4.1 Article

The power average operator

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/3468.983429

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aggregation operator; averaging; data mining; information fusion

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We introduce the power average to provide an aggregation operator which allows argument values to support each other in the aggregation process. The properties of this operator are described. We discuss the idea of a power median. We introduce some possible formulations for the support function used in the power average. We extend the facility of empowerment, supported aggregation, to a wider class of mean operators such as the OWA and generalized mean.

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