|
Lecturer(s)
|
-
Zemčík František, prof. Ing. CSc.
-
Daďourek Vladislav, prof. Ing. CSc.
|
|
Course content
|
1. Introductory remarks on cybernetics. 2. Basic concepts of information theory (entropy, communication channels, codes). 3. Dynamic Systems. Models and simulations. 4. Feedback and feedforward control. Examples. 5. Properties of feedback loops. Stability, control performance, robustness. 6. The role of computers in control. Examples. 7. The role of control theory in information and communication technologies. Examples. 8. Cybernetics and Artificial Intelligence. 9. Automatic solving problems in AI. Knowledge-based approaches. 10. Principles of automatic classification and decision making. 11. Speech technologies and their use in process automation. 12. Image processing technologies and their use in process automation. 13. Written test.
|
|
Learning activities and teaching methods
|
Lecture with practical applications, One-to-One tutorial, Group discussion, Individual study
- Contact hours
- 39 hours per semester
- Preparation for comprehensive test (10-40)
- 10 hours per semester
- Preparation for an examination (30-60)
- 30 hours per semester
|
| prerequisite |
|---|
| Knowledge |
|---|
| No particular prerequisites specified. |
| learning outcomes |
|---|
| Completing the course the student receives initial findings - in the theory of information - about dynamic systems and their modeling - about the principles of feedback and feedforward control - the role of control theory in information and communication technologies (ICTs) - on basic problem areas of artificial intelligence - on speech and image processing - on the use of artificial intelligence techniques to solve cybernetic tasks |
| teaching methods |
|---|
| Group discussion |
| Individual study |
| One-to-One tutorial |
| Interactive lecture |
| assessment methods |
|---|
| Test |
|
Recommended literature
|
-
Kotek, Z., Vysoký, P., Zdráhal, Z. Kybernetika. Praha, 1990.
-
Mařík, Vladimír a kol. Umělá inteligence (2). Academia, Praha, 1997.
-
Mařík, Vladimír a kol. Umělá inteligence (3). Academia, Praha, 2001.
-
Mařík, Vladimír. Umělá inteligence (1). Academia, Praha, 1993. ISBN 80-200-0496-3.
-
Psutka, Josef. Mluvíme s počítačem česky. Praha : Academia, 2006. ISBN 80-200-1309-1.
-
Russell, Stuart Jonathan; Norvig, Peter. Artificial intelligence : a modern approach. Upper Saddle River : Prentice Hall, 1995. ISBN 0-13-103805-2.
|