An intuitionstic fuzzy factorial analysis model for multi-attribute decision-making under random environment

被引:11
|
作者
Chen, Xiaohong [1 ,2 ]
Li, Hui [1 ]
Tan, Chunqiao [1 ,3 ]
机构
[1] Cent S Univ, Sch Business, Changsha, Hunan, Peoples R China
[2] Hunan Univ Commerce, Key Lab Hunan Prov Mobile Intelligence, Changsha, Hunan, Peoples R China
[3] Nanjing Audit Univ, Sch Govt Audit, Nanjing, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
Multi-attribute decision-making; intuitionistic fuzzy factorial analysis; random intuitionistic fuzzy variable; random environment; GEOMETRIC AGGREGATION OPERATORS; INFORMATION; TODIM;
D O I
10.1080/01605682.2017.1421849
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In real multi-attribute decision-making problems, attributes are usually correlated and performances of alternatives are affected by random environmental factors. This paper proposes an intuitionistic fuzzy factorial analysis model for multi-attribute decision-making, where correlative phenomenon among attributes and random decision-making environment is considered. First, the measure of correlation coefficient for random intuitionistic fuzzy variables is introduced. Based on this measure, an intuitionistic fuzzy factorial analysis model is proposed under random environment. Then, the procedure and algorithm of random multi-attribute decision-making based on intuitionistic fuzzy factorial analysis model is given. Finally, two examples are discussed, and detailed comparisons are given to demonstrate the feasibility and validity of the proposed technique.
引用
收藏
页码:81 / 100
页数:20
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