Discrete Temporal Constraint Satisfaction Problems

Author:

Bodirsky Manuel1,Martin Barnaby2,Mottet Antoine1

Affiliation:

1. Institut für Algebra, Technische Universität Dresden, Dresden, Germany

2. School of Engineering and Computer Sciences, University of Durham, Durham, UK

Abstract

A discrete temporal constraint satisfaction problem is a constraint satisfaction problem (CSP) over the set of integers whose constraint language consists of relations that are first-order definable over the order of the integers. We prove that every discrete temporal CSP is in P or NP-complete, unless it can be formulated as a finite domain CSP, in which case the computational complexity is not known in general.

Funder

European Research Council

DFG

EPSRC

DFG Graduiertenkolleg

CSP-Infinity

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

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1. Algebraic Approach to Approximation;Proceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science;2024-07-08

2. An interdisciplinary experimental evaluation on the disjunctive temporal problem;Constraints;2023-02-01

3. CLAP: A New Algorithm for Promise CSPs;SIAM Journal on Computing;2023-01-25

4. Using Model Theory to Find Decidable and Tractable Description Logics with Concrete Domains;Journal of Automated Reasoning;2022-05-04

5. $$(\mathbb {Z},\text {succ},U), (\mathbb {Z},E,U)$$, and Their CSP’s;Lecture Notes in Computer Science;2022

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