Default Logic and Bounded Treewidth

June 28, 2017 Β· Declared Dead Β· πŸ› Language and Automata Theory and Applications

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Authors Johannes K. Fichte, Markus Hecher, Irina Schindler arXiv ID 1706.09393 Category cs.AI: Artificial Intelligence Cross-listed cs.CC, cs.LO Citations 15 Venue Language and Automata Theory and Applications Last Checked 4 months ago
Abstract
In this paper, we study Reiter's propositional default logic when the treewidth of a certain graph representation (semi-primal graph) of the input theory is bounded. We establish a dynamic programming algorithm on tree decompositions that decides whether a theory has a consistent stable extension (Ext). Our algorithm can even be used to enumerate all generating defaults (ExtEnum) that lead to stable extensions. We show that our algorithm decides Ext in linear time in the input theory and triple exponential time in the treewidth (so-called fixed-parameter linear algorithm). Further, our algorithm solves ExtEnum with a pre-computation step that is linear in the input theory and triple exponential in the treewidth followed by a linear delay to output solutions.
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