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A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers

Under the competitive market environment, the game between manufacturers comes down to the competitive multiattribute group decision-making problem. In this study, the evaluation information of experts is given in the form of 2-dimension 2-tuple linguistic variables, and an approach is proposed for...

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Detalles Bibliográficos
Autores principales: Zhang, Quan, Jiang, KeXin, Yan, ManTing, Ma, JiYun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6959144/
https://www.ncbi.nlm.nih.gov/pubmed/31975990
http://dx.doi.org/10.1155/2019/8389035
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author Zhang, Quan
Jiang, KeXin
Yan, ManTing
Ma, JiYun
author_facet Zhang, Quan
Jiang, KeXin
Yan, ManTing
Ma, JiYun
author_sort Zhang, Quan
collection PubMed
description Under the competitive market environment, the game between manufacturers comes down to the competitive multiattribute group decision-making problem. In this study, the evaluation information of experts is given in the form of 2-dimension 2-tuple linguistic variables, and an approach is proposed for the competitive multiattribute group decision-making problem based on game theory and evidence theory. Firstly, based on the evidence theory, the attribute values of each situation are obtained by aggregating the 2-dimension 2-tuple linguistic evaluation information given by experts. Secondly, according to the attribute values of every situation, the evidence theory is applied for the second aggregation to obtain the overall values of every situation, and then the game matrix of competitive multiattribute group decision problem is formed. Then, according to the bivariate game matrix, the Nash equilibrium point of competitive multiattribute group decision-making problem is determined based on game theory. Finally, a practical case about the alternative selections for a duopoly problem is used to illustrate the effectiveness and applicability of the proposed approach for the competitive multiattribute group decision-making problem.
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spelling pubmed-69591442020-01-23 A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers Zhang, Quan Jiang, KeXin Yan, ManTing Ma, JiYun Comput Intell Neurosci Research Article Under the competitive market environment, the game between manufacturers comes down to the competitive multiattribute group decision-making problem. In this study, the evaluation information of experts is given in the form of 2-dimension 2-tuple linguistic variables, and an approach is proposed for the competitive multiattribute group decision-making problem based on game theory and evidence theory. Firstly, based on the evidence theory, the attribute values of each situation are obtained by aggregating the 2-dimension 2-tuple linguistic evaluation information given by experts. Secondly, according to the attribute values of every situation, the evidence theory is applied for the second aggregation to obtain the overall values of every situation, and then the game matrix of competitive multiattribute group decision problem is formed. Then, according to the bivariate game matrix, the Nash equilibrium point of competitive multiattribute group decision-making problem is determined based on game theory. Finally, a practical case about the alternative selections for a duopoly problem is used to illustrate the effectiveness and applicability of the proposed approach for the competitive multiattribute group decision-making problem. Hindawi 2019-11-11 /pmc/articles/PMC6959144/ /pubmed/31975990 http://dx.doi.org/10.1155/2019/8389035 Text en Copyright © 2019 Quan Zhang et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zhang, Quan
Jiang, KeXin
Yan, ManTing
Ma, JiYun
A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers
title A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers
title_full A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers
title_fullStr A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers
title_full_unstemmed A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers
title_short A Competitive Multiattribute Group Decision-Making Approach for the Game between Manufacturers
title_sort competitive multiattribute group decision-making approach for the game between manufacturers
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6959144/
https://www.ncbi.nlm.nih.gov/pubmed/31975990
http://dx.doi.org/10.1155/2019/8389035
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