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Algorithms and Complexity of Difference Logic by Dabrowski, Konrad K.; Jonsson, Peter; Ordyniak, Sebastian; Osipov, George is a scholarly article available to read on EtoBox.

What is Algorithms and Complexity of Difference Logic about?

Difference Logic (DL) is a fragment of linear arithmetics where atoms are constraints x+k <= y for variables x,y (ranging over Q or Z) and integer k. We study the complexity of deciding the truth of existential DL sentences. This problem appears in many contexts: examples include verification, bioinformatics, telecommunications, and spatio-temporal reasoning in AI. We begin by considering sentences in CNF with rational-valued variables. We restrict the allowed clauses via two natural parameters: arity and coefficient bounds. The problem is NP-hard for most choices of these parameters. As a response to this, we refine our understanding by analyzing the time complexity and the parameterized complexity (with respect to well-studied parameters such as primal and incidence treewidth). We obtain a comprehensive picture of the complexity landscape in both cases. Finally, we generalize our results to integer domains and sentences that are not in CNF.

Author

Dabrowski, Konrad K.; Jonsson, Peter; Ordyniak, Sebastian; Osipov, George

Published

2024

Language

EN