A Topological Version of Schaefer's Dichotomy Theorem
Abstract
Schaefer's dichotomy theorem [Schaefer, STOC'78] states that a boolean constraint satisfaction problem (CSP) is polynomial-time solvable if one of six given conditions holds for every type of constraint allowed in its instances. Otherwise, it is NP-complete. In this paper, we analyze boolean CSPs in terms of their topological complexity, instead of their computational complexity. We attach a natural topological space to the set of solutions of a boolean CSP and introduce the notion of projection-universality. We prove that a boolean CSP is projection-universal if and only if it is categorized as NP-complete by Schaefer's dichotomy theorem, showing that the dichotomy translates exactly from computational to topological complexity. We show a similar dichotomy for SAT variants and homotopy-universality.
Cite
@article{arxiv.2307.03446,
title = {A Topological Version of Schaefer's Dichotomy Theorem},
author = {Patrick Schnider and Simon Weber},
journal= {arXiv preprint arXiv:2307.03446},
year = {2023}
}
Comments
18 pages, 1 figure