Efficient parameter selection for system identification

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

Volumn 2, Issue , 2004, Pages 750-755

  Ghodsi, Ali ^a  

^a UNIVERSITY OF WATERLOO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; DATA ACQUISITION; ERROR CORRECTION; FUZZY CONTROL; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PROBLEM SOLVING; VECTORS;

FUZZY C-MEAN (FCM); FUZZY SYSTEM IDENTIFICATION; NONLINEAR FUNCTIONS;

IDENTIFICATION (CONTROL SYSTEMS);

EID: 4544281644     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/nafips.2004.1337396     Document Type: Conference Paper

References (12)

1. Bezdek J.C.: Fuzzy mathematics in pattern classification. Ph.D. dissertation. Cornell University. Ithaca. NY. (1973)
2. Bezdek J.C.: A convergence theorem for the fuzzy ISODATA clustering algorithms. IEEE Transactions on Pattern Analysis and Machine Intelligence. PAMI-2(1) (1980) 1-8
3. Cherkassky V. and Mulier F., Learning From Data, New York: John Wiley, (1998).
4. Chiu S.L., Fuzzy Model Identification Based on Cluster Estimation. Journal of Intelligent and Fuzzy Systems. (2) (1994) 267-278
5. Craven P., Wahba G.: Smoothing noisy data with spline functions. Number. Math 31 (1979) 377-403
6. Ghodsi A.,Schuurmans D.: Automatic complexity control for system identification. International Fuzzy System Association World Conference(IFSA) (2003)
7. Jang JSR: ANFIS: Adaptive-network-based fuzzy inference system. IEEE Trans. On systems. Man & Cybernetics 23(3) (1993)665-685
8. Ker-Chau L.: From Stein's Unbiased Risk Estimates to the Method of Generalized Cross Validation. Annals of Statistics. 13(4) (1985) 1352-1377
9. Mackey M., Glass L.: Oscillation and chaos in physiological control systems. Sience 197 (1977) 287-289
10. Stein M. C.: Estimation of the Mean of a Multivariate Normal Distribution. Annals of Statistics.9(6) (1981) 1135-1151
11. Sugeno M. and Yasukawa T.: A fuzzy-logic-based approach to qualitative modeling. IEEE Trans. Fuzzy Syst. 1 (1993) 7-31
12. Takagi T., Sugeno M.: Fuzzy identification of systems and its application to modeling and control. IEEE Trans. Syst. Man & Cybern. SMC-15(3) (1985) 116-132