Yager Index and Ranking for Interval Type-2 Fuzzy Numbers

Figueroa-Garcia, Juan; Chalco-Cano, Y.; Roman-Flores, H.

Keywords: ranking, interval type-2 fuzzy numbers (IT2FNs)

Abstract

This paper presents a ranking method, two distances, and some definitions for ordering interval type-2 fuzzy numbers based on the Yager index for type-1 fuzzy numbers. The proposed Yager index provides closed equations for the central tendency of well-defined interval type-2 fuzzy numbers. Some numerical examples are given, a comparison to the centroid of an interval type-2 fuzzy number is performed, and some interpretation issues are discussed.

Más información

Título de la Revista: IEEE TRANSACTIONS ON FUZZY SYSTEMS
Volumen: 26
Número: 5
Editorial: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Fecha de publicación: 2018
Página de inicio: 2709
Página final: 2718
Idioma: iNGLES
Financiamiento/Sponsor: Conicyt-Chile through Projects Fondecyt 1151154 and Fondecyt 1151159
DOI:

DOI: 10.1109/TFUZZ.2017.2788884

Notas: WOS CORE COLLECTION ISI