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Axiomatizations of the discrete Choquet integral and extensions

Marichal, Jean-Luc; Couceiro, Miguel (2011), Axiomatizations of the discrete Choquet integral and extensions, in Mauris, G.; Montero, J.; Galichet, S., Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) et les rencontres francophones sur la Logique Floue et ses Applications (LFA-2011), Aix-les-Bains, France, July 18-22, 2011., European Society for Fuzzy Logic and Technology

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eusflatlfa2011_RS_3.pdf (1.280Mb)
Type
Communication / Conférence
Date
2011
Conference title
EUSFLAT/LFA 2011
Conference date
2011-07
Conference city
Aix les Bains
Conference country
France
Book title
Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-2011) et les rencontres francophones sur la Logique Floue et ses Applications (LFA-2011), Aix-les-Bains, France, July 18-22, 2011.
Book author
Mauris, G.; Montero, J.; Galichet, S.
Publisher
European Society for Fuzzy Logic and Technology
ISBN
978-90-78677-00-0
Number of pages
1097 p.
Metadata
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Author(s)
Marichal, Jean-Luc
Couceiro, Miguel
Abstract (EN)
Three important properties in aggregation theory are investigated, namely horizontal min-additivity, horizontal max-additivity, and comonotonic additivity, which are defined by certain relaxations of the Cauchy functional equation in several variables. We show that these properties are equivalent and we completely describe the functions characterized by them. By adding some regularity conditions, the latter functions coincide with the Lovász extensions vanishing at the origin, which subsume the discrete Choquet integrals. We also propose a simultaneous generalization of horizontal min-additivity and horizontal max-additivity, called horizontal medianadditivity, and we describe the corresponding function class. Additional conditions then reduce this class to that of symmetric Lovász extensions, which includes the discrete symmetric Choquet integrals.
Subjects / Keywords
horizontal additivity; comonotonic additivity; Cauchy equation; functional equation; Lovász extension; iscrete symmetric Choquet integral; discrete Choquet integral; Aggregation function

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