Complex neutrosophic set

被引:158
|
作者
Ali, Mumtaz [1 ]
Smarandache, Florentin [2 ]
机构
[1] Quaid i Azam Univ, Dept Math, Islamabad 45320, Pakistan
[2] Univ New Mexico, 705 Gurley Ave, Gallup, NM 87301 USA
来源
NEURAL COMPUTING & APPLICATIONS | 2017年 / 28卷 / 07期
关键词
Fuzzy set; Intuitionistic fuzzy set; Complex fuzzy set; Complex intuitionistic fuzzy set; Neutrosophic set; Complex neutrosophic set; CORRELATION-COEFFICIENT; FUZZY; SIMILARITY; ENTROPY;
D O I
10.1007/s00521-015-2154-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex fuzzy sets and complex intuitionistic fuzzy sets cannot handle imprecise, indeterminate, inconsistent, and incomplete information of periodic nature. To overcome this difficulty, we introduce complex neutrosophic set. A complex neutrosophic set is a neutrosophic set whose complex-valued truth membership function, complex-valued indeterminacy membership function, and complex-valued falsehood membership functions are the combination of real-valued truth amplitude term in association with phase term, real-valued indeterminate amplitude term with phase term, and real-valued false amplitude term with phase term, respectively. Complex neutrosophic set is an extension of the neutrosophic set. Further set theoretic operations such as complement, union, intersection, complex neutrosophic product, Cartesian product, distance measure, and delta-equalities of complex neutrosophic sets are studied here. A possible application of complex neutrosophic set is presented in this paper. Drawbacks and failure of the current methods are shown, and we also give a comparison of complex neutrosophic set to all such methods in this paper. We also showed in this paper the dominancy of complex neutrosophic set to all current methods through the graph.
引用
收藏
页码:1817 / 1834
页数:18
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