Hyperbolic approach to fuzzy modeling and control

Author

Margaliot, Michael ; Langholz, Gideon

Author_Institution

Dept. of Electr. Eng.-Syst., Tel Aviv Univ., Israel

Volume

2

fYear

1999

fDate

22-25 Aug. 1999

Firstpage

893

Abstract

In this paper we consider a new approach to fuzzy modeling and control which is based on the formulation of a novel state-space representation consisting of hyperbolic functions. The new representation, designated the hyperbolic model, combines the advantages of fuzzy system theory and classical control theory. On the one hand, it is easily derived from a set of Mamdani-type fuzzy rules. On the other hand, it is possible to design fuzzy controllers for the model that guarantee closed-loop stability and robustness.

Keywords

closed loop systems; control system synthesis; fuzzy control; modelling; robust control; state-space methods; Mamdani-type fuzzy rules; classical control theory; closed-loop stability; fuzzy controller design; fuzzy modeling; fuzzy system theory; hyperbolic functions; robustness; state-space representation; Control systems; Control theory; Cost function; Fuzzy control; Fuzzy sets; Fuzzy systems; Input variables; Optimal control; Robust control; Robust stability;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems Conference Proceedings, 1999. FUZZ-IEEE '99. 1999 IEEE International

Conference_Location

Seoul, South Korea

ISSN

1098-7584

Print_ISBN

0-7803-5406-0

Type

conf

DOI

10.1109/FUZZY.1999.793068

Filename

793068