| Teaching Staff
|
Cenap Erdemir |
| Language of Instruction |
Türkçe (Turkish) |
| Type Of Course |
Elective |
| Prerequisites |
IST 201 , IST 203, IST 211 |
| Recommended Optional Programme Component |
|
| Course Objectives |
Teaching techniques of the constructing the statistical simulation model of a business systems considering the random effect son the system behavior. |
| Course Content |
Course contains subjects of the constructing a simulation models of a system and the interpretation of simulation results. Course contain also Monte Carlo methods. |
| Learning Outcomes (LO) |
A simulation models algorithms will be able to developed for solve the problems in business such as operation research, management and statistics. |
| Mode of Delivery |
Face to face |
| Course Outline |
| Week |
Topics |
| 1. Week |
Basic definitions and concepts: System, goal of system, system simulation. |
| 2. Week |
Creation of random variables. Some simple simulations using uniform distributions: Random walk |
| 3. Week |
Simple simulations using uniform distributions: Integral calculation, simple utility unit simulation. |
| 4. Week |
Other Monte Carlo methods. |
| 5. Week |
Random number generation methods. Inverse transformation, rejection methods. |
| 6. Week |
Empirical distribution and direct simulation. |
| 7. Week |
Conducting a complete simulation study. |
| 8. Week |
Industrial and business applications: Facility utilization. |
| 9. Week |
Industrial and business applications: Equipment maintenance, |
| 10. Week |
Industrial and business applications: Inventory control and network. |
| 11. Week |
Risk analysis of investments and insurance. |
| 12. Week |
Queuing applications: The single-channel single station queue |
| 13. Week |
Determining queue length versus time. |
| 14. Week |
Reviewing of the simulation languages. |
|
| Assessment |
| |
Percentage(%) |
| Mid-term (%) |
40 |
| Quizes (%) |
|
| Homeworks/Term papers (%) |
5 |
| Practice (%) |
|
| Labs (%) |
5 |
| Projects/Field Work (%) |
|
| Seminars/Workshops (%) |
|
| Final (%) |
50 |
| Other (%) |
|
| Total(%) |
100 |
|
| Course Book (s) and/or References |
C. ERDEMİR, C.KADILAR, Benzetim Tekniklerine Giriş, Hacettepe Üniversitesi Yayınları, Ankara, 2003
Gottfried B.S., Elements of Stochastic Procecess Simulation, Prentice-Hall, Englwood Cliffs, New Jersey, 1984.
Law A. M. and David Kelton, Simulation Modelling and Anaysis, McGraw-Hill, New- York, 1992.
Bank J. ve Diğ, Discrete-Event System Simulation, Practice Hall, 2005
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| Work Placement(s) |
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| The Relationship between Program Qualifications (PQ) and Course Learning Outcomes (LO) |
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