Non-Deterministic Approximation Fixpoint Theory and Its Application in Disjunctive Logic Programming

November 30, 2022 Β· Declared Dead Β· πŸ› Artificial Intelligence

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Authors Jesse Heyninck, Ofer Arieli, Bart Bogaerts arXiv ID 2211.17262 Category cs.AI: Artificial Intelligence Citations 9 Venue Artificial Intelligence Last Checked 4 months ago
Abstract
Approximation fixpoint theory (AFT) is an abstract and general algebraic framework for studying the semantics of nonmonotonic logics. It provides a unifying study of the semantics of different formalisms for nonmonotonic reasoning, such as logic programming, default logic and autoepistemic logic. In this paper, we extend AFT to dealing with non-deterministic constructs that allow to handle indefinite information, represented e.g. by disjunctive formulas. This is done by generalizing the main constructions and corresponding results of AFT to non-deterministic operators, whose ranges are sets of elements rather than single elements. The applicability and usefulness of this generalization is illustrated in the context of disjunctive logic programming.
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