Identification of enhanced fuzzy models with special membership functions and fuzzy rule bases

Engineering Applications of Artificial Intelligence

Volumn 12, Issue 3, 1999, Pages 309-319

  Hanss, Michael ^a  

^a UNIVERSITY OF STUTTGART   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY CONTROL; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; NONLINEAR CONTROL SYSTEMS;

FUZZY ASSIGNMENTS;

FUZZY SETS;

EID: 0032631756     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0952-1976(99)00009-3     Document Type: Article

References (13)

1. Babuška R., Verbruggen H.B. Comparing different methods for premise identification in Sugeno-Takagi models. Zimmermann H.J. Second European Congress on Intelligent Techniques and Soft Computing EUFIT '94. 1994;1188-1192 Verlag der Augustinus Buchhandlung, Aachen.
2. Bezdek J.C. Pattern Recognition with Fuzzy Objective Function Algorithms. 1981;Plenum, New York.
3. Bezdek J.C., Coray C., Gunderson R., Watson J. Detection and characterization of cluster substructure. I. Linear structure: fuzzy c-lines. SIAM Journal of Applied Mathematics. 40:1981;339-357.
4. Bezdek J.C., Coray R., Gunderson R., Watson J. Detection and characterization of cluster substructure. II. Fuzzy c-varieties and convex combinations thereof. SIAM Journal of Applied Mathematics. 40:1981;358-372.
5. Driankov D., Hellendoorn H., Reinfrank M. An Introduction to Fuzzy Control. 2nd ed :1996;Springer-Verlag, Berlin.
6. Hanss M. Fuzzy model based control of biotechnological processes. Zimmermann H.J. Second European Congress on Intelligent Techniques and Soft Computing - EUFIT '94. 1994;1044-1047 Verlag der Augustinus Buchhandlung, Aachen.
7. Hanss M. Design and optimization of a nonlinear fuzzy controller using fuzzy process models. Zimmermann H.J. Fourth European Congress on Intelligent Techniques and Soft Computing - EUFIT '96. 1996;1875-1880 Verlag Mainz, Aachen.
8. Hanss M. A method for the identification of fuzzy models. (in German) Automatisierungstechnik. 44:1996;71-78.
9. Hanss, M., 1998. Identification of fuzzy models an their application to nonlinear process control (in German). Dissertation, University of Stuttgart.
10. Pedrycz W. An identification algorithm in fuzzy relational systems. Fuzzy Sets and Systems. 13:1984;153-167.
11. Takagi T., Sugeno M. Fuzzy identification of systems and its applications to modeling and control. IEEE Transactions on Systems, Man, and Cybernetics. 15:1985;116-132.
12. Xu C.W., Lu Y.Z. Fuzzy model identification and self-learning for dynamic systems. IEEE Transactions on Systems, Man, and Cybernetics. 17:1987;683-689.
13. Zadeh L.A. Fuzzy sets. Information and Control. 8:1965;338-353.