Article ID Journal Published Year Pages File Type
390554 Fuzzy Sets and Systems 2011 12 Pages PDF
Abstract

We review various representations of the median and related aggregation functions. An advantage of the median is that it discards extreme values of the inputs, and hence exhibits a better central tendency than the arithmetic mean. However, the value of the median depends on only one or two central inputs. Our aim is to design median-like aggregation functions whose value depends on several central inputs. Such functions will preserve the stability of the median against extreme values, but will take more inputs into account. A method based on graduation curves is presented.

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Physical Sciences and Engineering Computer Science Artificial Intelligence