Affiliation:
1. Department of Computer Science, University of Oxford, Oxford, United Kingdom
Abstract
While 3-SAT is NP-hard, 2-SAT is solvable in polynomial time. Austrin et al. [SICOMP’17] proved a result known as “(2+ɛ)-SAT is NP-hard.” They showed that the problem of distinguishing
k
-CNF formulas that are
g
-satisfiable (i.e., some assignment satisfies at least
g
literals in every clause) from those that are not even 1-satisfiable is NP-hard if
g/k
< 1/2 and is in P otherwise. We study a generalisation of SAT on arbitrary finite domains, with clauses that are disjunctions of unary constraints, and establish analogous behaviour. Thus, we give a dichotomy for a natural fragment of
promise constraint satisfaction problems
(
PCSPs
) on arbitrary finite domains.
The hardness side is proved using the algebraic approach via a new general NP-hardness criterion on polymorphisms, which is based on a gap version of the Layered Label Cover problem. We show that previously used criteria are insufficient—the problem hence gives an interesting benchmark of algebraic techniques for proving hardness of approximation in problems such as PCSPs.
Funder
Royal Society Enhancement Award
NSERC PGS Doctoral Award
Royal Society University Research Fellowship
European Research Council (ERC) under the European Union’s Horizon 2020
Publisher
Association for Computing Machinery (ACM)
Subject
Computational Theory and Mathematics,Theoretical Computer Science
Cited by
13 articles.
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1. On the Complexity of Symmetric vs. Functional PCSPs;ACM Transactions on Algorithms;2024-08-05
2. Injective hardness condition for PCSPs;Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science;2024-07-08
3. Local consistency as a reduction between constraint satisfaction problems;Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science;2024-07-08
4. 1-in-3 vs. Not-All-Equal: Dichotomy of a broken promise;Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science;2024-07-08
5. Boolean symmetric vs. functional PCSP dichotomy;2023 38th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS);2023-06-26