Generalized dice similarity measures for complex q-Rung Orthopair fuzzy sets and its application

被引:36
作者
Garg, Harish [1 ]
Ali, Zeeshan [2 ]
Mahmood, Tahir [2 ]
机构
[1] Deemed Univ, Thapar Inst Engn & Technol, Sch Math, Patiala 147004, Punjab, India
[2] Int Islamic Univ, Dept Math & Stat, Islamabad, Pakistan
关键词
Complex q-Rung Orthopair fuzzy Sets; Dice similarity Measures; Generalized dice similarity measures; Medical diagnosis; DECISION-MAKING; AGGREGATION OPERATORS; TOPSIS; NUMBERS;
D O I
10.1007/s40747-020-00203-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex q-rung orthopair fuzzy set (Cq-ROFS) is an extension of Complex fuzzy set, intuitionistic fuzzy set, Pythagorean fuzzy set, to cope with complicated and inconsistence information in the environment of fuzzy set theory with a wider domain. In Cq-ROFS, each attribute is characterized by the degree of membership and non-membership degree over the unit-disc of the complex plan. Keeping the advantages of Cq-ROFSs, in this manuscript, we present a concept of the dice similarity and generalized dice similarity measures between the pairs of the sets. The basic axioms and properties are also stated. Further, we extend the proposed measures to weighted dice similarity measures and investigated their properties. The certain properties and the special cases of the proposed work are also derived. The applicability of the proposed measures is demonstrated with some numerical examples related to medical diagnoses and pattern recognition. The superiority and advantages of the measures over the existing ones are also illustrated with certain numerical examples.
引用
收藏
页码:667 / 686
页数:20
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