SIMULATION AND MODELLING PDF VSSUT – S&M PDF VSSUT of Total Complete Notes
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Module – 1
Prerequisite: Familiarity with Linear Algebra, Probability and Statistics,
Discrete and continuous system,System Environment ,Exogenous and Endogenous System ,
Deterministic and Stochastic System,Types of Models,Principles used in modelling ,
Definition of Simulation and Application areas,Monte-Carlo technique of Simulation ,
Comparison of simulation and analytical methods,Numerical Computation Technique ,
Discrete structures, graph theory Object-oriented design and programming.
Module – 2
Inventory Concept: The technique of Simulation, Major application areas,
concept of a System, Environment, Continuous and discrete systems, systems modeling types of
models progress of a Simulation Study,
Monte Carlo Method, Comparison of Simulation and Analytical Methods,
Numerical Computation Technique for discrete and continuous models,
Continuous System Simulation.
Module – 3
Discrete System Simulation and GPSS: Discrete Events, Representation of Time,
generation of arrival patterns, fixed time step versus next event simulation,
Simulation of a Telephone System, delayed calls. Introduction to GPSS,
Creating and moving transactions, queues, facilities and storages, gathering statistics,
conditional transfers,program control statements, priorities and parameters, standard numerical attributes,
functions, gates, logic switches and tests, Variables, Select and Count.
Module – 4
Simulation Languages and Practical Systems: Continuous and discrete systems
factors in the section of discrete systems simulation language,
Computer model of queuing, inventory and scheduling systems,
Design and Evaluation of simulation Experiments: Length of simulation runs, validation,
variance reduction techniques, experimental layout, analysis of simulation output,
Recent trends and developments.
1. Geoffrey Gordon, System Simulation,2/E, PHI Learning.
2. Narsingh Deo, System Simulation with Digital Computer, 2007, PHI Learning.
1. Jerry Banks, John S. Carson II, Barry L. Nelson, David M. Nicol, P. Shahabudeen,
Discrete-Event System Simulation, Fourth Edition, Pearson Publication.