Tuning complex fuzzy systems by supervised learning algorithms

IEEE International Conference on Fuzzy Systems

Volumn 1, Issue , 2003, Pages 226-231

  Moreno Velo, F J ^a   Baturone, I ^a   Senhadji, R ^a   Sanchez Solano S ^a  

^a Centro Informatico Cientifico de Andalucia   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED DESIGN; COMPUTER AIDED SOFTWARE ENGINEERING; HIERARCHICAL SYSTEMS; LEARNING ALGORITHMS; MATHEMATICAL MODELS;

MEAN SQUARE ERRORS (MSE);

FUZZY SETS;

EID: 0038538187     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. S. Haykin, "Neural Networks. A Comprehensive Foundation", IEEE Press Macmillan, 1994.
2. Møller, M.F., "A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning", Neural Networks, Vol. 6, pp. 525-533, 1993.
3. Scales, L.E., "Introduction to Non-Linear Optimization", Springer-Verlag New York Inc., 1985.
4. Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P., Numerical Recipes in C, Cambridge University Press, 1997.
5. Bezdek, J.C., Pal, N.R., "Cluster validation with generalized Dunn's indices", Proc. 2nd NZ Int. Two-Stream Conf. on ANNES, pp. 190-193, Dunedin, 1995.
6. F. J. Moreno-Velo, S. Sánchez-Solano, A. Barriga, I. Baturone, D. R. López, "XFL3: A New Fuzzy System Specification Language", Mathware & Soft Computing, pp. 239-253, December 2001.
7. F. J. Moreno-Velo, I. Baturone, S. Sánchez-Solano, A. Barriga, "Rapid Design of Fuzzy Systems with XFUZZY", submitted to FUZZ-IEEE'2003.