new class of functions for integrating weighting means and OWA operators

Llamazares Rodríguez, Bonifacio

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Título

new class of functions for integrating weighting means and OWA operators

Autor

Llamazares Rodríguez, Bonifacio

Año del Documento

2013

Editorial

Springer

Descripción

Producción Científica

Documento Fuente

C. Bielza, A. Salmerón, A. Alonso-Betanzos, J. I. Hidalgo, L. Martínez, A. Troncoso, E. Corchado, J. M. Corchado (Eds.), Advances in Artificial Intelligence, Lecture Notes in Computer Science, vol. 8109, p. 80–90, 2013

Abstract

In this paper we introduce the semi-uninorm based ordered weighted averaging (SUOWA) operators, a new class of aggregation functions that integrates weighted means and OWA operators. To do this we take into account that weighted means and OWA operators are particular cases of Choquet integrals. So, the capacities associated to SUOWA operators are defined by using the values of the capacities associated to these functions and idempotent semi-uninorms.

Palabras Clave

SUOWA operators

Choquet integral

ISBN

978-3-642-40642-3

Patrocinador

Ministry of Economy and Competitiveness (Project ECO2012-32178) and ERDF

Version del Editor

https://doi.org/10.1007/978-3-642-40643-0_9