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Improving Implementation of SAT Competitions 2017–2019 Winners

The results of annual SAT competitions are often viewed as the milestones showcasing the progress in SAT solvers. However, their competitive nature leads to the situation when the majority of this year’s solvers are based on previous year’s winner. And since the main focus is always on novelty, it m...

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Autor principal: Kochemazov, Stepan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7326534/
http://dx.doi.org/10.1007/978-3-030-51825-7_11
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author Kochemazov, Stepan
author_facet Kochemazov, Stepan
author_sort Kochemazov, Stepan
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description The results of annual SAT competitions are often viewed as the milestones showcasing the progress in SAT solvers. However, their competitive nature leads to the situation when the majority of this year’s solvers are based on previous year’s winner. And since the main focus is always on novelty, it means that there are times when some implementation details have a potential for improvement, but they are just inherited from solver to solver for several years in a row. In this study we propose small modifications of implementations of existing heuristics in several related SAT solvers. These modifications mostly consist in employing a deterministic strategy for switching between branching heuristics and in augmentations of the treatment of Tier2 and Core clauses. In our experiments we show that the proposed changes have a positive effect on solvers’ performance both individually and in combination with each other.
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spelling pubmed-73265342020-07-01 Improving Implementation of SAT Competitions 2017–2019 Winners Kochemazov, Stepan Theory and Applications of Satisfiability Testing – SAT 2020 Article The results of annual SAT competitions are often viewed as the milestones showcasing the progress in SAT solvers. However, their competitive nature leads to the situation when the majority of this year’s solvers are based on previous year’s winner. And since the main focus is always on novelty, it means that there are times when some implementation details have a potential for improvement, but they are just inherited from solver to solver for several years in a row. In this study we propose small modifications of implementations of existing heuristics in several related SAT solvers. These modifications mostly consist in employing a deterministic strategy for switching between branching heuristics and in augmentations of the treatment of Tier2 and Core clauses. In our experiments we show that the proposed changes have a positive effect on solvers’ performance both individually and in combination with each other. 2020-06-26 /pmc/articles/PMC7326534/ http://dx.doi.org/10.1007/978-3-030-51825-7_11 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Kochemazov, Stepan
Improving Implementation of SAT Competitions 2017–2019 Winners
title Improving Implementation of SAT Competitions 2017–2019 Winners
title_full Improving Implementation of SAT Competitions 2017–2019 Winners
title_fullStr Improving Implementation of SAT Competitions 2017–2019 Winners
title_full_unstemmed Improving Implementation of SAT Competitions 2017–2019 Winners
title_short Improving Implementation of SAT Competitions 2017–2019 Winners
title_sort improving implementation of sat competitions 2017–2019 winners
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7326534/
http://dx.doi.org/10.1007/978-3-030-51825-7_11
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