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Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information

The information aggregation of cubic fuzzy numbers and picture fuzzy numbers have played an important role in decision making. This paper introduces a novel approach to address the problem of testing facility of COVID-19 under picture cubic fuzzy environment. As the picture cubic fuzzy set is a gene...

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Autores principales: Muneeza, Ihsan, Aiman, Abdullah, Saleem
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9629773/
http://dx.doi.org/10.1007/s41066-022-00350-1
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author Muneeza
Ihsan, Aiman
Abdullah, Saleem
author_facet Muneeza
Ihsan, Aiman
Abdullah, Saleem
author_sort Muneeza
collection PubMed
description The information aggregation of cubic fuzzy numbers and picture fuzzy numbers have played an important role in decision making. This paper introduces a novel approach to address the problem of testing facility of COVID-19 under picture cubic fuzzy environment. As the picture cubic fuzzy set is a generalized fuzzy structure to handle more uncertainty and ambiguity in decision making problems We discuss its various properties. Based on geometric aggregation operators and Hamacher operations, we introduce some Hamacher geometric aggregation operators under picture cubic fuzzy information. Namely, picture cubic fuzzy Hamacher weighted geometric aggregation operator, picture cubic fuzzy Hamacher hybrid geometric operator, picture cubic fuzzy Hamacher order weighted geometric aggregation operator. Discuss some properties of the defined operators. To verify the importance of the proposed operators, develop multicriteria group decision making (MCGDM) algorithm under picture cubic fuzzy environment and apply this strategy for the selection of an authentic laboratory for COVID-19 test. Further to validate the supremacy of our proposed operators, we present a comparative analysis with pre-existing aggregation operators. Results show that the proposed technique is more effective and suitable for MCGDM problems.
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spelling pubmed-96297732022-11-03 Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information Muneeza Ihsan, Aiman Abdullah, Saleem Granul. Comput. Original Paper The information aggregation of cubic fuzzy numbers and picture fuzzy numbers have played an important role in decision making. This paper introduces a novel approach to address the problem of testing facility of COVID-19 under picture cubic fuzzy environment. As the picture cubic fuzzy set is a generalized fuzzy structure to handle more uncertainty and ambiguity in decision making problems We discuss its various properties. Based on geometric aggregation operators and Hamacher operations, we introduce some Hamacher geometric aggregation operators under picture cubic fuzzy information. Namely, picture cubic fuzzy Hamacher weighted geometric aggregation operator, picture cubic fuzzy Hamacher hybrid geometric operator, picture cubic fuzzy Hamacher order weighted geometric aggregation operator. Discuss some properties of the defined operators. To verify the importance of the proposed operators, develop multicriteria group decision making (MCGDM) algorithm under picture cubic fuzzy environment and apply this strategy for the selection of an authentic laboratory for COVID-19 test. Further to validate the supremacy of our proposed operators, we present a comparative analysis with pre-existing aggregation operators. Results show that the proposed technique is more effective and suitable for MCGDM problems. Springer International Publishing 2022-11-02 2023 /pmc/articles/PMC9629773/ http://dx.doi.org/10.1007/s41066-022-00350-1 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2022, Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Paper
Muneeza
Ihsan, Aiman
Abdullah, Saleem
Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information
title Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information
title_full Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information
title_fullStr Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information
title_full_unstemmed Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information
title_short Multicriteria group decision making for COVID-19 testing facility based on picture cubic fuzzy aggregation information
title_sort multicriteria group decision making for covid-19 testing facility based on picture cubic fuzzy aggregation information
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9629773/
http://dx.doi.org/10.1007/s41066-022-00350-1
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