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On the extended set of weights of the OWA functions

journal contribution
posted on 2020-01-01, 00:00 authored by Gleb BeliakovGleb Beliakov, J Špirková, T Calvo
The paper offers an extension and generalization of the definitions of the weighted arithmetic mean WAM, the ordered weighted averaging function OWA and the discrete Choquet integral using not only positive but also negative weights. Negative weights are important in various contexts, including statistics and robust aggregation, and they directly affect the monotonicity of the mentioned functions. The paper offers insights into the extended WAM, OWA and Choquet integral-based averaging functions with respect to their directional monotonicity, and establish the systems of linear inequalities which define the cone of monotonicity of these functions.

History

Journal

International Journal of General Systems

Volume

49

Pagination

355-373

Location

Abingdon, Eng.

ISSN

0308-1079

eISSN

1563-5104

Language

English

Publication classification

C1 Refereed article in a scholarly journal

Issue

4

Publisher

TAYLOR & FRANCIS LTD