Answer Set Searching with Weighted MaxSAT

This paper proposes a new non-native solver for Answer Set Programming (ASP) named maxmodels. It is based on translating logic normal programs into weighted MaxSAT clauses. We checked our proposal’s computational efficiency in the series of experiments on selected NP-hard optimization problems against the state-of-the-art ASP solvers dlv, clingo, and smodels. Our findings indicate that maxmodels outperforms other solvers in certain problems while also being competitive in others.

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Publication Details

Journal
Procedia Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procs.2025.09.351
Primary Topic
Logic, Reasoning, and Knowledge
Type
article
Field-Weighted Citation Impact
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article

Answer Set Searching with Weighted MaxSAT

Wojciech Wieczorek, Arkadiusz Nowakowski, Łukasz Strąk
Procedia Computer Science
Logic, Reasoning, and Knowledge
article

Answer Set Searching with Weighted MaxSAT

Wojciech Wieczorek, Arkadiusz Nowakowski, Łukasz Strąk
article en

Abstract

This paper proposes a new non-native solver for Answer Set Programming (ASP) named maxmodels. It is based on translating logic normal programs into weighted MaxSAT clauses. We checked our proposal’s computational efficiency in the series of experiments on selected NP-hard optimization problems against the state-of-the-art ASP solvers dlv, clingo, and smodels. Our findings indicate that maxmodels outperforms other solvers in certain problems while also being competitive in others.

Procedia Computer ScienceVol. 270
University of Bielsko-Biała (PL), University of Silesia in Katowice (PL)
Openalex Percentile: Top 83%
Logic, Reasoning, and Knowledge
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