Simple minimally unsatisfiable subsets of 2-CNFs

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Hauptverfasser: Kullmann, Oliver, Clewer, Edward
Format: Preprint
Veröffentlicht: 2026
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author Kullmann, Oliver
Clewer, Edward
author_facet Kullmann, Oliver
Clewer, Edward
contents We present a study of minimal unsatisfiable subsets (MUSs) of 2-CNF Boolean formulas, building on the Abbasizanjani-Kullmann classification of minimally unsatisfiable 2-CNFs (2-MUs). We start by giving a linear-time procedure for recognising 2-MUs. Then we study the problem of finding one simple MUS. On the one hand we extend the results by Kleine Buening et al, which showed NP-completeness of the decision, whether a deficiency-1 MUS exists. On the other hand we show that deciding/finding an MUS containing one or two unit-clauses (which are special deficiency-1 MUSs) can be done in polynomial time. Finally we present an incremental polynomial time algorithm for some special type of MUSs, namely those MUSs containing at least one unit-clause. We conclude by discussing the main open problem, developing a deeper understanding of the landscape of easy/hard MUSs of 2-CNFs.
format Preprint
id arxiv_https___arxiv_org_abs_2603_10944
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Simple minimally unsatisfiable subsets of 2-CNFs
Kullmann, Oliver
Clewer, Edward
Data Structures and Algorithms
68Q25
F.2.2
We present a study of minimal unsatisfiable subsets (MUSs) of 2-CNF Boolean formulas, building on the Abbasizanjani-Kullmann classification of minimally unsatisfiable 2-CNFs (2-MUs). We start by giving a linear-time procedure for recognising 2-MUs. Then we study the problem of finding one simple MUS. On the one hand we extend the results by Kleine Buening et al, which showed NP-completeness of the decision, whether a deficiency-1 MUS exists. On the other hand we show that deciding/finding an MUS containing one or two unit-clauses (which are special deficiency-1 MUSs) can be done in polynomial time. Finally we present an incremental polynomial time algorithm for some special type of MUSs, namely those MUSs containing at least one unit-clause. We conclude by discussing the main open problem, developing a deeper understanding of the landscape of easy/hard MUSs of 2-CNFs.
title Simple minimally unsatisfiable subsets of 2-CNFs
topic Data Structures and Algorithms
68Q25
F.2.2
url https://arxiv.org/abs/2603.10944