MULTILAYER FUZZY CONTROL OF MULTIVARIABLE SYSTEMS BY DIRECT DECOMPOSITION

Authors
GEGOV AE
Citation
Ae. Gegov, MULTILAYER FUZZY CONTROL OF MULTIVARIABLE SYSTEMS BY DIRECT DECOMPOSITION, International Journal of Systems Science, 29(8), 1998, pp. 851-862
Citations number
18
Categorie Soggetti
Computer Science Theory & Methods","Operatione Research & Management Science","Computer Science Theory & Methods","Operatione Research & Management Science","Robotics & Automatic Control
Journal title
International Journal of Systems Science → ACNP
ISSN journal
00207721
Volume
29
Issue
8
Year of publication
1998
Pages
851 - 862
Database
ISI
SICI code
0020-7721(1998)29:8<851:MFCOMS>2.0.ZU;2-X
Abstract
The application of multilayer control theory in multivariable fuzzy sy stems is considered. Some definitions and theorems with regard to such systems are given. Multilayer control algorithms, based on direct dec omposition of the original system into layers, are presented and illus trated by numerical examples. The algorithms analyse the conditions fo r linguistic coincidence of the multilayer solution and the original. It is shown that the number of fuzzy relations is significantly reduce d, and thus real-time measurement and control implementation is facili tated.