Title :
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
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;
Conference_Titel :
Control and Communications (SIBCON), 2013 International Siberian Conference on
Conference_Location :
Krasnoyarsk
Print_ISBN :
978-1-4799-1060-1
DOI :
10.1109/SIBCON.2013.6693629
