School of Engineering \ Industrial Engineering
Course Credit
ECTS Credit
Course Type
Instructional Language
Programs that can take the course
Endüstri Mühendisliği Lisans Programı
Basic concepts used in the systems simulation. Introduction to the steps in a simulation study. Introducing and reviewing the probability and statistics required for a simulation study. Discrete-Event system simulation design. Programming the conceptual simulation models. Queueing Systems. Verification and validation analysis. Output analysis. Case studies in production and service systems.
Textbook and / or References
1. Simulation with Arena 6th ed. by Kelton, Sadowski, Sturrock (2015) (SwA) ISBN: 978-1-259-25436-9
2. Discrete-Event System Simulation, Fifth Edition
by Jerry Banks, John Carson, Barry L. Nelson, David Nicol ;Prentice Hall; 5th edition (2009) ISBN-10: 9780136062127 ; ISBN-13: 978-0136062127
1. Introduction to simulation models and simulation studies.
2. Organization of simulation languages. Modeling with Arena, a comprehensive simulation package with animation capabilities.
3. Statistical aspects including input analysis, random variate generation, output analysis.
1. An understanding of simulation models and simulation studies.
2. Ability to model systems using Arena, a comprehensive simulation package with animation capabilities.
3. An understanding of statistical aspects of input analysis.
4. Ability to generate and test random number and random variates.
5. Ability to conduct verification-validation analysis.
6. Ability to conduct output analysis.
7. Ability to express results written and orally.
8. Ability to work in a team.
Week 1: Introduction to Simulation
Week 2: Discrete-Event simulation + ARENA Lab
Week 3: Discrete-Event simulation + ARENA Lab
Week 4: Statistical models in a simulation study + ARENA Lab
Week 5: Queueing models + ARENA Lab
Week 6: Random number and variate generation + ARENA Lab
Week 7: Input modeling+ ARENA Lab
Week 8: Verification and validation analysis + ARENA Lab
Week 9: Output analysis + ARENA Lab
Week 10: Output analysis + ARENA Lab
Week 11: Simulation examples + ARENA Lab
Week 12: Simulation examples + ARENA Lab
Tentative Assesment Methods
• Midterm 30 %
• Quiz 10 %
• Arena Short Exam 5 %
• Project 15 %
• Final 40 %
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Program Outcome
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Course Outcome
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C
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C
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C
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C
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A, B
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B
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B, D
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C
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| 4 |
C
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A, B
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B
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B, D
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C
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| 5 |
C
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A, B
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B
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B, D
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C
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| 6 |
C
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A, B
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B
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B, D
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C
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C
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A, B, C
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| 8 |
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A, C
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