TitleChoquet integral based models for general approximation
Publication TypeConference Paper
Year of Publication2003
AuthorsNarukawa Y, Torra V
EditorAguiló I, Valverde L, M. Escrig T
Conference NameFrontiers in Artificial Intelligence and Applications
Volume100
PublisherIOS Press
Pagination39-50
Abstract

In this paper we study decision making models based on aggregation operators and, more specially, on Choquet integrals. The motivation of our work is to study the modeling capabilities of these operators and to build models that can approximate arbitrary functions. We describe and study two models that are universal approximators.