The choquet integral with respect to a level dependent capacity

Salvatore Greco, B. Matarazzo, S. Giove

Research output: Contribution to journalArticlepeer-review

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 Sipos integral and the Cumulative Prospect Theory functional. We also show that many concepts such as Mobius transform, importance index, interaction index, k-order capacities and OWA operators, introduced in the research about Choquet integral, can be generalized in the considered context.
Original languageEnglish
Pages (from-to)1-35
Number of pages35
JournalFuzzy Sets and Systems
Volume175
Issue number1
DOIs
Publication statusPublished - 16 Jul 2011

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