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
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;
Conference_Titel :
Fuzzy Information Processing Society (NAFIPS), 2011 Annual Meeting of the North American
Conference_Location :
El Paso, TX
Print_ISBN :
978-1-61284-968-3
Electronic_ISBN :
Pending
DOI :
10.1109/NAFIPS.2011.5752024