Generalized OWA Aggregation Operators

Generalized OWA Aggregation Operators
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DOI:
10.1023/b:fodm.0000013074.68765.97
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发表时间:
2004-03
影响因子:
4.7
通讯作者:
R. Yager
R. Yager
中科院分区:
计算机科学2区
文献类型:
--
作者:
R. Yager

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本文将有序加权平均(OWA)算子推广到广义OWA(GOWA)算子。这些运算符向OWA运算符添加了一个附加参数,用于控制参数值的幂。我们来看看这些操作符的一些特殊情况。一个重要的情况对应于广义平均和另一种特殊情况是有序加权几何算子。
We extend the ordered weighted averaging (OWA) operator to a provide a new class of operators called the generalized OWA (GOWA) operators. These operators add to the OWA operator an additional parameter controlling the power to which the argument values are raised. We look at some special cases of these operators. One important case corresponds to the generalized mean and another special case is the ordered weighted geometric operator.