Exploiting Parallelism for Hard Problems in Abstract Argumentation: Technical Report
Federico Cerutti, Ilias Tachmazidis, Mauro Vallati, Sotiris Batsakis, Massimiliano Giacomin, Grigoris Antoniou · arXiv (Cornell University) · 2014
Abstract argumentation framework (\AFname) is a unifying framework able to encompass a variety of nonmonotonic reasoning approaches, logic programming and computational argumentation. Yet, efficient approaches for most of the decision and enumeration problems associated to \AFname s are missing, thus potentially limiting the efficacy of argumentation-based approaches in real domains. In this paper, we present an algorithm for enumerating the preferred extensions of abstract argumentation frameworks which exploits parallel computation. To this purpose, the SCC-recursive semantics definition schema is adopted, where extensions are defined at the level of specific sub-frameworks. The algorithm shows significant performance improvements in large frameworks, in terms of number of solutions found and speedup.