Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783487539332513792 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6959144 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhangquan acompetitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT jiangkexin acompetitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT yanmanting acompetitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT majiyun acompetitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT zhangquan competitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT jiangkexin competitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT yanmanting competitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers AT majiyun competitivemultiattributegroupdecisionmakingapproachforthegamebetweenmanufacturers |