On the Descriptive Complexity of Temporal Constraint Satisfaction Problems

Manuel Bodirsky; Jakub Rydval

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arXiv · 2002.09451

On the Descriptive Complexity of Temporal Constraint Satisfaction Problems

Manuel Bodirsky·Jakub Rydval

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Abstract

Finite-domain constraint satisfaction problems are either solvable by Datalog, or not even expressible in fixed-point logic with counting. The border between the two regimes coincides with an important dichotomy in universal algebra; in particular, the border can be described by a strong height-one Maltsev condition. For infinite-domain CSPs, the situation is more complicated even if the template structure of the CSP is model-theoretically tame. We prove that there is no Maltsev condition that characterizes Datalog already for the CSPs of first-order reducts of (Q;<); such CSPs are called temporal CSPs and are of fundamental importance in infinite-domain constraint satisfaction. Our main result is a complete classification of temporal CSPs that can be expressed in one of the following logical formalisms: Datalog, fixed-point logic (with or without counting), or fixed-point logic with the Boolean rank operator. The classification shows that many of the equivalent conditions in the finite fail to capture expressibility in Datalog or fixed-point logic already for temporal CSPs.

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BibTeX RIS

Manuel Bodirsky, Jakub Rydval. 2022-06-07. On the Descriptive Complexity of Temporal Constraint Satisfaction Problems. https://arxiv.org/abs/2002.09451

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