Course Information

Course Name	Turkish	Sistem Benzetimi
	English	System Simulation
Course Code	END 322E	Credit	Lecture (hour/week)	Recitation (hour/week)	Laboratory (hour/week)
Semester	6	3	3	-	-
Course Language		English
Course Coordinator		Murat Engin Ünal
Course Objectives		1. To gain skill to statistical data analysis 2. To gain skill to develop simulation models 3. To gain skill to experiment with the simulation model and to analyze experiment results
Course Description		Definition of system simulation. Basic concepts in simulation. Main steps in simulastion study. Statistics and probability concepts used in simulation. Design of discrete systems simulation models. Programming of simulation models. Output analysis. Variance reduction techniques. Validation and verification analysis.
Course Outcomes		I. Apply runs tests, sketch histogram, PP and QQ graphs, practice Chi-Square and Kolmogorov-Smirnov tests II. Generate random numbers using random numbers for a given probability distribution III. Develop a simulation model of a system and simulate the system by hand IV. Develop, run, verify and validate a simulation model using ARENA V. Design and performs experiments with simulation models VI. Determine model features, terminating or non terminating models, number of runs, calculate confidence interval and interpret the results VII. Perform variance reduction techniques; indirect measure, control variates, common random variates, anthithetic variates.
Pre-requisite(s)		END211 Introduction to System Analysis
Required Facilities
Other
Textbook		Simulation Modeling and Analysis, Averill M. Law, W. David Kelton, McGraw-Hill, Boston, 2000
Other References		Banks, J., Carson II., J.S., Nelson B.L., and Nicol D.M., Discrete Event System Simulation 3th Edition, 2001, Prentice-Hall.

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