OWA aggregation over a continuous interval argument with applications to decision making

被引:346
作者
Yager, RR [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10801 USA
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2004年 / 34卷 / 05期
关键词
aggregation; OWA operator; uncertainty;
D O I
10.1109/TSMCB.2004.831154
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We briefly describe the ordered Weighted average (OWA) operator. We discuss its role in decision making under uncertainty. We provide an extension of the OWA operator to the case in which our argument is a continuous valued interval rather than a finite set of values. We look at some examples of this type of aggregation. We show how it can be used in some tasks that arise in decision making. We consider the extension of the continuous interval argument OWA operator to the more general case in which the argument values have importance weights. We use this to introduce the idea of an attitudinal-based expected value associated with a continuous random variable.
引用
收藏
页码:1952 / 1963
页数:12
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