Fusion of imprecise, uncertain, and conflicting beliefs with DSm rules of combination

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In this paper one studies, within Dezert-Smarandache Theory (DSmT), the case when the sources of information provide imprecise belief functions/masses, and we generalize the DSm rules of combination (classic or hybrid rules) from scalar fusion to sub-unitary interval fusion and, more general, to any set of sub-unitary interval fusion. This work generalizes previous works available in literature which appear limited to IBS (Interval-valued belief structures) in the Transferable Belief Model framework. Numerical didactic examples of these new DSm fusion rules for dealing with imprecise information are also presented.
13 pages, 11 tables

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General Mathematics, 68T37, 94A15, 94A17, 68T40

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http://salesiana.dossiersoluciones.com/handle/123456789/99262

Consulte el texto completo en el siguiente enlace:

https://arxiv.org/abs/math/0404305
 http://arxiv.org/abs/math/0404305
 Presented at University Sekolah Tinggi Informatika & Komputer Indonesia, Malang, Indonesia, May 20, 2006, and University Kristen Satya Wacana, Salatiga, Indonesia, May 24, 2006.

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arXiv