in Operations Research
What you'll learn
Assignment Model
Transportation Model
Monte Carlo Method of Simulation
Queuing Theory
Duality in LPP
Converting Primal to Standard Form
Dual Simplex Method
Requirements
Basic Mathematics
Basic Knowledge of Management subjects
Description
This course is the second part of the lecture series of Operations Research course. It takes you through various topics like Assignment Model, Transportation Model, Monte Carlo Method of Simulation, Queuing Theory, Duality in LPP, Converting Primal to Standard Form and Dual Simplex Method. Various numerical are solved to explain the concepts and their applications. Basic Mathematics and Basic Knowledge of Management subjects are the requirement for understanding of this subject.We start with Assignment Model theory and then take up numericals on six types namely, minimization, iterative, maximization, unbalanced, restriction on assignment and Travelling Salesman Problem.Further, we move to the concept of Transportation Model and then discuss about Northwest Corner Cell Method, Least Cost Cell Method and Vogel's Approximation Method(VAM). The solution further optimised using Modified Distribution(MODI) Method. Numericals are taken up on all the above topics.Third section deals with Monte Carlo Method of Simulation. Numericals are solved for the same. Fourth section discusses about the theory and numericals on Queuing Theory. Duality in LPP is explained in the fifth section along with numericals.Sixth section explains the theory and numericals are solved on the topic of Converting Primal to Standard Form.Lastly Dual Simplex Method is discussed in theory and numericals form.Happy Learning!
Overview
Section 1: Assignment Model
Lecture 1 Assignment Model in OR
Lecture 2 Numerical-I Minimization Problem
Lecture 3 Numerical-II Iterative Problem
Lecture 4 Numerical-III Maximization Problem
Lecture 5 Numerical-IV Unbalanced Problem
Lecture 6 Numerical-V Unbalanced Problem
Lecture 7 Numerical-VI Restriction on Assignment
Lecture 8 Numerical-VII Travelling Salesman Problem
Lecture 9 Numerical-VIII Travelling Salesman Problem
Section 2: Transportation Model
Lecture 10 Transportation Model in OR
Lecture 11 Numerical-I Northwest Corner Cell Method
Lecture 12 Numerical-I Least Cost Cell Method
Lecture 13 Numerical-I Vogel's Approximation Method(VAM)
Lecture 14 Numerical-I MODI/U-V Method
Lecture 15 Numerical-II
Section 3: Simulation-Monte Carlo Method
Lecture 16 What is Monte Carlo Method of Simulation?
Lecture 17 Numerical-I
Lecture 18 Numerical-II
Lecture 19 Numerical-III
Lecture 20 Numerical-IV
Section 4: Queuing Theory in OR
Lecture 21 Queuing Theory in OR
Lecture 22 Numerical-I
Lecture 23 Numerical-II
Lecture 24 Numerical-III
Section 5: Duality in LPP
Lecture 25 Duality in LPP-Theory
Lecture 26 Numericals Set-I
Lecture 27 Numericals Set-II
Section 6: Converting Primal to Standard Form
Lecture 28 Numericals
Section 7: Dual Simplex Method
Lecture 29 Dual Simplex Method
Lecture 30 Numerical-I
Lecture 31 Numerical-II
B.E./BTech Students,MBA Students,Practising Engineers,Post Graduate Students i.e. M.E./MTech
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