Title

Aggregated Fuzzy Control Systems

Abstract

In this article, a multi-resolutional approach in generating a hierarchical and aggregated fuzzy system description is provided. The process includes aggregation of the fuzzy sets describing the control system as well as the aggregation of the rules that map a collection of fuzzy set to another set. In generating the fuzzy rules, the cell-to-cell mapping technique along with a steepest descent method to fine tune the developed membership functions of the fuzzy sets is utilized. The results for a linear system are also presented.

Meeting Name

American Control Conference (2002: May 8-10, Anchorage, AK)

Department(s)

Electrical and Computer Engineering

Keywords and Phrases

Control system synthesis; Error analysis; Fuzzy sets; Hierarchical systems; Linear systems; Membership functions; State estimation; State space methods; Vectors; State variables; Steepest descent method; Fuzzy control

International Standard Book Number (ISBN)

0-7803-7298-0

International Standard Serial Number (ISSN)

0743-1619

Document Type

Article - Conference proceedings

Document Version

Citation

File Type

text

Language(s)

English

Rights

© 2002 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.

Share

 
COinS