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Mixture functions and their monotonicity

journal contribution
posted on 2019-05-01, 00:00 authored by J Špirková, Gleb BeliakovGleb Beliakov, H Bustince, J Fernandez
We consider mixture functions, which are a type of weighted averages for which the corresponding weights are calculated by means of appropriate continuous functions of their inputs. In general, these mixture function need not be monotone increasing. For this reason we study sufficient conditions to ensure standard, weak and directional monotonicity for specific types of weighting functions. We also analyze directional monotonicity when differentiability is assumed.

History

Journal

Information sciences

Volume

481

Pagination

520 - 549

Publisher

Elsevier

Location

Amsterdam, The Netherlands

ISSN

0020-0255

Language

eng

Publication classification

C1 Refereed article in a scholarly journal

Copyright notice

2019, Elsevier Inc.

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