Similarity preservation in default logic |
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Authors: | Rachel Ben-Eliyahu-Zohary Nissim Francez Michael Kaminski |
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Affiliation: | (1) Department of Communication Systems Engineering, Ben Gurion University of the Negev, P.O. Box 653, Beer Sheva, 84105, Israel;(2) Department of Computer Science, Technion –, Israel Institute of Technology, Haifa, 32000, Israel |
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Abstract: | The paper identifies a problem in default reasoning in Reiter’s Default Logic and related systems: elements which are similar given the axioms only, become distinguishable in extensions. We explain why, sometimes, this is considered undesirable. Two approaches are presented for guaranteeing similarity preservation: One approach formalizes a way of uniformly applying the defaults to all similar elements by introducing generic extensions, which depend only on similarity types of objects. According to the second approach, for a restricted class of default theories, a default theory is viewed as a “shorthand notation” to what is “really meant” by its formulation. In this approach we propose a rewriting of defaults in a form that guarantees similarity preservation of the modified theory. It turns out that the above two approaches yield the same result. This revised version was published online in June 2006 with corrections to the Cover Date. |
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