Fuzzy controllers optimization based on the parameterized membership functions

Author

Butenkov, Sergey ; Krivsha, Natalie ; Nagorov, Aslan ; Beslaneev, Zalimbek

Author_Institution

Southern Fed. Univ., Taganrog, Russia

fYear

2013

fDate

12-13 Sept. 2013

Firstpage

1

Lastpage

4

Abstract

A new family of generalized operations of fuzzy logic are considered. New methods of generation of parameterized triangular norms are proposed. The methods of generation of new parametric classes of non-associative conjunctions and disjunctions are discussed. The ways of design of strict t -norms and t - conorms on fuzzy systems in presented paper based on the theory of geometrical aggregation operations and aimed to application in membership functions for the fuzzy controllers are described.

Keywords

control system synthesis; fuzzy control; disjunctions; fuzzy controllers optimization; fuzzy logic; geometrical aggregation operations; membership functions; nonassociative conjunctions; parameterized membership functions; parameterized triangular norm generation; strict t-norms design; t-conorms design; Computational modeling; Educational institutions; Fuzzy logic; Information science; Mathematical model; Optimization; Shape; Fuzzy set; fuzzy controller; granular computing; membership function; triangular norms;

fLanguage

English

Publisher

ieee

Conference_Titel

Control and Communications (SIBCON), 2013 International Siberian Conference on

Conference_Location

Krasnoyarsk

Print_ISBN

978-1-4799-1060-1

Type

conf

DOI

10.1109/SIBCON.2013.6693629

Filename

6693629