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Lecture Notes of Modeling and Simulation download pdf notes for CS and IT students
Pankaj Yadav

Lecture Notes of Modeling and Simulation download pdf notes for CS and IT students

Pankaj Yadav | 19-Jan-2016 |

Hi friends, here Pankaj Yadav uploaded notes for Modeling And Simulation with title Lecture Notes of Modeling and Simulation download pdf notes for CS and IT students. You can download this lecture notes, ebook by clicking on the below file name or icon.

Module I (10 Lectures)
Inventory Concept: The technique of Simulation. : 1 class
Major application areas, concept of a System. : 1 class
Environment. : 1 class
Continuous and discrete systems. : 1 class
Systems modeling, types of models. : 1 class
Progress of a Simulation Study. : 1 class
Monte Carlo Method. : 1 class
Comparison of Simulation and Analytical Methods. : 1 class
Numerical Computation Technique for discrete and continuous models. : 1 class
Continuous System Simulation. ;1 class
Module II (12 Lectures)
Probability Concepts in Simulation: 2 classes
Stochastic variables, Discrete and Continuous Probability Functions. 2 classes
Numerical evaluation of continuous probability functions, continuous uniformly distributed
random numbers. : 2 classes
Random Number Generators – Linear congruential Generator, Mid Square Method,
Multiplicative Congruential generator, rejection Method. : 2 classes
Testing of random Numbers. : 2 classes
Generation of Stochastic variants. : 1 class
Arrival Patterns Service times. : 1 class
Module III (10 Lectures)
Discrete System Simulation and GPSS: Discrete Events, Representation of Time, generation of
arrival patterns. : 2 classes
Fixed time step versus next event simulation, Simulation of a
Telephone System, Delayed calls . : 2 classes
Introduction to GPSS: Creating and moving transactions, queues. : 2 classes
Facilities and storages, gathering statistics, conditional transfers, program control statements,
priorities and parameters. : 2 classes
Standard numerical attributes, functions, gates, logic switches and tests, Variables, Select and
Count. : 2 classes
Module IV (10 Lectures)
Simulation Languages and Practical Systems : 1 class
Continuous and discrete systems languages, factors in the section of discrete systems simulation
language. ; 2 classes
Computer model of queuing, inventory and scheduling systems. : 2 classes
Design and Evaluation of simulation Experiments: Length of simulation runs, validation,
variance reduction techniques. : 2 classes
Experimental layout, analysis of simulation output,
Recent trends and developments. : 1 class

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