A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation

Recently, a new representation model has been proposed to improve the interpretability and accuracy of Computing with Words (CW) processes, the so-called Extended Comparative Linguistic Expressions with Symbolic Translation (ELICIT). It extends the concept of comparative linguistic expressions based...

ver descrição completa

Detalhes bibliográficos
Autores: Wen He, Rosa M. Rodríguez, Bapi Dutta, Luis Martínez
Formato: artículo
Estado:Versión publicada
Fecha de publicación:2022
País:España
Recursos:Ajuntament de Barcelona
Repositorio:RUJA. Repositorio Institucional de la Producción Científica de la Universidad de Jaén
OAI Identifier:oai:dnet:ruja________::8f634393d92656df80a11a1e75b96d2f
Acesso em linha:https://hdl.handle.net/10953/7815
Access Level:acceso abierto
Palavra-chave:ELICIT type-1 OWA operator
ELICIT information
Type-1 OWA
Interval-valued linguistic quantifier
Interval weights
004.8
id ES_036356dde2e648bf946879cdb7b43bfe
oai_identifier_str oai:dnet:ruja________::8f634393d92656df80a11a1e75b96d2f
network_acronym_str ES
network_name_str España
repository_id_str
spelling A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic TranslationWen HeRosa M. RodríguezBapi DuttaLuis MartínezELICIT type-1 OWA operatorELICIT informationType-1 OWAInterval-valued linguistic quantifierInterval weights004.8Recently, a new representation model has been proposed to improve the interpretability and accuracy of Computing with Words (CW) processes, the so-called Extended Comparative Linguistic Expressions with Symbolic Translation (ELICIT). It extends the concept of comparative linguistic expressions based on hesitant fuzzy linguistic term sets into a continuous domain by means of the symbolic translation used in the linguistic 2-tuple model. The aggregation of this kind of information is vital when solving decision making problems, but as the field of ELICIT information is still quite new, not many aggregation operators have been defined for it. Therefore, taking into account the need to deal with the fuzzy representation of ELICIT information for its aggregation, we propose the ELICIT type-1 OWA (ELICIT-t1-OWA) operator based on the equivalent type-1 OWA operator to simplify the CW processes by using ELICIT trapezoidal fuzzy representations. The ELICIT-t1-OWA operator will use interval weights induced by an interval-valued linguistic quantifier to aggregate ELICIT expressions and then its properties will be studied. Additionally, a way to deal with both the weights and arguments of the ELICIT-t1-OWA operator is provided in the form of fuzzy numbers. Finally, a decision making model dealing with ELICIT information that carries out the aggregation by using the proposed ELICIT-t1-OWA operator is developed and a numerical example to show its effectiveness is introduced.Elsevier202620262022info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://hdl.handle.net/10953/7815reponame:RUJA. Repositorio Institucional de la Producción Científica de la Universidad de Jaéninstname:Ajuntament de BarcelonaInglésFuzzy Sets and Systemsinfo:eu-repo/semantics/openAccessoai:dnet:ruja________::8f634393d92656df80a11a1e75b96d2f2026-06-24T12:41:07Z
dc.title.none.fl_str_mv A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
title A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
spellingShingle A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
Wen He
ELICIT type-1 OWA operator
ELICIT information
Type-1 OWA
Interval-valued linguistic quantifier
Interval weights
004.8
title_short A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
title_full A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
title_fullStr A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
title_full_unstemmed A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
title_sort A type-1 OWA operator for Extended Comparative Linguistic Expressions with Symbolic Translation
dc.creator.none.fl_str_mv Wen He
Rosa M. Rodríguez
Bapi Dutta
Luis Martínez
author Wen He
author_facet Wen He
Rosa M. Rodríguez
Bapi Dutta
Luis Martínez
author_role author
author2 Rosa M. Rodríguez
Bapi Dutta
Luis Martínez
author2_role author
author
author
dc.subject.none.fl_str_mv ELICIT type-1 OWA operator
ELICIT information
Type-1 OWA
Interval-valued linguistic quantifier
Interval weights
004.8
topic ELICIT type-1 OWA operator
ELICIT information
Type-1 OWA
Interval-valued linguistic quantifier
Interval weights
004.8
description Recently, a new representation model has been proposed to improve the interpretability and accuracy of Computing with Words (CW) processes, the so-called Extended Comparative Linguistic Expressions with Symbolic Translation (ELICIT). It extends the concept of comparative linguistic expressions based on hesitant fuzzy linguistic term sets into a continuous domain by means of the symbolic translation used in the linguistic 2-tuple model. The aggregation of this kind of information is vital when solving decision making problems, but as the field of ELICIT information is still quite new, not many aggregation operators have been defined for it. Therefore, taking into account the need to deal with the fuzzy representation of ELICIT information for its aggregation, we propose the ELICIT type-1 OWA (ELICIT-t1-OWA) operator based on the equivalent type-1 OWA operator to simplify the CW processes by using ELICIT trapezoidal fuzzy representations. The ELICIT-t1-OWA operator will use interval weights induced by an interval-valued linguistic quantifier to aggregate ELICIT expressions and then its properties will be studied. Additionally, a way to deal with both the weights and arguments of the ELICIT-t1-OWA operator is provided in the form of fuzzy numbers. Finally, a decision making model dealing with ELICIT information that carries out the aggregation by using the proposed ELICIT-t1-OWA operator is developed and a numerical example to show its effectiveness is introduced.
publishDate 2022
dc.date.none.fl_str_mv 2022
2026
2026
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://hdl.handle.net/10953/7815
url https://hdl.handle.net/10953/7815
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.relation.none.fl_str_mv Fuzzy Sets and Systems
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:RUJA. Repositorio Institucional de la Producción Científica de la Universidad de Jaén
instname:Ajuntament de Barcelona
instname_str Ajuntament de Barcelona
reponame_str RUJA. Repositorio Institucional de la Producción Científica de la Universidad de Jaén
collection RUJA. Repositorio Institucional de la Producción Científica de la Universidad de Jaén
repository.name.fl_str_mv
repository.mail.fl_str_mv
_version_ 1869402722682273792
score 15,228081

Registos relacionados