code CS305
credit_hours 3
title System Modeling and Simulation
arbic title
prequisites BA203, CS243
credit hours 3
Description/Outcomes The course gives the theoretic aspects of simulation, followed by its probabilistic and statistical underpinnings, including random number generation. It addresses simulation-related theory of input analysis, and output analysis. It also provides a background about Markov chain processes and queuing theory. Finally, the course describes and illustrates modeling of some applications using simulation software.
arabic Description/Outcomes
objectives 1. Understand the basic principles of the field of Modeling and Simulation
2. Apply standard statistical techniques in analyzing input data for a simulation experiment.
3. Use Markov chains theory for modeling of queuing systems.
4. Plan for and design a simulation experiment for some problems
5. Evaluate performance of queuing systems.
arabic objectives
ref. books Law, Simulation Modeling and analysis, McGraw-Hill, 2007.
Tayfur Altiok, and Benjamin Melamed, Simulation Analysis Modeling and with Arena,Elsevier, 2007.
arabic ref. books
textbook Banks, Carson, Nelson and Nicol , Discrete-Event System Simulation, 5th Edition, Pearson ,rn2010.
arabic textbook
objective set
content set
course file 530_CS305_CS305.pdf
Course Content
content serial Description