Publication:
Join and meet operations for type-2 fuzzy sets with non-convex secondary memberships

Date

2016

Authors

Ruiz, Gonzalo
Hagras, Hani
Pomares, Héctor
Rojas, Ignacio

Director

Publisher

IEEE
Acceso abierto / Sarbide irekia
Artículo / Artikulua
Versión aceptada / Onetsi den bertsioa

Project identifier

MINECO//TIN2013-40765-P/ES/recolecta
Impacto

Abstract

In this paper we will present two theorems for the join and meet operations for general type-2 fuzzy sets with arbitrary secondary memberships, which can be non-convex and/or non-normal type-1 fuzzy sets. These results will be used to derive the join and meet operations of the more general descriptions of interval type-2 fuzzy sets presented in [1], where the secondary grades can be non-convex. Hence, this work will help to explore the potential of type-2 fuzzy logic systems which use the general forms of interval type-2 fuzzy sets which are not equivalent to interval valued fuzzy sets. Several examples for both general type-2 and the more general forms of interval type-2 fuzzy sets are presented.

Description

Keywords

General type-2 fuzzy logic, Nonconvex fuzzy sets, Type-2 fuzzy logic

Department

Automática y Computación / Automatika eta Konputazioa

Faculty/School

Degree

Doctorate program

item.page.cita

G. Ruiz, H. Hagras, H. Pomares, I. Rojas and H. Bustince, "Join and Meet Operations for Type-2 Fuzzy Sets With Nonconvex Secondary Memberships," in IEEE Transactions on Fuzzy Systems, vol. 24, no. 4, pp. 1000-1008, 1 Aug. 2016. doi: 10.1109/TFUZZ.2015.2489242

item.page.rights

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