DocumentCode
2975005
Title
Mamdani approach to fuzzy control, logical approach, what else?
Author
Bravo, Samuel ; Nava, Jaime
Author_Institution
Dept. Comput. Sci., Univ. of Texas, El Paso, TX, USA
fYear
2011
fDate
18-20 March 2011
Firstpage
1
Lastpage
6
Abstract
In fuzzy control, two approaches are mainly used: Mamdani´s approach, in which we represent the knowledge base as a disjunction of statements Ai(x) & Bi(u) corresponding to individual rules, and logical approach, in which the knowledge base is represented as a conjunction of the rules themselves Ai(x) → Bi(u). Both approaches are known not to be perfect, so a natural question arises: what other approaches are possible? In this paper, we describe all possible approaches; alternative approaches use an “exclusive or” operation and correspond, e.g., to the fuzzy transform idea.
Keywords
formal logic; fuzzy control; Mamdani approach; fuzzy control; fuzzy transform; knowledge base; logical approach; Approximation methods; Fuzzy control; Genetic expression; Humans; Silicon; Tin; Transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society (NAFIPS), 2011 Annual Meeting of the North American
Conference_Location
El Paso, TX
ISSN
Pending
Print_ISBN
978-1-61284-968-3
Electronic_ISBN
Pending
Type
conf
DOI
10.1109/NAFIPS.2011.5752024
Filename
5752024
Link To Document