Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets

N. Agell; Mónica Sánchez; Francesc Prats; Francisco Javier Ruiz

doi:10.3233/978-1-61499-578-4-71

Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets

N. Agell, Mónica Sánchez, Francesc Prats, Francisco Javier Ruiz

Escuela Superior de Administración y Dirección de Empresas Esade

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

Given a finite totally ordered set of linguistic terms, the operations intersection and connected union provide a lattice structure to the set of hesitant fuzzy linguistic term sets. In this framework, hesitant fuzzy linguistic descriptions of a given set of alternatives are considered. A distance between hesitant fuzzy linguistic descriptions is introduced based on the properties of the lattice. This metric structure allows distances between decision makers to be computed. A centroid or group representative is defined in group decision-making processes where decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets.

Idioma original	Inglés
Título de la publicación alojada	Artificial Intelligence Research and Development - Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence
Editores	Dionis Boixader, Francisco Grimaldo, Eva Armengol
Editorial	IOS Press
Páginas	71-79
Número de páginas	9
ISBN (versión digital)	9781614995777
DOI	https://doi.org/10.3233/978-1-61499-578-4-71
Estado	Publicada - 2015
Evento	18th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2015 - Valencia, Espana Duración: 21 oct 2015 → 23 oct 2015

Serie de la publicación

Nombre	Frontiers in Artificial Intelligence and Applications
Volumen	277
ISSN (versión impresa)	0922-6389

Conferencia

Conferencia	18th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2015
País/Territorio	Espana
Ciudad	Valencia
Período	21/10/15 → 23/10/15

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10.3233/978-1-61499-578-4-71

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Agell, N., Sánchez, M., Prats, F., & Ruiz, F. J. (2015). Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets. En D. Boixader, F. Grimaldo, & E. Armengol (Eds.), Artificial Intelligence Research and Development - Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence (pp. 71-79). (Frontiers in Artificial Intelligence and Applications; Vol. 277). IOS Press. https://doi.org/10.3233/978-1-61499-578-4-71

Agell, N. ; Sánchez, Mónica ; Prats, Francesc et al. / Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets. Artificial Intelligence Research and Development - Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence. editor / Dionis Boixader ; Francisco Grimaldo ; Eva Armengol. IOS Press, 2015. pp. 71-79 (Frontiers in Artificial Intelligence and Applications).

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abstract = "Given a finite totally ordered set of linguistic terms, the operations intersection and connected union provide a lattice structure to the set of hesitant fuzzy linguistic term sets. In this framework, hesitant fuzzy linguistic descriptions of a given set of alternatives are considered. A distance between hesitant fuzzy linguistic descriptions is introduced based on the properties of the lattice. This metric structure allows distances between decision makers to be computed. A centroid or group representative is defined in group decision-making processes where decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets.",

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author = "N. Agell and M{\'o}nica S{\'a}nchez and Francesc Prats and Ruiz, {Francisco Javier}",

note = "Publisher Copyright: {\textcopyright} 2015 The authors and IOS Press. All rights reserved..; 18th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2015 ; Conference date: 21-10-2015 Through 23-10-2015",

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Agell, N, Sánchez, M, Prats, F & Ruiz, FJ 2015, Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets. En D Boixader, F Grimaldo & E Armengol (eds.), Artificial Intelligence Research and Development - Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence. Frontiers in Artificial Intelligence and Applications, vol. 277, IOS Press, pp. 71-79, 18th International Conference of the Catalan Association for Artificial Intelligence, CCIA 2015, Valencia, Espana, 21/10/15. https://doi.org/10.3233/978-1-61499-578-4-71

Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets. / Agell, N.; Sánchez, Mónica; Prats, Francesc et al.
Artificial Intelligence Research and Development - Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence. ed. / Dionis Boixader; Francisco Grimaldo; Eva Armengol. IOS Press, 2015. p. 71-79 (Frontiers in Artificial Intelligence and Applications; Vol. 277).

Producción científica: Capítulo del libro › Contribución a congreso/conferencia › revisión exhaustiva

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PY - 2015

Y1 - 2015

N2 - Given a finite totally ordered set of linguistic terms, the operations intersection and connected union provide a lattice structure to the set of hesitant fuzzy linguistic term sets. In this framework, hesitant fuzzy linguistic descriptions of a given set of alternatives are considered. A distance between hesitant fuzzy linguistic descriptions is introduced based on the properties of the lattice. This metric structure allows distances between decision makers to be computed. A centroid or group representative is defined in group decision-making processes where decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets.

AB - Given a finite totally ordered set of linguistic terms, the operations intersection and connected union provide a lattice structure to the set of hesitant fuzzy linguistic term sets. In this framework, hesitant fuzzy linguistic descriptions of a given set of alternatives are considered. A distance between hesitant fuzzy linguistic descriptions is introduced based on the properties of the lattice. This metric structure allows distances between decision makers to be computed. A centroid or group representative is defined in group decision-making processes where decision makers are assessing different alternatives by means of hesitant fuzzy linguistic term sets.

KW - Decision support

KW - Knowledge Management

KW - Uncertainty and fuzzy reasoning

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Agell N, Sánchez M, Prats F, Ruiz FJ. Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets. En Boixader D, Grimaldo F, Armengol E, editores, Artificial Intelligence Research and Development - Proceedings of the 18th International Conference of the Catalan Association for Artificial Intelligence. IOS Press. 2015. p. 71-79. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/978-1-61499-578-4-71

Computing Distances between Decision Makers Using Hesitant Fuzzy Linguistic Term Sets

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