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.
Ukončeno v akademickém roce 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. |
Osnova předmětu
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.
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.
Povinná literatura
Doporučená literatura
FRANKLIN, G.F., a kol.: Feedback Control of Dynamic Systems, Pearson Prentice Hall 2006, ISBN 0-13-149930-0, 910 s.