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Beyond Core-Guided MaxSAT

Authors: Ilario Bonacina, Jordi Levy, and Ion Mikel Liberal


Abstract

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Ilario Bonacina, Jordi Levy, Ion Mikel Liberal. Beyond Core-Guided MaxSAT (Software, Source Code). Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2026)


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@misc{dagstuhl-artifact-26940,
   title = {{Beyond Core-Guided MaxSAT}}, 
   author = {Bonacina, Ilario and Levy, Jordi and Liberal, Ion Mikel},
   note = {Software, Funded by the AEI with the grant number PID2022-138506NB-C21 and PID2022-138506NB-C22., swhId: \href{https://archive.softwareheritage.org/swh:1:dir:a682af082413755925b3b91d4df82ca14d10dd84;origin=https://github.com/Equipomaxsat/Beyond-Core-Guided-MaxSAT;visit=swh:1:snp:ae9fe432cdfa7fb7d24662ab6f34462c70907109;anchor=swh:1:rev:86be1ce314f914700da85f8cc49af3c1e5fac77b}{\texttt{swh:1:dir:a682af082413755925b3b91d4df82ca14d10dd84}} (visited on 2026-07-16)},
   url = {https://github.com/Equipomaxsat/Beyond-Core-Guided-MaxSAT.git},
   doi = {10.4230/artifacts.26940},
}
Document
Beyond Core-Guided MaxSAT

Authors: Ilario Bonacina, Jordi Levy, and Ion Mikel Liberal

Published in: LIPIcs, Volume 377, 29th International Conference on Theory and Applications of Satisfiability Testing (SAT 2026)


Abstract
Several proof systems for MaxSAT have been proposed in the literature, including MaxSAT resolution and, more recently, systems based on polynomial calculus and tableaux. Although these systems are sound and complete and have varying strengths, they fail to capture the specific inferential strategies used by practical MaxSAT solvers, particularly those used in core-guided approaches. As a result, a formula that is hard to prove in these proof systems may not be hard for a solver, and vice versa. In this paper, we describe a new proof system for MaxSAT, the Comparator Calculus (CC), which models the inferential strategies used in core-guided MaxSAT solvers. Inspired by this formalism, we introduce two new MaxSAT algorithms: a core-guided one (CSimple) and one non-core-guided (CSat), which uses heuristics to construct new soft formulas and calls a SAT solver on a single soft formula. We also define a hybrid mechanism (core-guided CSat) that uses cores to guide the heuristics. We evaluate and compare our solvers with OLL on instances from the MaxSAT evaluation 2024, random 2-CNFs, and PHP formulas. Experimental results suggest that, in general, the performance of the different MaxSAT solvers depends on the structure of the instances. On the set of industrial instances of the MaxSAT Evaluation 2024, CSimple performs better than the others (including OLL).

Cite as

Ilario Bonacina, Jordi Levy, and Ion Mikel Liberal. Beyond Core-Guided MaxSAT. In 29th International Conference on Theory and Applications of Satisfiability Testing (SAT 2026). Leibniz International Proceedings in Informatics (LIPIcs), Volume 377, pp. 9:1-9:18, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2026)


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@InProceedings{bonacina_et_al:LIPIcs.SAT.2026.9,
  author =	{Bonacina, Ilario and Levy, Jordi and Liberal, Ion Mikel},
  title =	{{Beyond Core-Guided MaxSAT}},
  booktitle =	{29th International Conference on Theory and Applications of Satisfiability Testing (SAT 2026)},
  pages =	{9:1--9:18},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-431-4},
  ISSN =	{1868-8969},
  year =	{2026},
  volume =	{377},
  editor =	{Ignatiev, Alexey and Szeider, Stefan},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.SAT.2026.9},
  URN =		{urn:nbn:de:0030-drops-263154},
  doi =		{10.4230/LIPIcs.SAT.2026.9},
  annote =	{Keywords: MaxSAT, Proof Systems, Solvers, Optimization}
}
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