Continuous interval-valued Pythagorean fuzzy aggregation operators for multiple attribute group decision making

被引:28
|
作者
Wang, Lei [1 ]
Li, Na [1 ,2 ]
机构
[1] Liaoning Tech Univ, Dept Basic Teaching, Huludao 125105, Liaoning, Peoples R China
[2] Liaoning Tech Univ, Coll Sci, Fuxin, Peoples R China
基金
中国国家自然科学基金;
关键词
Continuous interval-valued Pythagorean fuzzy ordered weighted quadratic averaging (C-IVPFOWQA) operator; weighted C-IVPFOWQA operator; ordered weighted C-IVPFOWQA operator; hybrid C-IVPFOWQA operator; multiple attribute group decision making; IMPROVED SCORE FUNCTION; ACCURACY FUNCTION; OPERATIONAL LAWS; ENTROPY; SETS;
D O I
10.3233/JIFS-182570
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The interval-valued Pythagorean fuzzy set (IVPFS), as a new generalization of Pythagorean fuzzy set, which can be used to model complex uncertainty in the real multiple attribute group decision making (MAGDM) problems. This paper aims to develop some new operators for dealing with MAGDM issue with interval-valued Pythagorean fuzzy information, such as continuous interval-valued Pythagorean fuzzy ordered weighted quadratic averaging (C-IVPFOWQA) operator, weighted C-IVPFOWQA operator, ordered weighted C-IVPFOWQA operator and hybrid C-IVPFOWQA operator. The proposed operators not only improve the accuracy of decision making but also can reflect the decision makers' risk preferences. Additionally, some desirable properties and special cases of these operators are investigated in detail. Later, we present a MAGDM method based on the hybrid C-IVPFOWQA operator. Finally, a numerical example is presented to illustrate the proposed method and comparison analysis is given to demonstrate the practicality and effectiveness.
引用
收藏
页码:6245 / 6263
页数:19
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