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An approximate approach to belief revision

Articolo
Data di Pubblicazione:
2012
Abstract:
It is well known that the computational complexity of propositional knowledge base revision is at the second level of polynomial hierarchy. A way to solve this kind of problems is to introduce approximate algorithms. In this paper, an approximate approach is introduced for belief change. Operators, which satisfy
the AGM rational postulates, are defined to change belief sets or belief bases. Fur thermore, approximate algorithms to implement the revision of finite belief bases are presented. The time complexities of the approximate algorithms shown in this paper
are at lower level than the time complexities of the existed approaches in literature, although they may not generate the optimal solution, and this is meaningful from the theoretical point of view.
Tipologia CRIS:
1.1 Articolo in rivista
Keywords:
abduction; logic; reasoning
Elenco autori:
L., Shangmin; D., Guozhong; Magnani, Lorenzo
Autori di Ateneo:
MAGNANI LORENZO
Link alla scheda completa:
https://iris.unipv.it/handle/11571/223446
Pubblicato in:
LOGIC JOURNAL OF THE IGPL
Journal
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