Some Properties of Generalized Mixture Functions

被引:0
|
作者
Silva Farias, Antonio Diego [1 ]
Santiago, Regivan H. N. [2 ]
Bedregal, Benjamin [2 ]
机构
[1] Univ Fed Rio Grande Norte UFRN, Fed Rural Univ Semi Arid UFERSA, Dept Informat & Appl Math, Univ Campus Pau Ferros, BR-59072970 Natal, RN, Brazil
[2] Univ Fed Rio Grande do Norte, Dept Informat & Appl Math, BR-59072970 Natal, RN, Brazil
关键词
Aggregation functions; Averaging aggregations; OWA functions; Mixture functions; Generalized Mixture functions; OWA OPERATORS; AGGREGATION; INFORMATION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Generalized Mixture (GM) functions beyond to generalize the Mixture functions, also generalizes an important type of aggregation functions, called Ordered Weighted Averaging (OWA). An OWA is a parametrized average, it uses previously defined weights. A GM is also parametrized average, but with a not fixed predefined vector of weights. Whereas applications of OWA depends on the determination of the best vector of weights to be applied, the vector of weights for GM's is determined as a function of input arguments. In this paper we present the notion of GM, show some of their proprieties and build a way to create GM functions starting from any other function of the form: Theta : [0, 1](n) -> [0, 1].
引用
收藏
页码:288 / 293
页数:6
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