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Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site

One of the most important challenges for decision-makers and investors is location selection, which may be assessed using multicriteria decision-making (MCDM) methodologies. Problems with picking a location include deciding between alternative locations, analyzing alternatives, and identifying the b...

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Autores principales: Al Mohamed, Alaa Alden, Al Mohamed, Sobhi, Zino, Moustafa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10066031/
http://dx.doi.org/10.1186/s43093-023-00185-5
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author Al Mohamed, Alaa Alden
Al Mohamed, Sobhi
Zino, Moustafa
author_facet Al Mohamed, Alaa Alden
Al Mohamed, Sobhi
Zino, Moustafa
author_sort Al Mohamed, Alaa Alden
collection PubMed
description One of the most important challenges for decision-makers and investors is location selection, which may be assessed using multicriteria decision-making (MCDM) methodologies. Problems with picking a location include deciding between alternative locations, analyzing alternatives, and identifying the best location for a hospital. Because they analyze options with multiple perspectives in terms of numerous competing criteria, MCDM approaches are useful instruments for solving decision-making challenges. The fuzzy set theory (FST), which represents uncertainty in human beliefs, may be effectively used with MCDM approaches to produce more sensitive, tangible, and accurate findings in this context. A hybrid fuzzy multi-criteria decision model (FMCDM) is proposed to find the optimal location based on a combination of factors. In the first stage, the Fuzzy Analytical Hierarchy Process (FAHP) is used to estimate the relative criteria classification through the evaluation process. In the second stage, the fuzzy technique of order preference using similarities to the perfect solution (FTOPSIS) is applied to rank the possible alternative sites. The findings from this study indicate that integrate FAHP and FTOPSIS is the most often used FMCDM approach in Aleppo for selecting the best location for a new hospital.
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spelling pubmed-100660312023-04-03 Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site Al Mohamed, Alaa Alden Al Mohamed, Sobhi Zino, Moustafa Futur Bus J Review One of the most important challenges for decision-makers and investors is location selection, which may be assessed using multicriteria decision-making (MCDM) methodologies. Problems with picking a location include deciding between alternative locations, analyzing alternatives, and identifying the best location for a hospital. Because they analyze options with multiple perspectives in terms of numerous competing criteria, MCDM approaches are useful instruments for solving decision-making challenges. The fuzzy set theory (FST), which represents uncertainty in human beliefs, may be effectively used with MCDM approaches to produce more sensitive, tangible, and accurate findings in this context. A hybrid fuzzy multi-criteria decision model (FMCDM) is proposed to find the optimal location based on a combination of factors. In the first stage, the Fuzzy Analytical Hierarchy Process (FAHP) is used to estimate the relative criteria classification through the evaluation process. In the second stage, the fuzzy technique of order preference using similarities to the perfect solution (FTOPSIS) is applied to rank the possible alternative sites. The findings from this study indicate that integrate FAHP and FTOPSIS is the most often used FMCDM approach in Aleppo for selecting the best location for a new hospital. Springer Berlin Heidelberg 2023-04-01 2023 /pmc/articles/PMC10066031/ http://dx.doi.org/10.1186/s43093-023-00185-5 Text en © The Author(s) 2023 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 Review
Al Mohamed, Alaa Alden
Al Mohamed, Sobhi
Zino, Moustafa
Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
title Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
title_full Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
title_fullStr Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
title_full_unstemmed Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
title_short Application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
title_sort application of fuzzy multicriteria decision-making model in selecting pandemic hospital site
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10066031/
http://dx.doi.org/10.1186/s43093-023-00185-5
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