Some q-rung orthopair trapezoidal fuzzy linguistic hamacher aggregation operators and their applications

被引:9
作者
Du, Yuqin [1 ]
Ren, Weijia [2 ,3 ]
Du, Yuhong [2 ,3 ]
Hou, Fujun [4 ]
机构
[1] Univ Chinese Acad Social Sci, Sch Econ, Beijing, Peoples R China
[2] Tiangong Univ, Tianjin, Peoples R China
[3] Tianjin Key Lab Modern Mech & Elect Equipment Tec, Tianjin, Peoples R China
[4] Beijing Inst Technol, Sch Management & Econ, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
The q-rung trapezoidal fuzzy linguistic set; multi-attribute decision making; Hamacher operator; application;
D O I
10.3233/JIFS-210056
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A Hamacher operator in a q-rung orthopair trapezoidal fuzzy linguistic environment is studied based on the definition of the q-rung orthopair fuzzy set and the Hamacher aggregation operator. First, we define a newfuzzy variable called q-rung orthopair trapezoidal fuzzy linguistic sets, and the operational laws, score function, accuracy function, comparison rules, and distance measures of the IVPFLVS are defined. Second, based on the Hamacher operator and the q-rung orthopair trapezoidal fuzzy linguistic sets, we propose several q-rung trapezoidal fuzzy linguistic Hamacher operator information aggregation operators, such as the generalized q-rung orthopair trapezoidal fuzzy linguistic Hamacher weighted averaging (q-GROTrFLHWA) operator, and the generalized q-rung orthopair trapezoidal fuzzy linguistic Hamacher weighted geometric (q-GROTrFLHWG) operator. Third, some desirable properties of the correlation operators, such as idempotency, boundedness, and monotonicity are discussed. Finally, there are two group decision schemes based on q-rung orthopair trapezoidal fuzzy information with known attribute weights. The decision-making scheme is applied to the evaluation of school teaching quality, and the practicability and effectiveness of the scheme are demonstrated by different methods.
引用
收藏
页码:6285 / 6302
页数:18
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