Improving fuzzy systems identification with data transformations

International Journal of Approximate Reasoning

Volumn 22, Issue 1, 1999, Pages 93-107

  Shmilovici, Armin ^a   Aguilar Martin, Joseph ^b  

^a BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

^b LAAS CNRS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL SYSTEM SYNTHESIS; DATA REDUCTION; FUZZY SETS; IDENTIFICATION (CONTROL SYSTEMS); MATHEMATICAL MODELS; MATHEMATICAL TRANSFORMATIONS; MEMBERSHIP FUNCTIONS; TIME SERIES ANALYSIS;

BOX-COX TRANSFORMS; DATA TRANSFORMATIONS; FUZZY SYSTEM IDENTIFICATION;

FUZZY CONTROL;

EID: 0033357439     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(99)00013-4     Document Type: Article

References (11)

1. H.J. Zimmermann, Fuzzy Set Theory, Kluwer Academic Publishers, Dordrecht, 1991.
2. G.J. Klir, T.A. Folger, Fuzzy Sets, Uncerainty and Information, Prentice-Hall, Englewood Cliffs, NJ, 1988.
3. L.X. Wang, Adaptive Fuzzy Systems and Control-Design and Stability Analysis, Prentice Hall, Englewood Cliff, NJ, 1994.
4. J.S.R. Jang, ANFIS: Adaptive network based fuzzy inference system, IEEE Trans. On Systems Man and Cybernetics 23 (3) (1993) 665-685.
5. M. Brown, C. Harris, Neurofuzzy Adaptive Modeling and Control, Prentice-Hall, Englewood Cliffs, NJ, 1994.
6. A. Shmilovici, O.Z. Maimon, On the solution of differential equations with fuzzy spline wavelets, Fuzzy Sets and Systems. 96 (1) (1998) 77-99.
7. W. Pedrycz, Fuzzy Control and Fuzzy Systems, Wiley, New York, 1993.
8. G.A.F. Seber, C.J. Wild, Non-Linear Regression, Wiley, New York, 1989.
9. L.L. Schumaker, Spline Functions Basic Theory, Wiley, New York, 1981.
10. A. Shmilovici, O. Maimon, Fuzzy systems identification with orthogonal matching pursuit, In: Proceedings of the Fifth IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'96), New-Orleans September 8-11 1996 pp. 2059-2064.
11. Z.H. Mao, Y.D. Li, X.F. Zhang, Approximation capability of fuzzy systems using translations and dilations of one fixed function as membership functions, IEEE Transactions on Fuzzy Systems 5 (1997) 468-473.