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Non-Conventional Methods of Mechatronical Systems Control

Anotace

The course is based on selected methods of artificial intelligence applied in the synthesis of non-conventional controllers of mechatronic systems. Approaches are used Mamdani and Takagi-Sugeno fuzzy controllers and fuzzy-neural controllers. To adapt and optimize the structure and controller parameters are used genetic algorithms. Computer simulations are carried out in Matlab-Simulink.

Povinná literatura

GANG,F. Analysis and Synthesis of Fuzzy Control Systems: A Model-Based Approach. CRC Press, 2010. ISBN 9781420092646 
MATA,F., MARICHAL,G.N., JIMNEZ,E. Fuzzy Modeling and Control: Theory and Applications. Atlantis Publishing Corporation, 2014 ISBN 9462390819 .

Doporučená literatura

RUSSEL,S., NORVIG,P.: Artificial Intelligence, Prentice-Hall, Inc., 2003, ISBN 0-13-080302-2 


Language of instruction čeština, angličtina
Code 450-8707
Abbreviation NMŘMS
Course title Non-Conventional Methods of Mechatronical Systems Control
Coordinating department Department of Cybernetics and Biomedical Engineering
Course coordinator Ing. Zdeněk Slanina, Ph.D.