Neurolinguistic identification of nonlinear dependences

Authors
Rotshtein, AP Mityushkin, YI
Citation
Ap. Rotshtein et Yi. Mityushkin, Neurolinguistic identification of nonlinear dependences, CYB SYS AN, 36(2), 2000, pp. 179-187
Citations number
12
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
CYBERNETICS AND SYSTEMS ANALYSIS
ISSN journal
10600396 → ACNP
Volume
36
Issue
2
Year of publication
2000
Pages
179 - 187
Database
ISI
SICI code
1060-0396(200003/04)36:2<179:NIOND>2.0.ZU;2-F
Abstract
A method is proposed for the identification of nonlinear dependences on the basis of a composition of a fuzzy knowledge base and a neural network. The structure of a neurofuzzy network that is isomorphic to a system of lingui stic statements of the form "if-then" is specified, and analytical models f or training al-e obtained. The efficiency of the proposed method of identif ication is illustrated by a computer experiment.