Pythagorean Membership Grades, Complex Numbers, and Decision Making

被引:1122
作者
Yager, Ronald R. [1 ]
Abbasov, Ali M. [2 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10801 USA
[2] Minist Commun & Informat Technol Republ Azerbaija, AZ-1000 Baku, Azerbaijan
关键词
WEIGHTED GEOMETRIC OPERATOR; AGGREGATION OPERATORS; FUZZY-LOGIC; FUZZINESS; NEGATION;
D O I
10.1002/int.21584
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We describe the idea of Pythagorean membership grades and the related idea of Pythagorean fuzzy subsets. We focus on the negation and its relationship to the Pythagorean theorem. We look at the basic set operations for the case of Pythagorean fuzzy subsets. A relationship is shown between Pythagorean membership grades and complex numbers. We specifically show that Pythagorean membership grades are a subclass of complex numbers called -i numbers. We investigate operations that are closed under -i numbers. We consider the problem of multicriteria decision making with satisfactions expressed as Pythagorean membership grades, -i numbers. We look at the use of the geometric mean and ordered weighted geometric operator for aggregating criteria satisfaction.
引用
收藏
页码:436 / 452
页数:17
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