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Fusion devices and changes of belief

Domenii publicaţii > Stiinte ingineresti + Tipuri publicaţii > Articol în revistã ştiinţificã

Autori: V.E. Balas, E. Roventa, T. Spircu

Editorial: Guest Editors: Valentina E. Balas, Annamaria R. Varkonyi-Koczy, Janos Fodor, Publisher IOS Press, Nieuwe Hemweg 6B, 1013 BG Amsterdam, The Netherlands, Journal of Intelligent and Fuzzy Systems, Volume 19, Number 1 / 2008, p.9-18, 2008.

Rezumat:

After receiving a piece of evidence Π, intelligent agents adapt their belief state. Knowing the belief state of several sensor agents, a fusion agent forms its own belief state. A belief state (old or new) is characterized by numbers μ(A) attached to subsets A of the universe of worlds. (Usually μ(A) is interpreted as that part of the belief of an agent in the sentence „the actual world belongs to A” and not in any sentence „the actual world belongs to a strict subset of A”.)

In this paper we study how fusion agents treat changes of belief state of sensors. Two kinds of fusion are considered: the averaging by convex combination, and Dempster type conjunctive rules of combination. We establish that there is no coherent treatment, at the fusion agents’ level, that is compatible with both kinds of fusion. To deal with better detection, a mixed structure involving intermediate supervision agents is proposed.

Cuvinte cheie: Belief, imprecise reasoning, fusion

URL: http://iospress.metapress.com/content/06w4p26lj1765152/?p=e18bf8476e1c46f8ab3b91823585ccaa&pi=2