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Terminated in academic year 2016/2017

Artificial Intelligence

Type of study Bachelor
Language of instruction Czech
Code 545-0388/03
Abbreviation UI
Course title Artificial Intelligence
Credits 5
Coordinating department Department of Economics and Control Systems
Course coordinator Ing. Michal Řepka, Ph.D.

Subject syllabus

Roots UI guidelines
Methods of representation and knowledge processing, knowledge systems
Qualitative modeling and planning
Expert systems, semantic networks, frames, rule based, and network inference
Knowledge Discovery and Data in Databases
Fuzzy Systems and Their Applications
Artificial neural networks, neuron model, back propagation algorithm
Application of artificial neural networks
Machine learning and learning systems, learning with unsupervised
Recognition and computer vision, signs, structures, computer vision, visualization
Artificial Life, SWARM system, Biocybernetics
Virtual reality languages of VR and VR applications
Evolutionary algorithms and systems, genetic algorithms
Application of artificial intelligence in the industry and cybernetic systems

Literature

RUSSEL, S., NORVIG, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-
080302-2, 932 s.

Advised literature

FRANKLIN, G.F., a kol.: Feedback Control of Dynamic Systems, Pearson Prentice Hall 2006, ISBN 0-13-149930-0, 910 s.
Pokorný, M.- Srovnal, V.: Systems with the artificial intelligence, VŠB-TU Ostrava, FEI, 2004. http://rc112.vsb.cz/nowakova/materials/ssui/SSUI.pdf