Introduction to random processes

Introduction to random processes

1.

Subject title

Introduction to random processes

Вовед во случајни процеси

2.

Code

F23L2S090

3.

Study program

Интернет, мрежи и безбедност, Информатичка едукација, Software engineering and information systems, Примена на информациски технологии, Софтверско инженерство и информациски системи, Компјутерски науки, Компјутерско инженерство, Примена на информациски технологии, Софтверско инженерство и информациски системи, Компјутерски науки, Компјутерско инженерство, Интернет, мрежи и безбедност, Software engineering and information systems, Стручни студии за програмирање, Стручни студии за програмирање,

4.

Organizer of the study program (unit, institute, department, division)

Faculty of Information Sciences and Computer Engineering

5.

Study cycle (first, second, third)

Прв циклус

6.

Academic year / semester

2 / Летен

7. Number of ECTS credits

6.0

8.

Instructor

проф. д-р Верица Бакева

9.

Prerequisites for enrollment

Освоени најмалку 36 ЕКТС

10.

Subject goals and competencies:


Students will be able for modelling of stochastic processes in real situations.

11.

Subject content:


Stochastic processes: definition, characteristics, and transformations. Stationary of random processes. Markov chain. Branching processes. Poisson process. Markov process. Queuing systems. Brownian motion (Winner process).

12.

Learning methods:


Усвојување на поимите, својствата и техниките со самостојна работа; решавање на поставени задачи и проблеми за вежбање; изработка на проектна задача.

13.

Total available time fund

6.0 ECTS x 30 hours = 180 hours

14.

Time distribution

30 + 30 + 25 + 15 + 80 = 180 hours

15.

Forms of teaching activities

15.1.

Lectures - theoretical teaching

30 hours

15.2.

Exercises (laboratory, classroom), seminars, team work

30 hours

16.

Other forms of activities

16.1.

Project tasks

15 hours

16.2.

Independent tasks

25 hours

16.3.

Homework

80 hours

17.

Grading method

17.1.

Tests

0 points

17.2.

Seminar work / project (presentation: written and oral)

15 points

17.3.

Activities and learning

0 points

17.4.

Final exam

75 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

15.1 и 15.2

20.

Language of instruction

македонски и англиски

21.

Quality assurance method

механизам на интерна евалуација и анкети

22.

Literature

22.1.

Mandatory literature

No.

Author

Title

Publisher

Year

4299

Howard M. Taylor, Samuel Karlin

An Introduction to  Stochastic Modeling

Academic Press

1998

4300

Верица Бакева, Магдалена Георгиева

Случајни процеси

интерна скрипта

0

22.2.

Additional literature

No.

Author

Title

Publisher

Year