Random processes
1. |
Subject title |
Random processes Случајни процеси |
||||||||||||||||||||||||||||
2. |
Code |
m23_s_238 |
||||||||||||||||||||||||||||
3. |
Study program |
Security, Cryptography and Coding, Cloud Computing, Data science in computer science and engineering, IT management, Bioinformatics, Еducation with ICT, Eco-informatics, Inteligent Systems, Internet Technologies and cyber security, Computer Science, Statistics and Data Analytics, Software for embedded systems, Software Engineering, Cloud Computing, IT management, Bioinformatics, Security, Cryptography and Coding, Statistics and Data Analytics, Software Engineering, |
||||||||||||||||||||||||||||
4. |
Organizer of the study program (unit, institute, department, division) |
Faculty of Information Sciences and Computer Engineering |
||||||||||||||||||||||||||||
5. |
Study cycle (first, second, third) |
Втор циклус |
||||||||||||||||||||||||||||
6. |
Academic year / semester 5 / Летен |
7. Number of ECTS credits 6.0 |
||||||||||||||||||||||||||||
8. |
Instructor |
проф. д-р Александра Поповска Митровиќ проф. д-р Верица Бакева |
||||||||||||||||||||||||||||
9. |
Prerequisites for enrollment |
|
||||||||||||||||||||||||||||
10. |
Subject goals and competencies: Random processes are a mathematical model that models many processes in computer science. The purpose of this course is to introduce in the theory of random processes, studying the characteristics of special accidental processes, so they can be used to model real processes
|
|||||||||||||||||||||||||||||
11. |
Subject content: Random processes: definition, features, classification, transformations. Razing processing processes. Processes with independent stationary growths; Marks processes with discreet and continuous set of conditions: birth and die processes; Markov`s chains, Markov`s nested chains. Special random processes: accidental wandering, POSONOV, Vinerov process. Branching processes. Recovery processes. Advanced queues waiting. |
|||||||||||||||||||||||||||||
12. |
Learning methods: Предавања, проекти, дискусии, работилници |
|||||||||||||||||||||||||||||
13. |
Total available time fund |
6.0 ECTS x 30 hours = 180 hours |
||||||||||||||||||||||||||||
14. |
Time distribution |
60 + + 45 + 45 + 30 = 180 hours
|
||||||||||||||||||||||||||||
15. |
Forms of teaching activities |
15.1. |
Lectures - theoretical teaching |
60 hours |
||||||||||||||||||||||||||
15.2. |
Exercises (laboratory, classroom), seminars, team work |
hours |
||||||||||||||||||||||||||||
16. |
Other forms of activities |
16.1. |
Project tasks |
45 hours
|
||||||||||||||||||||||||||
16.2. |
Independent tasks |
45 hours |
||||||||||||||||||||||||||||
16.3. |
Homework |
30 hours |
||||||||||||||||||||||||||||
17. |
Grading method |
|||||||||||||||||||||||||||||
17.1. |
Tests |
0 points |
||||||||||||||||||||||||||||
17.2. |
Seminar work / project (presentation: written and oral) |
45 points |
||||||||||||||||||||||||||||
17.3. |
Activities and learning |
0 points |
||||||||||||||||||||||||||||
17.4. |
Final exam |
70 points |
||||||||||||||||||||||||||||
18. |
Grading criteria (points / grade) |
up to 50 points |
5 (five) (F) |
|||||||||||||||||||||||||||
from 51 to 60 points |
6 (six) (E) |
|||||||||||||||||||||||||||||
from 61 to 70 points |
7 (seven) (D) |
|||||||||||||||||||||||||||||
from 71 to 80 points |
8 (eight) (C) |
|||||||||||||||||||||||||||||
from 81 to 90 points |
9 (nine) (B) |
|||||||||||||||||||||||||||||
from 91 to 100 points |
10 (ten) (A) |
|||||||||||||||||||||||||||||
19. |
Condition for signature and taking final exam |
Реализирани активности 15, 16 |
||||||||||||||||||||||||||||
20. |
Language of instruction |
Македонски и англиски |
||||||||||||||||||||||||||||
|
21. |
Quality assurance method |
Механизам на интерна евалуација и анкети
|
||||||||||||||||||||||||||||
22. |
Literature |
|||||||||||||||||||||||||||||
22.1. |
Mandatory literature |
|||||||||||||||||||||||||||||
|
||||||||||||||||||||||||||||||
|
22.2. |
Additional literature |
|
||||||||||||||||||||||||||||