Generalized Orthopair Fuzzy Sets

被引:1369
|
作者
Yager, Ronald R. [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10805 USA
关键词
Dual of aggregation; intuitionistic sets; knowledge representation; non-standard fuzzy sets; Pythagorean fuzzy sets; PYTHAGOREAN MEMBERSHIP GRADES; MULTICRITERIA DECISION-MAKING; FUZZINESS; OPERATORS; NEGATION;
D O I
10.1109/TFUZZ.2016.2604005
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We note that orthopair fuzzy subsets are such that that their membership grades are pairs of values, from the unit interval, one indicating the degree of support for membership in the fuzzy set and the other support against membership. We discuss two examples, Atanassov's classic intuitionistic sets and a second kind of intuitionistic set called Pythagorean. We note that for classic intuitionistic sets the sum of the support for and against is bounded by one, while for the second kind, Pythagorean, the sum of the squares of the support for and against is bounded by one. Here we introduce a general class of these sets called q-rung orthopair fuzzy sets in which the sum of the qth power of the support for and the qth power of the support against is bonded by one. We note that as q increases the space of acceptable orthopairs increases and thus gives the user more freedom in expressing their belief about membership grade. We investigate various set operations as well as aggregation operations involving these types of sets.
引用
收藏
页码:1222 / 1230
页数:9
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