Publication:
Some construction methods for pseudo-overlaps and pseudo-groupings and their application in group decision making

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Date

2023

Authors

García-Zamora, Diego
Paiva, Rui
Cruz, Anderson

Director

Publisher

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

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Abstract

In many real-world scenarios, the importance of different factors may vary, making commutativity an unreasonable assumption for aggregation functions, such as overlaps or groupings. To address this issue, researchers have introduced pseudo-overlaps and pseudo-groupings as their corresponding non-commutative generalizations. In this paper, we explore various construction methods for obtaining pseudo-overlaps and pseudo-groupings using overlaps, groupings, fuzzy negations, convex sums, and Riemannian integration. We then show the applicability of these construction methods in a multi-criteria group decision-making problem, where the importance of both the considered criteria and the experts vary. Our results highlight the usefulness of pseudo-overlaps and pseudo-groupings as a non-commutative alternative to overlaps and groupings.

Keywords

Group decision making, Pseudo-grouping, Pseudo-overlap

Department

Estadística, Informática y Matemáticas / Estatistika, Informatika eta Matematika

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Editor version

Funding entities

Diego García-Zamora is supported by the Spanish Ministry of Universities through a Formación de Profesorado Universitario (FPU2019/01203) grant. Rui Paiva is supported by the Brazilian funding agency CNPq (Brazilian Research Council) under Project 200282/2022-0.

© 2023 by the authors. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.

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