RT info:eu-repo/semantics/article
T1 A Behavioral Analysis of WOWA and SUOWA Operators
A1 Llamazares Rodríguez, Bonifacio
K1 Matemáticas
K1 Operadores, Teoría de
AB Weighted ordered weighted averaging (WOWA) and semiuninorm-based ordered weighted averaging (SUOWA) operators are two families of aggregation functions that simultaneously generalize weighted means and OWA operators. Both families can be obtained by using the Choquet integral with respect to normalized capacities. Therefore, they are continuous, monotonic, idempotent, compensative, and homogeneous of degree 1 functions. Although both families fulfill good properties, there are situations where their behavior is quite different. The aim of this paper is to analyze both families of functions regarding some simple cases of weighting vectors, the capacities from which they are building, the weights affecting the components of each vector, and the values they return.
PB Wiley
SN 0884-8173
YR 2016
FD 2016
LK http://uvadoc.uva.es/handle/10324/21495
UL http://uvadoc.uva.es/handle/10324/21495
LA eng
NO International Journal of Intelligent Systems, 2016, vol. 31, p. 827–851
NO Producción Científica
DS UVaDOC
RD 25-nov-2024