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Revision of non-monotonic theories

Some postulates and an application to logic programming

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Logics in Artificial Intelligence (JELIA 1994)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 838))

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Abstract

We present some revision systems for non-monotonic theories and we concentrate on the revision of logic programs whenever they are classically consistent, but do not have an acceptable (non-monotonic) model. The revision method we propose is to expand an original theory (program) in order to obtain an acceptable model.

We distinguish between weak revision, conservative revision and strong revision systems. These systems differ to the extent the revision affects the set of classical models of the original theory.

We then show that there exist weak, conservative and strong expansion systems for normal logic programs using the stable model semantics.

In particular, we present a strong expansion method which makes it possible to construct for an arbitrary (incoherent) normal logic program P a -classically- equivalent expanded program P′ such that P′ always has a stable model.

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Craig MacNish David Pearce Luís Moniz Pereira

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© 1994 Springer-Verlag Berlin Heidelberg

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Witteveen, C., van der Hoek, W., de Nivelle, H. (1994). Revision of non-monotonic theories. In: MacNish, C., Pearce, D., Pereira, L.M. (eds) Logics in Artificial Intelligence. JELIA 1994. Lecture Notes in Computer Science, vol 838. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0021969

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  • DOI: https://doi.org/10.1007/BFb0021969

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-58332-5

  • Online ISBN: 978-3-540-48657-2

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