n-Dimensional overlap functions

In this paper we introduce the definition of n-dimensional overlap functions and we justify the axiomatization proposed in its definition. Basically, these functions allow to measure the degree of overlapping of several classes in a given classification system and for any given object. We also show...

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Veröffentlicht in:Fuzzy sets and systems 2016-03, Vol.287, p.57-75
Hauptverfasser: Gómez, Daniel, Rodríguez, J. Tinguaro, Montero, Javier, Bustince, Humberto, Barrenechea, Edurne
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Sprache:eng
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Zusammenfassung:In this paper we introduce the definition of n-dimensional overlap functions and we justify the axiomatization proposed in its definition. Basically, these functions allow to measure the degree of overlapping of several classes in a given classification system and for any given object. We also show a construction method for this class of functions, studying its relationships with the properties of migrativity, homogeneity and Lipschitz continuity. Finally, we propose an example where the use of n-dimensional overlap functions provides better results than those obtained with the commonly used product t-norm.
ISSN:0165-0114
1872-6801
DOI:10.1016/j.fss.2014.11.023