Strategic Allocation of Resources Using Linear Programming Model with Parametric Analysis

by Dinesh Gupta

Master's Thesis from the year 2013 in the subject Engineering - Industrial Engineering and Management, Good, LMU Munich (Dr. B R Ambedkar National Institute of Technology, Jalandhar), Industrial Engg., English, Since the late 1940s, linear programming models have been used for many different purposes. Airline companies apply these models to optimize their use of planes and staff. NASA has been using them for many years to optimize their use of limited resources. Oil companies use them to optimize their refinery operations. Small and medium-sized businesses use linear programming to solve a huge variety of problems, often involving resource allocation. In my study, a typical product-mix problem in a manufacturing system producing two products (each product consists of two sub-assemblies) is solved for its optimal solution through the use of the latest versions of MATLAB having the command simlp, which is very much like linprog. As analysts, we try to find a good enough solution for the decision maker to make a final decision. Our attempt is to give the mathematical description of the product-mix optimization problem and bring the problem into a form ready to call MATLAB's simlp command. The objective of this paper is to find the best product mix that maximizes profit. The graph obtained using MATLAB commands, give the shaded area enclosed by the constraints called the feasible region, which is the set of points satisfying all the constraints. To find the optimal solution we look at the lines of equal profit to find the corner of the feasible region which yield the highest profit. This corner can be found out at the farthest line of equal profit which still touches the feasible region. The most critical part is the sensitivity analysis using Excel Solver and Parametric Analysis using computer software which allows us to study the effect on optimal solution due to discrete and continuous change in parameters of the LP model including

76 pages, Paperback

First published April 7, 2014

About the author

I am Dinesh Gupta Author of 2 Hindi Poetry Books:

Meri Aankhon Men Muhabbat Ke Manzar Hain
Jo Kucch Bhi Tha Darmiyaan

Books are published by Diamond Pocket Book, New Delhi and doing well all over.

I am coming up with my third Book "Kaise Chand Lafzon Men Saara Pyar Likhun" Releasing this November

My Poetry, Book Reviews and Interviews has been featured in several reputed online and offline magazines.

You can see some of my creation here.

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