Grounding FO and FO(ID) with Bounds

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Grounding FO and FO(ID) with Bounds

Grounding is the task of reducing a first-order theory and finite domain to an equivalent propositional theory. It is used as preprocessing phase in many logic-based reasoning systems. Such systems provide a rich first-order input language to a user and can rely on efficient propositional solvers to perform the actual reasoning. Besides a first-order theory and finite domain, the input for grou...

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Grounding is the task of reducing a first-order theory to an equivalent propositional one. Typical grounders work on a sentence-by-sentence level, substituting variables by domain elements and simplifying where possible. In this work, we propose a method for reasoning on the first-order theory as a whole to optimize the grounding process. Concretely, we develop an algorithm that computes bounds...

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ژورنال

عنوان ژورنال: Journal of Artificial Intelligence Research

سال: 2010

ISSN: 1076-9757

DOI: 10.1613/jair.2980