On Functions Derived from Fuzzy Implications

被引:1
作者
Grzegorzewski, Przemyslaw [1 ,2 ]
机构
[1] Polish Acad Sci, Syst Res Inst, Newelska 6, PL-01447 Warsaw, Poland
[2] Warsaw Univ Technol, Fac Math & Comp Sci, Koszykowa 75, PL-00662 Warsaw, Poland
来源
INFORMATION PROCESSING AND MANAGEMENT OF UNCERTAINTY IN KNOWLEDGE-BASED SYSTEMS, IPMU 2016, PT I | 2016年 / 610卷
关键词
Copula; Fuzzy implication; Probabilistic implication; Spearman's rho; Diagonal section; Quasi-copula; Semi-copula; PROBABILISTIC IMPLICATIONS; S-IMPLICATIONS;
D O I
10.1007/978-3-319-40596-4_36
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, fuzzy implications based on copulas, i.e. probabilistic implications and probabilistic S-implications, were introduced and their properties were explored. However, the reverse problem of copulas derived from fuzzy implications, suggested by Massanet et al. [11,12], is also of interest. In the paper we consider geometric properties of those fuzzy implications that generate copulas. Moreover, we consider the reverse problem for some generalizations of copulas like quasi-copulas and semi-copulas.
引用
收藏
页码:423 / 434
页数:12
相关论文
共 13 条
[11]  
Massanet S., 2015, P 8 INT SUMM SCH AGG, P181
[12]   On two construction methods of copulas from fuzzy implication functions [J].
Massanet S. ;
Ruiz-Aguilera D. ;
Torrens J. .
Progress in Artificial Intelligence, 2016, 5 (01) :1-14
[13]  
Nelsen R. B., 2006, An introduction to copulas