Representing Abstract Dialectical Frameworks with Binary Decision Diagrams

Stefan Ellmauthaler, Sarah A. Gaggl, Dominik Rusovac, Johannes Peter Wallner

Research output: Chapter in Book/Report/Conference proceedingConference paperpeer-review

Abstract

Abstract dialectical frameworks (ADFs) are a well-studied generalisation of the prominent argumentation frameworks due to Phan Minh Dung. In this paper we propose to use reduced ordered binary decision diagrams (roBDDs) as a suitable representation of the acceptance conditions of arguments within ADFs. We first show that computational complexity of reasoning on ADFs represented by roBDDs is milder than in the general case, with a drop of one level in the polynomial hierarchy. Furthermore, we present a framework to systematically define heuristics for search space exploitation, based on easily retrievable properties of roBDDs and the recently proposed approach of weighted faceted navigation for answer set programming. Finally, we present preliminary experiments of an implementation of our approach showing promise both when compared to state-of-the-art solvers and when developing heuristics for reasoning.
Original languageEnglish
Title of host publicationProceedings LPNMR
PublisherSpringer
Publication statusAccepted/In press - 2022
Event16th International Conference on Logic Programming and Non-monotonic Reasoning: LPNMR 2022 - Genova, Italy
Duration: 5 Sep 20228 Sep 2022
https://sites.google.com/view/lpnmr2022

Conference

Conference16th International Conference on Logic Programming and Non-monotonic Reasoning
Abbreviated titleLPNMR 2022
Country/TerritoryItaly
CityGenova
Period5/09/228/09/22
Internet address

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