paper available

[Jyh-Shing Roger Jang]

The following paper has been placed on the neuroprose archive as
jang.adaptive_fuzzy.ps.Z and is available via anonymous ftp (from
archive.cis.ohio-state.edu in the pub/neuroprose directory).
This paper will appear in IEEE Trans. on Systems, Man and
Cybernetics.

=========================================================================
TITLE: ANFIS: Adaptive-Network-based Fuzzy Inference System

ABSTRACT:
This paper presents the architecture and learning procedure underlying
ANFIS (Adaptive-Network-based Fuzzy Inference System), a fuzzy
inference system implemented in the framework of adaptive networks.
By using a hybrid learning procedure, the proposed ANFIS can construct
an input-output mapping based on both human knowledge (in the form
of fuzzy if-then rules) and stipulated input-output data pairs.
In our simulation, we employ the ANFIS architecture to model nonlinear
functions, identify nonlinear components on-linely in a control system,
and predict a chaotic time series, all yielding remarkable results.
Comparisons with artificail neural networks and earlier work on fuzzy
modeling are listed and discussed.  Other extensions of the proposed
ANFIS and promising applications to automatic control and signal
processing are also suggested.
===========================================================================

Here is an example of how to retrieve this file:

gvax> ftp archive.cis.ohio-state.edu
Connected to archive.cis.ohio-state.edu.
220 archive.cis.ohio-state.edu FTP server ready.
Name: anonymous
331 Guest login ok, send ident as password.
Password:neuron at wherever
230 Guest login ok, access restrictions apply.
ftp> binary
200 Type set to I.
ftp> cd pub/neuroprose
250 CWD command successful.
ftp> get jang.adaptive_fuzzy.ps.Z
200 PORT command successful.
150 Opening BINARY mode data connection for jang.adaptive_fuzzy.ps.Z
226 Transfer complete.
100000 bytes sent in 3.14159 seconds
ftp> quit
221 Goodbye.
gvax> uncompress jang.adaptive_fuzzy.ps.Z
gvax> lpr jang.adaptive_fuzzy.ps
--

J.-S. Roger Jang
571 Evans, EECS Department
Univ. of California
Berkeley, CA 94720
jang at diva.berkeley.edu
(510)-642-5029
fax: (510)642-5775