Modeling and Simulation Computer Environments

Објавено: June 28, 2022
1. Course Title Modeling and Simulation Computer Environments
2. Code 4ФЕИТ07З010
3. Study program КТИ
4. Organizer of the study program (unit, institute, department) Faculty of Electrical Engineering and Information Technologies
5. Degree (first, second, third cycle) First cycle
6. Academic year/semester IV/7 7. Number of ECTS credits 6
8. Lecturer D-r Goran Jakimovski, D-r Sanja Atanasova
9. Course Prerequisites Passed: Programming and Algorithms, Data Structures and Programming
10. Course Goals (acquired competencies): Introduction to modeling concepts and models for representing objects and systems from everyday situations. Learning concepts of simulations and tools for simulations. Upon completion of the course students will be trained to work independently with a variety of techniques for modeling and presenting models in a computer system, as well as performing and analyzing appropriate simulations.
11. Course Syllabus: Introduction to modeling. Models. Analytical methods in modeling. Stepped simulations. Event driven simulations. Generating (pseudo) random numbers for simulations. Types of generators: linear congruent generator, composite generator. Probability and statistics in the simulations. Simulation of computer systems and computer networks. Processing and analysis of data from simulation and statistical processing. Creating stochastic models. Simulations. Testing stochastic models. Discrete and continuous models. Queue theory.
12. Learning methods: Lectures, presentations and laboratory exercises
13. Total number of course hours 2 + 2 + 1 + 0
14. Distribution of course hours 180
15. Forms of teaching 15.1. Lectures-theoretical teaching 30
15.2. Exercises (laboratory, practice classes), seminars, teamwork 45
16. Other course activities 16.1. Projects, seminar papers 35
16.2. Individual tasks 30
16.3. Homework and self-learning 40
17. Grading 17.1. Exams 30
17.2. Seminar work/project (presentation: written and oral) 10
17.3. Activity and participation 10
17.4. Final exam 50
18. Grading criteria (points) up to 50 points 5 (five) (F)
from 51to 60 points 6 (six) (E)
from 61to 70 points 7 (seven) (D)
from 71to 80 points 8 (eight) (C)
from 81to 90 points 9 (nine) (B)
from 91to 100 points 10 (ten) (A)
19. Conditions for acquiring teacher’s signature and for taking final exam regular attendance at classes and taking tests
20. Forms of assessment

During the semester, two tests are provided (at the middle and at the end of the semester, lasting 120 minutes), activities that include preparation of seminar papers, and points from laboratory exercises (after the exercises). The final grade includes points from all activities.

It is not allowed to use books, scripts, manuscripts or notes of any kind during the exam, as well as a calculator, mobile phone, tablet or any other electronic device.
21. Language Macedonian and English
22. Method of monitoring of teaching quality Self-evaluation and surveys
23. Literature
23.1. Required Literature
No. Author Title Publisher Year
1 Аверил М. Лоу Моделирање за симулации и анализа, 5 издание МкГроу Хил 2014
2 Рос М. Шелдон Симулации Академик Прес 2012
3 Фишвик П. Дизајн на модели за симулации и извршување ПрентисХол (Пеарсон) 1995