BA6050-SIMULATION AND MODELLING |
INTRODUCTION
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Systems, Modeling, General Systems Theory, Concept of Simulation, Simulation as a
Decision Making Tool, Types of Simulation.
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RANDOM NUMBERS
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Pseudo Random Numbers, Methods of Generating Random Variates, Discrete and
Continuous Distributions, Testing Of Random Numbers.
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DESIGN OF SIMULATION EXPERIMENTS
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Problem Formulation, Data Collection And Reduction, Time Flow Mechanism, Key
Variables, Logic Flow Chart, Starting Condition, Run Size, Experimental Design
Consideration, output Analysis and Interpretation Validation.
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SIMULATION LANGUAGES
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Simulation Languages – Study of GPSS and Applications.
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CASE STUDIES/MINI PROJECT
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Development of Simulation Models using the Simulation Language Studied for Systems –
Queuing Systems, Production Systems, Inventory Systems, Maintenance and Replacement
Systems, Investment Analysis and Network. |
Text Books
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1. Jerry Banks and John S.Carson, Barry L Nelson, David M.Nicol, Discrete Event
System Simulation, Prentice Hall, India, 2002.
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Reference Books
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1. Geoffrey Gordan, System Simulation, 2nd edition PHI, 2008.
2. Shannon, R.E. Systems simulation, The Art and Science, PHI, 1975.
3. Thomas J.Schriber, Simulation using GPSS, John Wiley, 1991.
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