Tags:- RGPV CSE 1ST SEM SYLLABUS, RGPV M TECH CSE 1ST SEM SYLLABUS, SATI VIDISHA M TECH COMPUTER SCIENCE SYLLABUS,SIMULATION AND MODELLING SYLLABUS,ME M TECH SYLLABUS

Rajiv Gandhi Technological University, Bhopal (MP)

Computer Tech. & Applications (UTD, RGTU, Bpl)Software Systems SATI (Vidisha)

ME/M.Tech. 1st FIRST SEMESTER SYLLABUS

Elective-I MCSE/MCTA-205

SIMULATION AND MODELLING SYLLABUS

UNIT I

Introduction to modeling and simulation:

Modeling and simulation methodology, system modeling, concept of simulation, continuous and discrete time simulation. Basic concept of probability and random variables, continuous and discrete random variables and their distributions, 

UNIT II

Compartmental models:

linear, nonlinear and stochastic models. 

UNIT III

Introduction to Queuing Theory:

Characteristics of queuing system, Poisson's formula, birth-death system, equilibrium of queuing system, analysis of M/M/1 queues. Application of queuing theory in computer system like operating systems, computer networks etc.

UNIT IV

System Dynamics modeling:
Identification of problem situation, preparation of causal loop diagrams and flow diagrams, equation writing, level and rate relationship. Simulation of system dynamics models.

UNIT V

Verification and validation: Design of simulation experiments, validation of experimental models, testing and analysis. Simulation languages comparison and selection, study of Simulation sw -SIMULA, DYNAMO, STELLA, POWERSIM.

Reference Readings:

1. Gorden G., System simulation, Prentice Hall.
2. Payer T., Introduction to system simulation, McGraw Hill.
3. Seila, Applied Simulation Modeling, Cengage
4. Spriet, Computer Aided Modeling and Simulation, W.I.A.
5. Sushil, System Dynamics, Wiley Eastern Ltd.
6. Shannon R.E., System simulation, Prentice Hall
7. Law and Kelton; Simulation Modeling