4.7 Article

OWA operators with functional weights

Journal

FUZZY SETS AND SYSTEMS
Volume 414, Issue -, Pages 38-56

Publisher

ELSEVIER
DOI: 10.1016/j.fss.2020.06.013

Keywords

Aggregation function; Ordered weighted averaging; Functional weights; Decision making

Funding

  1. 2014-2020 ERDF Operational Programme
  2. State Research Agency (AEI) [TIN2016-76653-P, PID2019-108991GB-I00]
  3. Department of Economy, Knowledge, Business and University of the Regional Government of Andalusia [FEDER-UCA18-108612]
  4. European Cooperation in Science & Technology (COST) Action [CA17124]

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The paper introduces an extension of OWA operators allowing greater flexibility and the use of different types of OWA operators on the same dataset. Various interesting examples have been studied and a sufficient condition for ensuring the monotonicity of the new flexible operator has been presented.
OWA operators have been used in a lot of applications showing the great interest and applicability of these versatile operators. This paper introduces an extension of OWA operators allowing a greater level of flexibility. The new meta notion of OWA operator provides the use of different kind of OWA operators to the same dataset. Different interesting examples have been studied and a sufficient condition in order to ensure the monotonicity of the new flexible operator has been presented. ? 2020 Elsevier B.V. All rights reserved.

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