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Numerical integration for the Choquet integral
University of Skövde, School of Informatics. University of Skövde, The Informatics Research Centre. (Skövde Artificial Intelligence Lab (SAIL))ORCID iD: 0000-0002-0368-8037
Toho Gakuen, Naka, Kunitachi, Tokyo, Japan.
2016 (English)In: Information Fusion, ISSN 1566-2535, E-ISSN 1872-6305, Vol. 31, p. 137-145Article in journal (Refereed) Published
Abstract [en]

Choquet integrals with respect to non-additive (or fuzzy measures) have been used in a large number of applications because they permit us to integrate information from different sources when there are interactions. Successful applications use a discrete reference set. In the case of measures on a continuous reference set, as e.g. the real line, few results have been obtained that permit us to have an analytical expression of the integral. However, in most of the cases there is no such analytical expression. In this paper we describe how to perform the numerical integration of a Choquet integral with respect to a non-additive measure.

Place, publisher, year, edition, pages
Elsevier, 2016. Vol. 31, p. 137-145
Keywords [en]
Choquet integral, Numerical integration
National Category
Computer Systems
Research subject
Technology; Skövde Artificial Intelligence Lab (SAIL)
Identifiers
URN: urn:nbn:se:his:diva-13067DOI: 10.1016/j.inffus.2016.02.007ISI: 000373648800012Scopus ID: 2-s2.0-84959336348OAI: oai:DiVA.org:his-13067DiVA, id: diva2:1044080
Available from: 2016-11-01 Created: 2016-11-01 Last updated: 2018-03-28Bibliographically approved

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Torra, Vicenç

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