Multi-attribute Grey Relational Similarity Measure Evaluation Method for Weapon System Performance Based on Entropy-weight

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	Multi-attribute Grey Relational Similarity Measure Evaluation Method for Weapon System Performance Based on Entropy-weight
	Yang, Wenguang 1; Wu, Yunjie 2; Wang, Shu 3
	2021
发表期刊	JOURNAL OF GREY SYSTEM
ISSN	0957-3720
卷号	33 期号:2 页码:1-13
摘要	In the current study, based on grey relational similarity measure and entropy-weight, a comprehensive grey relational similarity measure method for multi-attribute decision making (MADM) problem to evaluate the alternatives has been proposed. A new algorithm based on the same attribute value's comparison and different attribute value's synthesis for the MADM problems is also established. In this algorithm, the ideal attribute values are selected according to attribute properties. Later, the grey relational similarity measure method is used to calculate the grey value between the attribute value and the ideal attribute value in the same attribute. To compare the alternatives, the entropy-weight method is applied to determine the weights for different attributes objectively. Finally, we take the multi-attribute weapon system problem as an example to illustrate the effectiveness and validity of the proposed method. The example verification results show that the method constructed in this paper has higher credibility, and the rank reversal problem has also passed the test.
关键词	Multi-attribute Decision Making Grey Relational Similarity Measure Entropy-weight Evaluation Weapon System Rank Reversal
收录类别	SCI
语种	英语
资助项目	Natural Science Foundation of China[11801173] ; Natural Science Foundation of China[11702094] ; Key Discipline of Probability theory and Mathematical Statistics of North China Institute of Science and Technology[06DV09]
WOS研究方向	Mathematics
WOS类目	Mathematics, Interdisciplinary Applications
WOS记录号	WOS:000742881000001
出版者	RESEARCH INFORMATION LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/59921
专题	中国科学院数学与系统科学研究院
通讯作者	Yang, Wenguang
作者单位	1.North China Inst Sci & Technol, Coll Sci, Beijing 101601, Peoples R China 2.Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China 3.Chinese Acad Sci, State Key Lab Sci & Engn Comp, Inst Computat Math & Sci Engn Comp, Acad Math & Syst Sci, Beijing 100190, Peoples R China
推荐引用方式 GB/T 7714	Yang, Wenguang,Wu, Yunjie,Wang, Shu. Multi-attribute Grey Relational Similarity Measure Evaluation Method for Weapon System Performance Based on Entropy-weight[J]. JOURNAL OF GREY SYSTEM,2021,33(2):1-13.
APA	Yang, Wenguang,Wu, Yunjie,&Wang, Shu.(2021).Multi-attribute Grey Relational Similarity Measure Evaluation Method for Weapon System Performance Based on Entropy-weight.JOURNAL OF GREY SYSTEM,33(2),1-13.
MLA	Yang, Wenguang,et al."Multi-attribute Grey Relational Similarity Measure Evaluation Method for Weapon System Performance Based on Entropy-weight".JOURNAL OF GREY SYSTEM 33.2(2021):1-13.