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Finite Approximations of Predicate Circumscription

Kazuhiko OOTA, Koji IWANUMA

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Summary :

Predicate Circumscription is a fundamental formalization of common sense reasoning. In this paper, we study a new approximation formula of it. In our previous works, we investigated Lifschitz's pointwise circumscription and its generalization, which functions as a finite approximation to predicate circumscription in the first-order framework. In this paper, at first, we study the ability of the generalized pointwise circumscription more closely, and give a simple example which shows that it cannot be complete even when a minimized predicate has only finite extension on the minimal models. Next, we introduce a new approximation formula, called finite constructive circumscription, in order to overcome that limitation. Finally, we compare expressive power of the two approximation methods with of predicate circumscription schema, and propose a open problem that should be solved to clarify that the completeness of predicate circumscription schema with respect to minimal model semantics.

Publication
IEICE TRANSACTIONS on Information Vol.E82-D No.2 pp.475-479
Publication Date
1999/02/25
Publicized
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DOI
Type of Manuscript
PAPER
Category
Artificial Intelligence and Cognitive Science

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