Hi I would like to have the information about the syllabus as well as the details of the System Modelling and Simulation topic for VTU?

The information about the syllabus as well as the details of the System Modelling and Simulation topic for VTU has been provided below:

SYLLABUS

PART – A

UNIT – 1 8 Hours

Presentation: When reenactment is the suitable instrument and when it is not fitting;

Favorable circumstances and weaknesses of Simulation; Areas of use; Systems and framework environment; Components of a framework; Discrete and constant frameworks; Model of a framework; Sorts of Models; Discrete-Event System Simulation; Steps in a Simulation Study. The fundamentals of Spreadsheet recreation, Simulation illustration: Simulation of lining frameworks in a spreadsheet.

UNIT – 2 6 Hours

General Principles, Simulation Software: Concepts in Discrete-Event Simulation: The EventScheduling/Time-Advance Algorithm, World Views, Manual recreation Using Event Planning; List preparing. Recreation in Java; Simulation in GPSS

UNIT – 3 6 Hours

Measurable Models in Simulation: Review of phrasing and ideas; Useful factual models; discrete circulations; Continuous disseminations; Poisson process; Empirical dispersions.

UNIT – 4 6 Hours

Lining Models: Characteristics of lining frameworks; Queuing documentation; Long-run measures of execution of lining frameworks; Steady-state conduct of M/G/1 line; Networks of lines; Unpleasant cut displaying: An outline..

PART – B

UNIT – 5 8 Hours

Irregular Number Generation, Random-Variate Generation: Properties of arbitrary numbers; Era of pseudo-irregular numbers; Techniques for producing arbitrary numbers; Tests for Irregular Numbers Random-Variate Generation: Inverse change procedure; AcceptanceRejection method; Special properties.

UNIT – 6 Hours

Info Modeling : Data Collection; Identifying the conveyance with information; Parameter estimation; Integrity of Fit Tests; Fitting a non-stationary Poisson process; Selecting info models without information; Multivariate and Time-Series info models.

UNIT – 7 6 Hours

Estimation of Absolute Performance: Types of reproductions as for yield investigation; Stochastic nature of yield information; Absolute measures of execution and their estimation; Output investigation for ending reproductions; Output examination for enduring state reenactments.

UNIT – 8 6 Hours

Check, Calibration, and Validation; Optimization: Model building, confirmation and acceptance; Verification of reenactment models; Calibration and approval of models, streamlining
through Simulation

Course readings:

1. Jerry Banks, John S. Carson II, Barry L. Nelson, David M. Nicol: Discrete-Event System

Recreation, fifth Edition, Pearson Education, 2010.

(Recorded subjects just from Chapters1 to 12)

Reference Books:

1. Lawrence M. Leemis, Stephen K. Park: Discrete – Event Simulation: A First Course, Pearson

Instruction, 2006.
2. Averill M. Law: Simulation Modeling and Analysis, fourth Edition, Tata McGraw-Hill, 2007.

Please find the details about the System Modelling and Simulation topic for VTU attached in the file below

System Modelling and Simulation topic for VTU