This article proposes a solution to the problem of obtaining plausibility information, which is necessary to perform belief revision: given a sequence of revisions, together with their results, derive a possible initial order that has generated them; this is different from the usual assumption of starting from an all-equal initial order and modifying it by a sequence of revisions. Four semantics for iterated revision are considered: natural, restrained, lexicographic and reinforcement. For each, a necessary and sufficient condition to the existence of an order generating a given history of revisions and results is proved. Complexity is proved coNP complete in all cases but one (reinforcement revision with unbounded sequence length).

Revision by History / Liberatore, Paolo. - In: THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH. - ISSN 1076-9757. - ELETTRONICO. - 52:(2015), pp. 287-329. [10.1613/jair.4608]

Revision by History

LIBERATORE, Paolo
2015

Abstract

This article proposes a solution to the problem of obtaining plausibility information, which is necessary to perform belief revision: given a sequence of revisions, together with their results, derive a possible initial order that has generated them; this is different from the usual assumption of starting from an all-equal initial order and modifying it by a sequence of revisions. Four semantics for iterated revision are considered: natural, restrained, lexicographic and reinforcement. For each, a necessary and sufficient condition to the existence of an order generating a given history of revisions and results is proved. Complexity is proved coNP complete in all cases but one (reinforcement revision with unbounded sequence length).
2015
Belief revision; Sequence lengths; Usual assumptions
01 Pubblicazione su rivista::01g Articolo di rassegna (Review)
Revision by History / Liberatore, Paolo. - In: THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH. - ISSN 1076-9757. - ELETTRONICO. - 52:(2015), pp. 287-329. [10.1613/jair.4608]
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/778421
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