Admissible OWA operators for fuzzy numbers

Date

2024

Authors

García-Zamora, Diego
Cruz, Anderson
Neres, Fernando
Santiago, Regivan
Roldán López de Hierro, Antonio Francisco
Paiva, Rui
Martínez López, Luis

Director

Publisher

Elsevier
Acceso abierto / Sarbide irekia
Artículo / Artikulua
Versión publicada / Argitaratu den bertsioa

Project identifier

  • AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023/PID2022-136627NB-I00/ES/ recolecta
  • AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-119478GB-I00/ES/ recolecta
  • AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PGC2018-099402-B-I00/ES/ recolecta
  • //FPU2019%2F01203/
Impacto

Abstract

Ordered Weighted Averaging (OWA) operators are some of the most widely used aggregation functions in classic literature, but their application to fuzzy numbers has been limited due to the complexity of defining a total order in fuzzy contexts. However, the recent notion of admissible order for fuzzy numbers provides an effective method to totally order them by refining a given partial order. Therefore, this paper is devoted to defining OWA operators for fuzzy numbers with respect to admissible orders and investigating their properties. Firstly, we define the OWA operators associated with such admissible orders and then we show their main properties. Afterward, an example is presented to illustrate the applicability of these AOWA operators in linguistic decision-making. In this regard, we also develop an admissible order for trapezoidal fuzzy numbers that can be efficiently applied in practice.

Description

Keywords

Admissible orders, Fuzzy numbers, OWA operators, Ranking for fuzzy numbers

Department

Estadística, Informática y Matemáticas / Estatistika, Informatika eta Matematika / Institute of Smart Cities - ISC

Faculty/School

Degree

Doctorate program

item.page.cita

García-Zamora, D., Cruz, A., Neres, F., Santiago, R. H. N., Roldán López de Hierro, A. F., Paiva, R., Dimuro, Graçaliz. P., Martínez, L., Bedregal, B., Bustince, H. (2024) Admissible OWA operators for fuzzy numbers. Fuzzy Sets and Systems, 480, 1-17. https://doi.org/10.1016/j.fss.2024.108863.

item.page.rights

© 2024 The Author(s). This is an open access article under the CC BY-NC license.

Licencia

Los documentos de Academica-e están protegidos por derechos de autor con todos los derechos reservados, a no ser que se indique lo contrario.