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Simple minimally unsatisfiable subsets of 2-CNFs

Oliver Kullmann Orcid Logo, Edward Clewer

Pages: 1 - 18

Swansea University Author: Oliver Kullmann Orcid Logo

Abstract

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...

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Published: arXiv.org 2026
Online Access: https://arxiv.org/abs/2603.10944
URI: https://cronfa.swan.ac.uk/Record/cronfa71622
Abstract: 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.
Keywords: minimal unsatisfiable subsets, polynomial time, 2-CNF, enumeration
College: Faculty of Science and Engineering
Start Page: 1
End Page: 18