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Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making

Complex fuzzy (CF) sets (CFSs) have a significant role in modelling the problems involving two-dimensional information. Recently, the extensions of CFSs have gained the attention of researchers studying decision-making methods. The complex T-spherical fuzzy set (CTSFS) is an extension of the CFSs in...

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Autores principales: Karaaslan, Faruk, Dawood, Mohammed Allaw Dawood
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272956/
https://www.ncbi.nlm.nih.gov/pubmed/34777971
http://dx.doi.org/10.1007/s40747-021-00446-2
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author Karaaslan, Faruk
Dawood, Mohammed Allaw Dawood
author_facet Karaaslan, Faruk
Dawood, Mohammed Allaw Dawood
author_sort Karaaslan, Faruk
collection PubMed
description Complex fuzzy (CF) sets (CFSs) have a significant role in modelling the problems involving two-dimensional information. Recently, the extensions of CFSs have gained the attention of researchers studying decision-making methods. The complex T-spherical fuzzy set (CTSFS) is an extension of the CFSs introduced in the last times. In this paper, we introduce the Dombi operations on CTSFSs. Based on Dombi operators, we define some aggregation operators, including complex T-spherical Dombi fuzzy weighted arithmetic averaging (CTSDFWAA) operator, complex T-spherical Dombi fuzzy weighted geometric averaging (CTSDFWGA) operator, complex T-spherical Dombi fuzzy ordered weighted arithmetic averaging (CTSDFOWAA) operator, complex T-spherical Dombi fuzzy ordered weighted geometric averaging (CTSDFOWGA) operator, and we obtain some of their properties. In addition, we develop a multi-criteria decision-making (MCDM) method under the CTSF environment and present an algorithm for the proposed method. To show the process of the proposed method, we present an example related to diagnosing the COVID-19. Besides this, we present a sensitivity analysis to reveal the advantages and restrictions of our method.
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spelling pubmed-82729562021-07-12 Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making Karaaslan, Faruk Dawood, Mohammed Allaw Dawood Complex Intell Systems Original Article Complex fuzzy (CF) sets (CFSs) have a significant role in modelling the problems involving two-dimensional information. Recently, the extensions of CFSs have gained the attention of researchers studying decision-making methods. The complex T-spherical fuzzy set (CTSFS) is an extension of the CFSs introduced in the last times. In this paper, we introduce the Dombi operations on CTSFSs. Based on Dombi operators, we define some aggregation operators, including complex T-spherical Dombi fuzzy weighted arithmetic averaging (CTSDFWAA) operator, complex T-spherical Dombi fuzzy weighted geometric averaging (CTSDFWGA) operator, complex T-spherical Dombi fuzzy ordered weighted arithmetic averaging (CTSDFOWAA) operator, complex T-spherical Dombi fuzzy ordered weighted geometric averaging (CTSDFOWGA) operator, and we obtain some of their properties. In addition, we develop a multi-criteria decision-making (MCDM) method under the CTSF environment and present an algorithm for the proposed method. To show the process of the proposed method, we present an example related to diagnosing the COVID-19. Besides this, we present a sensitivity analysis to reveal the advantages and restrictions of our method. Springer International Publishing 2021-07-11 2021 /pmc/articles/PMC8272956/ /pubmed/34777971 http://dx.doi.org/10.1007/s40747-021-00446-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Karaaslan, Faruk
Dawood, Mohammed Allaw Dawood
Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making
title Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making
title_full Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making
title_fullStr Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making
title_full_unstemmed Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making
title_short Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making
title_sort complex t-spherical fuzzy dombi aggregation operators and their applications in multiple-criteria decision-making
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8272956/
https://www.ncbi.nlm.nih.gov/pubmed/34777971
http://dx.doi.org/10.1007/s40747-021-00446-2
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