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On Forgetting Postulates in Answer Set Programming

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Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence. Special Track on Knowledge Representation and Reasoning. Pages 3076-3082.

Abstract

Forgetting is an important mechanism for logic-based agent systems. A recent interest has been in the desirable properties of forgetting in answer set programming (ASP)and their impact on the design of forgetting operators. It is known that some subsets of these propertiesare incompatible, i.e., they cannot be satisfied at the same time. In this paper, we are interested in the question onthe largest set Δ of pairs (Π, V), where Π is a logic program and V is a set of atoms, such that a forgetting operator exists that satisfies all the desirable properties for each (Π, V) in Δ. We answer this question positively by discovering the precise condition under which the knowledge forgetting, a well-established approach to forgetting in ASP, satisfies the property of strong persistence, which leads to a sufficient and necessary condition for a forgetting operator to satisfy all the desirable properties proposed in the literature. We explore computational complexities on checking the condition and present a syntactic characterization which can serve as the basis of computing knowledge forgetting in ASP.

Jian-Min Ji, Jia-Huai You, and Yisong Wang. 2015. On Forgetting Postulates in Answer Set Programming. In Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-15. IJCAI, 3076–3082. https://ijcai.org/proceedings/2015/434
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