Fuzzy Systems

Type of study	Doctoral
Language of instruction	English
Code	450-6003/02
Abbreviation	FS
Course title	Fuzzy Systems
Credits	10
Coordinating department	Department of Cybernetics and Biomedical Engineering
Course coordinator	prof. Dr. Ing. Miroslav Pokorný

Subject syllabus

Lectures:
Complex system modelling principles knowledge approaches.
Extending of fuzzy sets theory
Uncertainty and its fuzzy representation
Extending of multivalues fuzzy linguistic logic
Fuzzy linguistic models, analysis of Mamdani and Takagi-Sugeno fuzzy rules oriented models
Extending of aproximative reasoning, inference algorithms
Fuzzy expert systems, design methodology, application
Rule base cognitive analysis
Fuzzy control, design methodology, application

Fuzzy controller properties and stability
Intelligent knowledge controllers, architecture and properties
Neural networks in control systems
Genetic algorithms in control systems

Literature

WANG, L.X., A Course in Fuzzy Systems and Control. Prentice-Hall International, Inc.
BUCKLEY, J.J, SILER, W. Fuzzy Expert Systems and Fuzzy Reasoning. Theory and Applications, John Wiley & Sons Inc. United States. , 2005.
FULLER,R. Neural Fuzzy Systems. Abo,
SPOONER, J. T. and all. Stable Adaptive Control and Estimation for Nonlinear Systems: Neural and Fuzzy Approximator Techniques. 2002 John Wiley & Sons, Inc.
GANG, F. Analysis and Synthesis of Fuzzy Control Systems. 2010 CR PRESS, Taylor and Francis Group, LLC,

Advised literature

GHUANRONG,CH., TRUNG,T.P. Introduction to Fuzzy Systems. Hapman&Hall, 2006.
MATA,F., MARICHAL,G.N., JIMNEZ,E. Fuzzy Modeling and Control: Theory and Applications. Atlantis Publishing Corporation, 2014,
PERFILIEVA,I. Fuzzy transforms: theory and application. Fuzzy Sets and Systems, 157, 2006

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