Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6856435 | Information Sciences | 2018 | 30 Pages |
Abstract
In this paper, we present an approach to generalization of the discrete Choquet and Sugeno integrals. For the Choquet integral we replace the product operator joining the values of a capacity m of criteria sets and values of a score vector by a fusion function F satisfying some constraints, similarly as was already done for another form of the discrete Choquet integral by Mesiar et al. in [15]. For the Sugeno integral we use an analogous method of generalization replacing the minimum operator by a fusion function. The properties of the obtained functionals CFm and SFm are studied and some examples for particular capacity m and particular fusion function F are given.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
ĽubomÃra Horanská, Alexandra Å ipoÅ¡ová,