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Terminated in academic year 2019/2020

Applied Artificial Intelligence

Type of study MasterFollow-up Master
Language of instruction Czech
Code 545-0029/02
Abbreviation AUI
Course title Applied Artificial Intelligence
Credits 5
Coordinating department Department of Economics and Control Systems
Course coordinator doc. Ing. Pavel Staša, Ph.D.

Subject syllabus

The roots of AI, the basic directions
Methods of representation and knowledge processing, knowledge systems
Qualitative modeling, planning systems
Expert systems, semantic nets, frames, and the inference rule's Network
Search knowledge and data from databases
Fuzzy systems and their applications
Artificial neural networks, neuron models, back propagation algorithm, the structure of ANN
Application of artificial neural networks
Machine learning and learning systems, learning with a teacher and no teacher
Recognition and computer vision, signs, structures, computer vision, visualization
Artificial Life, SWARM system, bio-cybernetics
Virtual reality, the languages ​​of VR, VR applications
Evolutionary algorithms and systems, genetic algorithms
Application of artificial intelligence in industry and the cybernetic systems.

Literature

RUSSEL, S., NORVIG, P.: Artificial Intelligence, a Modern Approach, Pearson Education Inc., 2003, ISBN 0-13-080302-2 , 932 pp
POKORNÝ, Miroslav a Pavel PETRÁNEK. Systems with artificial intelligence,
Ostrava: VŠB-TU Ostrava, FEI, 2004.

Advised literature

FRANKLIN, G.F., a kol.: Feedback Control of Dynamic Systems, Pearson Prentice Hall 2006, ISBN 0-13-149930-0, 910 s.