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On LTL model-checking for low-dimensional discrete linear dynamical systems

Abstract:
Consider a discrete dynamical system given by a square matrix M ∈ ℚ^{d × d} and a starting point s ∈ ℚ^d. The orbit of such a system is the infinite trajectory ⟨ s, Ms, M²s, …⟩. Given a collection T₁, T₂, …, T_m ⊆ ℝ^d of semialgebraic sets, we can associate with each T_i an atomic proposition P_i which evaluates to true at time n if, and only if, M^ns ∈ T_i. This gives rise to the LTL Model-Checking Problem for discrete linear dynamical systems: given such a system (M,s) and an LTL formula over such atomic propositions, determine whether the orbit satisfies the formula. The main contribution of the present paper is to show that the LTL Model-Checking Problem for discrete linear dynamical systems is decidable in dimension 3 or less.
Publication status:
Published
Peer review status:
Reviewed (other)

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Publisher copy:
10.4230/LIPIcs.MFCS.2020.54

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Computer Science
Oxford college:
St John's College
Role:
Author


Publisher:
Leibniz International Proceedings in Informatics
Journal:
45th International Symposium on Mathematical Foundations of Computer Science More from this journal
Volume:
170
Pages:
54:1-54:14
Publication date:
2020-08-18
Acceptance date:
2020-06-29
Event title:
45th International Symposium on Mathematical Foundations of Computer Science
DOI:
ISSN:
1868-8969


Language:
English
Keywords:
Pubs id:
1115289
Local pid:
pubs:1115289
Deposit date:
2020-07-01

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