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Course Information

Course Name
Turkish Sistem Simülasyonu
English System Simulation
Course Code
END 322 Credit Lecture
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 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) END 211 Introduction To System Analysis
Required Facilities Computer Lab.
Textbook Simulation Modeling and Analysis, Averill M. Law, W. David Kelton, McGraw-Hill, Boston, 2000.
Other References Simulation With Arena, W.D.Kelton, R.P.Sadowski, D.A.Sadowski, Mcgraw-Hill, Boston, 1998.
Yönetimde Simülasyon Yaklaşımı, Prof.Dr. Haluk Erkut, İrfan Yayımcılık, İstanbul, 1992.
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