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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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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. |
format | Online Article Text |
id | pubmed-10066031 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
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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