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IEEE Transactions on Fuzzy Systems
Article . 2023 . Peer-reviewed
License: IEEE Copyright
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A Lattice Structure on Hesitant Fuzzy Sets

Authors: Pascual Jara; Luis Merino; Gabriel Navarro; Evangelina Santos;

A Lattice Structure on Hesitant Fuzzy Sets

Abstract

In this paper we deal with the lattice-compatibility between several classes of extended fuzzy sets. Concretely, we treat the problem of finding a lattice structure on set-valued fuzzy sets (SVFSs) whose restriction to interval-valued fuzzy sets (IVFSs) and (type-1) fuzzy sets (FSs) match Zadeh’s classical lattice operations. A prominent approach to this problem was given by Torra by means of the so-called hesitant fuzzy sets (HFSs). Nevertheless, despite their usefulness in group decision making problems, it is well-known that Torra’s operations do not produce a lattice. Here, we mend partially this handicap by giving two lattice orders. Each of them preserves one of the Torra’s operations and, additionally, reduces to Zadeh’s orders on FSs and on IVFSs. As a counterpart, they cannot be defined on the whole class of HFSs, or SVFSs. Finally, we provide a full answer combining both orders. We define a partial order, that we call the symmetric order, on the whole class of non-empty subsets of [0, 1]. This order extends the usual ones on [0, 1] and on closed intervals of [0, 1]. As a consequence, we find a lattice structure on HFSs whose restriction to FSs and IVFSs reduces to Zadeh’s operations.

A-FQM-394-UGR20 from Programa Operativo FEDER 2014-2020 and Consejerı́a de Economı́a, Conocimiento, Empresas y Universidad de la Junta de Andalucı́a (Spain)

“Marı́a de Maeztu” Excellence Unit IMAG, reference CEX2020-001105-M, funded by MCIN/AEI/10.13039/501100011033/

Related Organizations
Keywords

Fuzzy sets, interval-valued fuzzy sets, order, hesitant fuzzy sets, set-valued fuzzy sets, lattice

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
1
Average
Average
Average