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AKTU Industrial Optimization Techniques (MKOE096) Syllabus PDF – M.Tech Integrated (CSE) 5th Year
Industrial Optimization Techniques MKOE096
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Official AKTU syllabus of Industrial Optimization Techniques (MKOE096) for M.Tech Integrated (CSE) 5th Year – 3 credits, L-T-P 3-0-0. Read the unit-wise course content, course outcomes, evaluation pattern and recommended books online, or download the PDF.
Syllabus — Industrial Optimization Techniques
Download PDFMKOE096 · 3 credits · L-T-P 3-0-0
Course Content
L-T-P: 3-0-0
| Unit | Topic | Proposed Lecture |
|---|---|---|
| I | I Linear Programming: Historical development of optimization, engineering application of optimization, formulation of design problems as a mathematical programing problem. Graphical method of solution, Simplex method, Dual Simplex method and its application in engineering. Transportation and Assignment: Introduction, Mathematical formulations, optimal solution of transportation model. Assignment problems: mathematical formulation, solution of Assignment models (Hungarian method), variation of the Assignment problem, the travelling salesman problem and their application in Engineering | 08 |
| II | Sequencing and Network Analysis: Introduction of sequencing, General assumptions, n Jobs through 2 machines, n jobs through 3 machines, n jobs through m machines, 2 jobs through m machines and their applications in Engineering. Network Analysis: Introduction, Network logic (Network or arrow diagram), Rules for drawing network diagrams, time analysis, forward and backward computation CPM and PERT, and their applications in Engineering. | 08 |
| III | Theory of Games and Queueing Models: Introduction, 2 person zero sum games, Maximin and minimax principle, game with saddle point and without saddle point, Principle of dominance, Rectangular games, graphical solution of 2xn or mx2 games. Queuing model: Introduction, Application of Queuing model, generalized Poisson queuing model, single server models and multiple channel Queuing modeland their applications in Engineering. | 08 |
| IV | Dynamic Programming and Simulation: Introduction Formulation of Dynamic Programming Problem, Dynamic Programming Algorithm, Forward recursions, Capital Budgeting Problem, Cargo-loading Problem. Solution of LPP by DPP Simulation: Introduction, definition and types of simulation, need for Simulation advantage and disadvantage, application of simulation, simulation procedure, Monte Carlo simulation and their applications in Engineering | 08 |
| V | Inventory Control and Replacement Models: Introduction, types of inventories, Inventory cost, Deterministic and probabilistic (nondeterministic) inventory models and their application in engineering. Replacement models: Introduction, definition, Replacement of items that deteriorate, Replacement of items that fail suddenly, Equipment Renewal Problem, Individual and Group Replacement policies & their applications in Engineering | 08 |
Text Books
- Singiresu S. Rao., “Engineering Optimization: Theory and Practice”. New Age International, New Delhi, 2013.
- R. Panneerselvam., “Operations Research”, Prentice- Hall of India, New Delhi, 2016.
- Eliezer Naddor., “Inventory Systems”. John Wiley & Sons, Inc. New York, 1966.
Reference Books
- H.A. Taha, “Operations Research: An Introduction”, Macmillan Publishing Company, Inc., New York, 2019.
- K. Swarup, P.K. Gupta, M. Mohan, “Operations Research”, Sultan Chand and Sons, New Delhi, 2014.
- P.K. Gupta, D.S. Hira, “Operations Research” – An Introduction, S. Chand & Company Limited, New Delhi, 2015.
- S.S. Rao, “Optimization Theory and Applications”, Wiley Eastern Ltd., New Delhi, 1980.
- J.K. Sharma, “Operations Research: Theory and Applications”, Mac Millan India, 2012.
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