On Prioritized Multiple-Criteria Aggregation

被引:37
作者
Yager, Ronald R. [1 ]
机构
[1] Iona Coll, Inst Machine Intelligence, New Rochelle, NY 10805 USA
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2012年 / 42卷 / 05期
关键词
Aggregation operator; information fusion; integral aggregation; multiple criteria; DECISION-MAKING; OPERATORS; CHOQUET;
D O I
10.1109/TSMCB.2012.2189560
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 describe multicriteria aggregation and discuss its central role in many modern applications. The concept of aggregation imperative is introduced to indicate the description of how the individual criteria satisfactions should be combined to obtain the overall score. We focus on a particular type of aggregation imperative called prioritized aggregation that is characteristic of situations where lack of satisfaction to criteria denoted as higher priority cannot be compensated by increased satisfaction by those denoted as lower priority. We discuss two approaches to the formulation of this type of aggregation process. One of these uses the prioritized aggregation operator, and the second is based on an integral-type aggregation using a monotonic set measure to convey the prioritized imperative.
引用
收藏
页码:1297 / 1305
页数:9
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