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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...

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Detalles Bibliográficos
Autores principales: Liu, Ling, Zhu, Qiuyi, Yang, Dan, Liu, Sen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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