"Babes-Bolyai" University of Cluj-Napoca
Faculty of Mathematics and Computer Science
| Simulation Validation |
ter |
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| Teaching Staff in Charge |
Prof. FRENTIU Militon, Ph.D., mfrentiu cs.ubbcluj.ro |
| Aims |
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- Learning Simulation as a method of studying real phenomena;
- Geting used to solve problems by simulation; - Geting used to validate simulation systems. |
| Content |
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1. The Object of simulation
2. Random numbers and their generation 3. Simulation Models. Discrete and continue Simulation. 4. Concrete Exemples of Simulation 5. The Life Cycle of a simulation study 6. Verification and validation of simulation methods 7. Statistical methods in simulation validation 8. Calibration 9. Senzitivity analysis 10. Tools for simulation validation |
| References |
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1. ARSHAM H., Systems Simulation: The Shortest Path from Learningto Applications, http://www.ubmail.ubalt.edu/~harsham/simulation/sim.htm
2. BALCI, O., Validation, Verification, and Testing Techniques throught the Life Cycle of a Simulation Study, Annals of Operations Research, 1994, no.12, pp.1-49 3. BLAGA P., Statistica prin MATLAB, Presa Universitara Clujeana, 2002. 4. DODESCU Gh., Simularea sistemelor, Ed.Militara, Bucuresti 5. RACEANU, E., Limbaje de simulare, Ed.Militara, Bucuresti, 1981 7. STATE, L., J.POPESCU, Modele probabiliste in Inteligenta Artificiala, Litog. Univ. Bucuresti, 1979. 8. VADUVA I., Modele de simulare cu calculatorul, Ed. Tehnica, Bucuresti 1977. 9. Law, A. M. and W. D. Kelton. 2000. Simulation Modeling and Analysis, Third Edition, McGraw-Hill, New York. 10. Articole din Internet |
| Assessment |
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A written examination at the end of term (mark E) and the activity at the seminaries (mark A) will contibute to the final mark
F=(A+E)/2. |
| Links: | Syllabus for all subjects Romanian version for this subject Rtf format for this subject |