Article ID Journal Published Year Pages File Type
390553 Fuzzy Sets and Systems 2011 35 Pages PDF
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, k-order capacities and OWA operators, introduced in the research about Choquet integral, can be generalized in the considered context.

Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence