Multicriteria decision making based on intuitionistic fuzzy prioritized arithmetic mean

被引:1
作者
Wang, Weize [1 ]
Mendel, Jerry M. [2 ]
机构
[1] Guangxi Normal Univ, Sch Econ & Management, Guilin 541004, Peoples R China
[2] Univ Southern Calif, Ming Hsieh Dept Elect Engn, Los Angeles, CA USA
基金
中国国家自然科学基金;
关键词
Atanassov's intuitionistic fuzzy sets; aggregation operators; importance weights; multicriteria decision making; ukasiewicz triangular norm; VAGUE SET-THEORY; AGGREGATION OPERATORS;
D O I
10.1002/int.21976
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Atanassov's intuitionistic fuzzy sets (AIFSs), characterized by a membership function, a nonmembership function, and a hesitancy function, is a generalization of a fuzzy set. Various aggregation operators are defined for AIFSs to deal with multicriteria decision-making problems in which there exists a prioritization of criteria. However, these existing intuitionistic fuzzy prioritized aggregation operators are not monotone with respect to the total order on Atanassov's intuitionistic fuzzy values (AIFVs), which is undesirable. We propose an intuitionistic fuzzy prioritized arithmetic mean based on the ukasiewicz triangular norm, which is monotone with respect to the total order on AIFVs, and therefore is a true generalization of such operations. We give an example that a consumer selects a car to illustrate the validity and applicability of the proposed method aggregation operator.
引用
收藏
页码:1412 / 1425
页数:14
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