Polarised random k-SAT
Abstract
In this paper we study a variation of the random -SAT problem, called polarized random -SAT. In this model there is a polarization parameter , and in half of the clauses each variable occurs negated with probability and pure otherwise, while in the other half the probabilities are interchanged. For we get the classical random -SAT model, and at the other extreme we have the fully polarized model where , or . Here there are only two types of clauses: clauses where all variables occur pure, and clauses where all variables occur negated. That is, for we get an instance of random monotone -SAT. We show that the threshold of satisfiability does not decrease as moves away from and thus that the satisfiability threshold for polarized random -SAT is an upper bound on the threshold for random -SAT. In fact, we conjecture that asymptotically the two thresholds coincide.
Cite
@article{arxiv.2204.06615,
title = {Polarised random k-SAT},
author = {Joel Larsson Danielsson and Klas Markström},
journal= {arXiv preprint arXiv:2204.06615},
year = {2023}
}
Comments
Revised version. Figure added with simulation data