Multi-threshold Generation Method of Fuzzy Implications

被引:0
|
作者
Drygas, Pawel [1 ]
Krol, Anna [1 ]
Qin, Feng [2 ]
机构
[1] Univ Rzeszow, Inst Comp Sci, Rzeszow, Poland
[2] Jiangxi Normal Univ, Sch Math & Stat, Nanchang 330022, Jiangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
ORDINAL SUM;
D O I
10.1109/FUZZ52849.2023.10309743
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Fuzzy implication, as one of the connectives of fuzzy logic, is used in application solutions using fuzzy logic, e.g. in fuzzy approximate reasoning, in which there are various inference schemes used also in many fields such as decision making, expert systems and fuzzy control. For decades, research has been conducted on generating new families of fuzzy implications that could be used in applications. In this contribution, a method of constructing fuzzy implications from given ones, which is based on a concept provided by S. Massanet and J. Torrens in 2012 called threshold generation method is proposed. Properties of a fuzzy implication created in this way, depending on the properties of its generators, are examined. Some comparisons to existing methods of construction are presented.
引用
收藏
页数:6
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