Reachability in Dynamical Systems with Rounding
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Beitragende
Abstract
We consider reachability in dynamical systems with discrete linear updates, but with fixed digital precision, i.e., such that values of the system are rounded at each step. Given a matrix M ∈ ℚ^{d × d}, an initial vector x ∈ ℚ^{d}, a granularity g ∈ ℚ_+ and a rounding operation [⋅] projecting a vector of ℚ^{d} onto another vector whose every entry is a multiple of g, we are interested in the behaviour of the orbit 𝒪 = ⟨[x], [M[x]],[M[M[x]]],… ⟩, i.e., the trajectory of a linear dynamical system in which the state is rounded after each step. For arbitrary rounding functions with bounded effect, we show that the complexity of deciding point-to-point reachability - whether a given target y ∈ ℚ^{d} belongs to 𝒪 - is PSPACE-complete for hyperbolic systems (when no eigenvalue of M has modulus one). We also establish decidability without any restrictions on eigenvalues for several natural classes of rounding functions.
Details
Originalsprache | Englisch |
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Titel | 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020) |
Redakteure/-innen | Nitin Saxena, Sunil Simon |
Herausgeber (Verlag) | Schloss Dagstuhl - Leibniz-Zentrum für Informatik |
Seiten | 36:1-36:17 |
ISBN (Print) | 978-3-95977-174-0 |
Publikationsstatus | Veröffentlicht - 2020 |
Peer-Review-Status | Nein |
Publikationsreihe
Reihe | 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020) ; Vol. 182 |
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Band | 182 |
ISSN | 1868-8969 |
Konferenz
Titel | 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science |
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Kurztitel | FSTTCS 2020 |
Veranstaltungsnummer | |
Dauer | 14 - 18 Dezember 2020 |
Bekanntheitsgrad | Internationale Veranstaltung |
Ort | online |
Stadt | Goa |
Land | Indien |
Externe IDs
Scopus | 85101475898 |
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ORCID | /0000-0002-5321-9343/work/142236705 |
Schlagworte
Schlagwörter
- Reachability in Dynamical Systems with Rounding, dynamical systems, rounding, reachability