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Ternopil Ivan Puluj National Technical University
Факультет комп'ютерно-інформаційних систем і програмної інженерії
Кафедра комп'ютерних систем та мереж
Computer Systems Modeling
syllabus
| Major | 123 - Комп’ютерна інженерія (бакалавр) |
| Field of knowledge | 12 Інформаційні технології |
| Academic degree | bachelor's |
Course
| Course type | elective special education |
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| Study start course | 3 | ||||
| Semesters | 5 | ||||
| Form of education | full-time | ||||
| Study hours structure |
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| Amount of hours for individual work | 56 | ||||
| ECTS credits | 4 | ||||
| Form of final examination | exam |
Lecturer
| Academic degree | PhD |
| Full name | Луцик Надія Степанівна |
Prerequirements (prerequisite courses)
| Probability theory and mathematical statistics Digital communication systems |
Course goals and learning objectives
| The aims of this course are to gain the knowledge about system and its behavior so that a person can transform the physical behavior of a system into a mathematical model that can in turn transform into a efficient algorithm for simulation purpose. |
Course description
| Lectures | 1. System Models and System Simulation 2. Verification and Validation of Models 3. Probability Theory 4. Stochastic Processes 5. Queuing Theory 6. Differential Equations in Simulation 7. Discrete System Simulation 8. Continuous Simulation |
| Laboratory classes | 1. General Techniques for Generating Random Variables 2. Generating Continuous Random Variables 3. Probability Concepts 4. Markov Chain Modeling 5. G/G/1 Queuing System Modeling 6. M/M/1 Queuing System Modeling 7. Differential Equations in Simulation |
Assessment criteria
| Based on the material of each of the two modules, electronic testing is conducted in an electronic training course on the distance learning server dl.tntu.edu.ua. For each of the tests (20 questions) you can get a maximum of 20 points. Each performed laboratory work is estimated at a maximum of 5 points. |
Recommended reading list. Subject Resources
| 1. Proceedings of the 1999 Winter Simulation Conference, Jerry Banks, Introduction to Simulation 2. Bernard P. Zeigler, Herbert Praehofer, and Tag Gon Kim. Theory of Modelling and Simulation: Integrating Discrete Event and Continuous Complex Dynamic Systems. Academic Press, second edition. 3. Banks, Carson, Nelson & Nichol, Discrete Event System Simulation, Prentice Hall. 4. G.Gorden, “System Simulation”,PHI. 5. N. Deo , “ System Simulation”, PHI. 6. Giordano, Frank R., Maurice D. Weir, and William P. Fox. 2003. A First Course in Mathematical Modeling. 3rd ed. Pacific Grove, Calif.: Brooks/Cole-Thompson Learning. |
Course author
| Луцик Надія Степанівна |
Дата останнього оновлення: 2020-12-01 09:59:54
