Course details
Intelligent Systems
Guarantor
Language of instruction
Czech
Completion
Examination
Time span
- 26 hrs lectures
- 10 hrs exercises
- 2 hrs pc labs
- 14 hrs projects
Department
Study literature
-
- Russel, S., Norvig, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-080302-2
- Zeigler, B.P.: Theory of Modeling and Simulation, Academic Press; 2 edition (March 15, 2000), ISBN 978-0127784557
- Valeš, M.: Inteligentní dům. Brno, Vydavatelství ERA, 2006.
- Přibyl, P., Svítek, M.: Inteligentní dopravní systémy, Nakladatelství BEN, Praha 2001, ISBN 80-7300-029-6
- Automatizace. http://www.automatizace.cz/
Syllabus of lectures
- Introduction. Intelligent systems overview
- Agent architectures
- Simulation modeling in the development of intelligent systems
- Fuzzy logic and fuzzy control
- Learning systems. Neural networks
- Genetic algorithms. Genetic programming
- Markov decision process
- Reinforcement learning
- Planing and Scheduling
- Robotic systems
- Multiagent systems
- Selected applications
- Summary
Syllabus of numerical exercises
- Jazyky pro umělou inteligenci
- Základy Smalltalku
- Modelování na bázi DEVS
- Modelování inteligentních systémů
- Simulovaná robotika
Course inclusion in study plans
- Programme IT-MGR-2, field MBI, MPV, 1st year of study, Compulsory-Elective
- Programme IT-MGR-2, field MBS, MMI, MMM, any year of study, Elective
- Programme IT-MGR-2, field MGM, MIS, any year of study, Compulsory-Elective
- Programme IT-MGR-2, field MIN, MSK, 2nd year of study, Compulsory
- Programme IT-MGR-2, field MPS, 1st year of study, Compulsory