Re: Fuzzy rules extraction

John Yen (yen@cs.tamu.edu)
Wed, 24 Feb 1999 20:13:02 +0100 (MET)

>Can anybody tell me about work done in the area of extracting fuzzy
>rules from input/output data sets. I would appreciate any references,
>books, papers, URLs.
>
>Thank you
>
>Fuad Bajjali

You can start with our textbook

J. Yen and R. Langari, ``Fuzzy Logic: Intelligence, Control, and Information'',
Prentice Hall 1999, ISBN: 0-13-525817-0.

http://www.prenhall.com/books/esm_0135258170.html
http://www.cs.tamu.edu/faculty/yen/FLtext/

It's available at amazon.com

More specifically, Chap 14 covers automatic construction of fuzzy rules
from data. Chap 15 covers neuro-fuzzy systems (i.e., constructing rules
using neural networks learning algorithms). Chap 16 covers learning
of fuzzy rules from genetic algorithms (GA).

More advanced topics on Neuro-fuzzy systems are covered in details in
the following book:

J.-S. R. Jang, C. T. Sun, E. Mizutani, ``Neuro-fuzzy and Soft Computing'',
Prentice Hall, 1997.

Good luck,

John

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