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Looking-ahead in backtracking algorithms for abstract argumentation
Institution:1. Computer Science Department, German Jordanian University, Jordan;2. Computer Science Department, University of Liverpool, United Kingdom
Abstract:We refine implemented backtracking algorithms for a number of problems related to Dung's argumentation frameworks. Under admissible, preferred, complete, stable, semi stable, and ideal semantics we add enhancements, what are so-called global looking-ahead pruning strategies, to the-state-of-the-art implementations of two problems. First, we tackle the extension enumeration problem: constructing some/all set(s) of acceptable arguments of a given argumentation framework. Second, we address the acceptance decision problem: deciding whether an argument is in some/all set(s) of accepted arguments of a given argumentation framework. The experiments that we report show that the speedup gain of the new enhancements is quite significant.
Keywords:Algorithms  Argumentation semantics  Argument-based reasoning
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