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END 322
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Course Information
Course Weekly Lecture Plan
Course Evaluation Criteria
Course Information
Course Name
Turkish
Sistem Simülasyonu
English
System Simulation
Course Code
END 322
Credit
Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester

3
3


Course Language
Turkish
Course Coordinator
Cafer Erhan Bozdağ
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
Students who pass the course will be able to:
I. Apply runs tests, sketch histogram, PP and QQ graphs, practice ChiSquare and KolmogorovSmirnov 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.
Prerequisite(s)
END 211 Introduction To System Analysis
Required Facilities
Computer Lab.
Other
Textbook
Simulation Modeling and Analysis, Averill M. Law, W. David Kelton, McGrawHill, Boston, 2000.
Other References
Simulation With Arena, W.D.Kelton, R.P.Sadowski, D.A.Sadowski, McgrawHill, Boston, 1998.
Yönetimde Simülasyon Yaklaşımı, Prof.Dr. Haluk Erkut, İrfan Yayımcılık, İstanbul, 1992.
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