Searching for just a few words should be enough to get started. If you need to make more complex queries, use the tips below to guide you.
Article type: Research Article
Authors: Wu, Peitsang | Fang, Shu-Cherng | Nuttle, Henry L.W.
Affiliations: Department of Industrial Engineering and Management, I-Shou University, Kaohsiung County, Taiwan, ROC. Tel.: +886 7 6577711 (5520); E-mail: [email protected] | Department of Industrial Engineering, North Carolina State University, Raleigh, NC 27695-7906, USA. E-mail: {fang,nuttle}@eos.ncsu.edu
Note: [] Corresponding author
Abstract: The performance of the "fuzzy-controlled curved search" method for back propagation neural network learning depends heavily upon the membership functions used in the fuzzy controller. Manually tuning the membership functions becomes a tedious job. In this paper, a fuzzy neuron controller with self-tuning capability is introduced to adjust the related membership functions in a self-adaptive manner. Computational results are included to illustrate the potential of this enhanced learning method.
Keywords: neural network learning, curved search algorithm, fuzzy neuron control
Journal: Journal of Intelligent & Fuzzy Systems, vol. 14, no. 2, pp. 109-118, 2003
IOS Press, Inc.
6751 Tepper Drive
Clifton, VA 20124
USA
Tel: +1 703 830 6300
Fax: +1 703 830 2300
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
IOS Press
Nieuwe Hemweg 6B
1013 BG Amsterdam
The Netherlands
Tel: +31 20 688 3355
Fax: +31 20 687 0091
[email protected]
For editorial issues, permissions, book requests, submissions and proceedings, contact the Amsterdam office [email protected]
Inspirees International (China Office)
Ciyunsi Beili 207(CapitaLand), Bld 1, 7-901
100025, Beijing
China
Free service line: 400 661 8717
Fax: +86 10 8446 7947
[email protected]
For editorial issues, like the status of your submitted paper or proposals, write to [email protected]
如果您在出版方面需要帮助或有任何建, 件至: [email protected]