Genetic optimization of fuzzy networks

Fuzzy Sets and Systems

Volumn 79, Issue 1, 1996, Pages 59-68

  Hanebeck, Uwe D ^a   Schmidt, Günther K ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

Control theory; Fuzzy networks; Genetic algorithms; Optimization

Indexed keywords

COMPUTATIONAL LINGUISTICS; CONTROL THEORY; FUZZY SETS; GENETIC ALGORITHMS; LEARNING SYSTEMS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; ONLINE SYSTEMS; OPTIMIZATION;

FUZZY NETWORKS; GENETIC OPTIMIZATION; RADIAL BASIS FUNCTION;

FUZZY CONTROL;

EID: 0030575003     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/0165-0114(95)00291-X     Document Type: Article

References (9)

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3. D.E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning (Addison-Wesley, Reading, MA, 1989).
4. A. Hansson et al., Fuzzy Anti-Reset Windup for PID Controllers, 12th World Congress International Federation of Automatic Control, Vol. 10, Sydney (July 18-23, 1993) 389-392.
5. S.L.S. Jacoby and J.S. Kowalik and J.T. Pizzo, Iterative Methods for Nonlinear Optimization Problems (Prentice-Hall, Englewood Cliffs, NJ, 1972).
6. B. Kosko, Neural Networks and Fuzzy Systems (Prentice-Hall, Englewood Cliffs, NJ, 1992).
7. Y.N. Lee et al., Design of a self-organizing fuzzy plus PD controller using the look-up tables, Proc. 1992 IEEE/RSJ Internat. Conf. on Intelligent Robots and Systems, Raleigh, NC (July 7-10, 1992) 775-781.
8. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs (Springer, Berlin, 1992).
9. T.J. Procyk and E.H. Mamdani, A linguistic self-organizing process controller, Automatica 15 (1979) 15-30.