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Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection
How to ensure the normal production of industries in an uncertain emergency environment has aroused a lot of concern in society. Selecting the best emergency material suppliers using the multicriteria group decision making (MCGDM) method will ensure the normal production of industries in this enviro...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137439/ https://www.ncbi.nlm.nih.gov/pubmed/37190490 http://dx.doi.org/10.3390/e25040702 |
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author | Liu, Ling Zhu, Qiuyi Yang, Dan Liu, Sen |
author_facet | Liu, Ling Zhu, Qiuyi Yang, Dan Liu, Sen |
author_sort | Liu, Ling |
collection | PubMed |
description | How to ensure the normal production of industries in an uncertain emergency environment has aroused a lot of concern in society. Selecting the best emergency material suppliers using the multicriteria group decision making (MCGDM) method will ensure the normal production of industries in this environment. However, there are few studies in emergency environments that consider the impact of the decision order of decision makers (DMs) on the decision results. Therefore, in order to fill the research gap, we propose an extended MCGDM method, whose main steps include the following: Firstly, the DMs give their assessment of all alternatives. Secondly, we take the AHP method and entropy weight method to weight the criteria and the DMs. Thirdly, we take the intuitionistic fuzzy hybrid priority weight average (IFHPWA) operator we proposed to aggregate evaluation information and take the TOPSIS method to rank all the alternatives. Finally, the proposed method is applied in a case to prove its practicability and effectiveness. The proposed method considers the influence of the decision order of the DMs on the decision results, which improves the accuracy and efficiency of decision-making results. |
format | Online Article Text |
id | pubmed-10137439 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-101374392023-04-28 Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection Liu, Ling Zhu, Qiuyi Yang, Dan Liu, Sen Entropy (Basel) Article How to ensure the normal production of industries in an uncertain emergency environment has aroused a lot of concern in society. Selecting the best emergency material suppliers using the multicriteria group decision making (MCGDM) method will ensure the normal production of industries in this environment. However, there are few studies in emergency environments that consider the impact of the decision order of decision makers (DMs) on the decision results. Therefore, in order to fill the research gap, we propose an extended MCGDM method, whose main steps include the following: Firstly, the DMs give their assessment of all alternatives. Secondly, we take the AHP method and entropy weight method to weight the criteria and the DMs. Thirdly, we take the intuitionistic fuzzy hybrid priority weight average (IFHPWA) operator we proposed to aggregate evaluation information and take the TOPSIS method to rank all the alternatives. Finally, the proposed method is applied in a case to prove its practicability and effectiveness. The proposed method considers the influence of the decision order of the DMs on the decision results, which improves the accuracy and efficiency of decision-making results. MDPI 2023-04-21 /pmc/articles/PMC10137439/ /pubmed/37190490 http://dx.doi.org/10.3390/e25040702 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Ling Zhu, Qiuyi Yang, Dan Liu, Sen Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection |
title | Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection |
title_full | Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection |
title_fullStr | Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection |
title_full_unstemmed | Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection |
title_short | Extended Multicriteria Group Decision Making with a Novel Aggregation Operator for Emergency Material Supplier Selection |
title_sort | extended multicriteria group decision making with a novel aggregation operator for emergency material supplier selection |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137439/ https://www.ncbi.nlm.nih.gov/pubmed/37190490 http://dx.doi.org/10.3390/e25040702 |
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