2024-03-29T00:48:00Zhttps://uvadoc.uva.es/oai/requestoai:uvadoc.uva.es:10324/215132021-06-23T10:06:04Zcom_10324_1146com_10324_931com_10324_894col_10324_1262
Constructing Choquet integral-based operators that generalize weighted means and OWA operators
Llamazares Rodríguez, Bonifacio
Matemáticas
Operadores, Teoría de
Producción Científica
In this paper we introduce the semi-uninorm based ordered weighted averaging (SUOWA) operators, a new class of aggregation functions that, as WOWA operators, simultaneously generalize weighted means and OWA operators. To do this we take into account that weighted means and OWA operators are particular cases of Choquet integral. So, SUOWA operators are Choquet integral-based operators where their capacities are constructed by using semi-uninorms and the values of the capacities associated to the weighted means and the OWA operators. We also show some interesting properties of these new operators and provide examples showing that SUOWA and WOWA operators are different classes of aggregation operators.
2016-12-11T20:09:49Z
2016-12-11T20:09:49Z
2015
info:eu-repo/semantics/article
Information Fusion, 2015, vol 23, p.131–138
1566-2535
http://uvadoc.uva.es/handle/10324/21513
http://dx.doi.org/10.1016/j.inffus.2014.06.003
131
238
Information Fusion
23
eng
http://www.sciencedirect.com
info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/
Attribution-NonCommercial-NoDerivatives 4.0 International
Elsevier
SI