Efficient search for fuzzy models using genetic algorithm

Information Sciences

Volumn 110, Issue 1-2, 1998, Pages 41-50

  Matsushita, S ^a   Furuhashi, T ^b   Tsutsui, H ^c   Uchikawa, Y ^b  

^a NAGOYA MUNICIPAL INDUSTRIAL RESEARCH INSTITUTE   (Japan)

^b NAGOYA UNIVERSITY   (Japan)

^c Yamatake Honeywell Co Ltd   (Japan)

Author keywords

Fuzzy modeling; Fuzzy neural networks; Genetic algorithm

Indexed keywords

COMPUTER SIMULATION; GENETIC ALGORITHMS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS;

FUZZY MODELS; FUZZY NEURAL NETWORKS;

FUZZY SETS;

EID: 0032163239     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0020-0255(97)10084-6     Document Type: Article

References (9)

1. S. Horikawa, T. Furuhashi, Y. Uchikawa, T. Tagawa, A study on fuzzy modeling using fuzzy neural networks, Proc. Internat. Fuzzy Eng. Symp. (IFES'91), 1991, pp. 562-573.
2. S. Horikawa, T. Furuhashi, Y. Uchikawa, On fuzzy modeling using fuzzy neural networks with the back-propagation algorithm, IEEE Trans. on Neural Networks 3 (5) (1992) 801-806.
3. S. Nakayama, T. Furuhashi, Y. Uchikawa, A proposal of hierarchical fuzzy modeling method, J. Japan Soc. for Fuzzy Theory and Systems 5 (5) (1993) 1155-1168.
4. S. Matsushita, A. Kuromiya, M. Yamaoka, T. Furuhashi, Y. Uchikawa, A study on fuzzy GMDH with comprehensible fuzzy rules, Proceedings of Seiken/IEEE Symposium on Emerging Technologies and Factory Automation (ETFA '94), 1994, pp. 192-198.
5. K. Nagasaka, H. Ichihashi, Neuro-fuzzy GMDH and its application to modeling of grinding characteristics, Ninth Fuzzy System Symposium (in Japan), 1993, pp. 449-452.
6. H. Tanaka, K. Yokode, H. Ishibuchi, GMDH by Fuzzy If-Then rules. Ninth Fuzzy System Symposium (in Japan), 1993, pp. 237-240.
7. K. Shimojima, T. Fukuda, Y. Hasegawa, Self-tuning fuzzy modeling with adaptive membership function, rules, and hierarchical structure based on Genetic Algorithm, Fuzzy Sets and Systems 71 (3) (1995) 295-309.
8. S. Matsushita, A. Kuromiya, M. Yamaoka, T. Furuhashi, Y. Uchikawa, Determination of Antecedent Structure for Fuzzy Modeling Using Genetic Algorithm (ICEC'96), 1996, pp. 235-238.
9. H. Tsutsui, Kurosaki, Fuzzy topological case based modeling and applications, Ninth Fuzzy System Symposium (in Japan), 1993, pp. 249-252.