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Modeling and Simulation PDF VSSUT – MS PDF VSSUT of Total Complete Notes
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Module – 1
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,
To give an overview of the course (Modeling & simulation),Define important terminologies,
Comparison of Simulation and Analytical Methods,Numerical Computation Technique for discrete and continuous models,Classify systems/models,
Continuous System Simulation.
Module – 2
Probability Concepts in Simulation,Stochastic variables, Discrete and Continuous Probability Functions,Random variate,
Numerical evaluation of continuous probability functions, continuous uniformly distributed
random numbers,Chi-squared test for variance in a normal population,
Chi-squared test for independence and homogeneity in tables,The Kolmogorov-Smirnov Test,
Random Number Generators – Linear congruential Generator, Mid Square Method,
Multiplicative Congruential generator, rejection Method,Testing of random Numbers,
Generation of Stochastic variants,Arrival Patterns Service times.
Module – 3
Discrete System Simulation and GPSS: Discrete Events, Representation of Time, generation of
Fixed time step versus next event simulation, Simulation of a
Telephone System, Delayed calls,A model used in discrete system simulation has a number of numbers to represent the state of a system,
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
Module – 4
Simulation Languages and Practical Systems,
Continuous and discrete systems languages, factors in the section of discrete systems simulation
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. System Simulation – Geoffrey Gordon, 2nd Edition, PHI
2. System Simulation with Digital computer – Narsingh Deo, PHI.
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