Complexity of Combinations of Qualitative Constraint Satisfaction Problems
Authors: Manuel Bodirsky and Johannes Greiner
Paper Information
Title: | Complexity of Combinations of Qualitative Constraint Satisfaction Problems |
Authors: | Manuel Bodirsky and Johannes Greiner |
Proceedings: | IJCAR Proceedings 9th IJCAR, 2018 |
Editors: | Stephan Schulz, Didier Galmiche and Roberto Sebastiani |
Keywords: | Complexity, Combination, Nelson-Oppen, Constraint Satisfaction Problem, CSP, First-order Theory, $\omega$-categorical, homogeneous |
Abstract: | ABSTRACT. The CSP of a first-order theory $T$ is the problem of deciding for a given finite set $S$ of atomic formulas whether $T \cup S$ is satisfiable. Let $T_1$ and $T_2$ be two theories with countably infinite models and disjoint signatures. Nelson and Oppen presented conditions that imply decidability (or polynomial-time decidability) of $\mathrm{CSP}(T_1 \cup T_2)$ under the assumption that $\mathrm{CSP}(T_1)$ and $\mathrm{CSP}(T_2)$ are decidable (or polynomial-time decidable). We show that for a large class of $\omega$-categorical theories $T_1, T_2$ the Nelson-Oppen conditions are not only sufficient, but also necessary for polynomial-time tractability of $\mathrm{CSP}(T_1 \cup T_2)$ (unless P=NP). |
Pages: | 16 |
Talk: | Jul 16 09:30 (Session 109D: Decidability & Complexity) |
Paper: |