The median and its extensions


Autoria(s): Beliakov, Gleb; Bustince, Humberto; Fernandez, Javier
Data(s)

16/07/2011

Resumo

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.<br />

Identificador

http://hdl.handle.net/10536/DRO/DU:30035379

Idioma(s)

eng

Publicador

Elsevier BV

Relação

http://dro.deakin.edu.au/eserv/DU:30035379/beliakov-themedianand-2011.pdf

http://dx.doi.org/10.1016/j.fss.2011.01.002

http://www.sciencedirect.com/science?_ob=RedirectURL

Direitos

2011, Elsevier

Palavras-Chave #median #aggregation functions #means #OWA
Tipo

Journal Article