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The Choquet integral with respect to a level dependent capacity

Authors :
Greco, Salvatore
Matarazzo, Benedetto
Giove, Silvio
Source :
Fuzzy Sets & Systems. Jul2011, Vol. 175 Issue 1, p1-35. 35p.
Publication Year :
2011

Abstract

Abstract: We present a generalization of Choquet integral in which the capacity depends also on the value of the aggregated variables. We show that as particular cases of our generalization of Choquet integral there are the Sugeno integral, the Šipoš integral and the Cumulative Prospect Theory functional. We also show that many concepts such as Möbius transform, importance index, interaction index, -order capacities and OWA operators, introduced in the research about Choquet integral, can be generalized in the considered context. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01650114
Volume :
175
Issue :
1
Database :
Academic Search Index
Journal :
Fuzzy Sets & Systems
Publication Type :
Academic Journal
Accession number :
60786660
Full Text :
https://doi.org/10.1016/j.fss.2011.03.012