Estimating fuzzy membership functions parameters by the levenberg-marquardt algorithm

IEEE International Conference on Fuzzy Systems

Volumn 3, Issue , 2004, Pages 1667-1672

  Botzheim, J ^a   Cabrita, C ^b   Koczy L T ^a,c   Ruano, A E ^b  

^a BUDAPEST UNIVERSITY OF TECHNOLOGY AND ECONOMICS   (Hungary)

^b UNIVERSITY OF ALGARVE   (Portugal)

^c SZÉCHENYI ISTVÁN UNIVERSITY   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY MEMBERSHIP FUNCTIONS; LEVENBERG-MARQUARDT ALGORITHM; LINEAR FUNCTIONS; TRAPEZOIDAL;

ALGORITHMS; COMPUTER SIMULATION; ENCODING (SYMBOLS); OPTIMIZATION; PARAMETER ESTIMATION; PROBLEM SOLVING;

FUZZY CONTROL;

EID: 11144340459     PISSN: 10987584     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FUZZY.2004.1375431     Document Type: Conference Paper

References (5)

1. A. E. Ruano, C. Cabrita, J. V. Olivcira, L. T. Köczy, Supervised Training Algorithms for B-Spline Neural Networks and NeuroFuzzy Systems, International Journal of Systems Science, 33, 8, 2002, pp. 689-711.
2. D. Marquardt, An Algorithm for Least-Squares Estimation of Nonlinear Parameters, SIAM J. Appl. Math., 11, 1963, pp. 431441.
3. P. Werbos, Beyond Regression: New Tools for Prediction and Analysis in the Behavioral Sciences, PhD. Dissertation, Appl. Math. Harvard University, USA, 1974.
4. J. Botzheim, L. T. Kóczy, A. E. Ruano, "Extension of the Lcvenberg-Marquardt algorithm for the extraction of trapezoidal and general piecewise linear fuzzy rules", WCCI 2002, Honolulu, Hawaii pp. 815-821.
5. J. Botzheim, B. Hámori, L. T. Kóczy, A. E. Ruano, "Bacterial algorithm applied for fuzzy rule extraction", IPMU 2002, Annecy, France, pp. 1021-1026.