Gap theorems for robust satisfiability: Boolean CSPs and beyond

Lucy Ham

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arXiv · 1610.09574

Gap theorems for robust satisfiability: Boolean CSPs and beyond

Lucy Ham

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Abstract

A computational problem exhibits a "gap property" when there is no tractable boundary between two disjoint sets of instances. We establish a Gap Trichotomy Theorem for a family of constraint problem variants, completely classifying the complexity of possible ${\bf NP}$-hard gaps in the case of Boolean domains. As a consequence, we obtain a number of dichotomies for the complexity of specific variants of the constraint satisfaction problem: all are either polynomial-time tractable or $\mathbf{NP}$-complete. Schaefer's original dichotomy for $\textsf{SAT}$ variants is a notable particular case. Universal algebraic methods have been central to recent efforts in classifying the complexity of constraint satisfaction problems. A second contribution of the article is to develop aspects of the algebraic approach in the context of a number of variants of the constraint satisfaction problem. In particular, this allows us to lift our results on Boolean domains to many templates on non-Boolean domains.

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Lucy Ham. 2016-10-29. Gap theorems for robust satisfiability: Boolean CSPs and beyond. https://arxiv.org/abs/1610.09574

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