Multiple Reachability in Linear Dynamical Systems

We consider reachability problems for linear dynamical systems. In dimension d these problems are specified by respective semialgebraic sets S, T ⊆ ℝ<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">d</sup> of source and target states and a matrix $M \in {\mathbb{Q}^{d \times d}}$. The task is to determine whether there is a point in S whose orbit under M intersects the target T in at least m distinct points. The case m = 1 (mere reachability) can be reduced to mild generalisations of the Skolem and Positivity Problems for linear recurrence sequences, whose decidability has been open for many decades. The situation is markedly different for multiple reachability, where m can be greater than one. In this paper, we prove that multiple reachability is undecidable already in dimension d = 10 with fixed multiplicity m = 9. Since our undecidability construction also shows that decision procedures for dimension d ∈ {3, … , 9} would entail significant new results on effective solutions of Diophantine equations, we subsequently focus on the case d = 2, that is, multiple reachability in the plane. Here we obtain two positive results. We show that multiple reachability is decidable if the matrix M is a rotation and it is also decidable without restriction on M for halfplane targets. The former result relies on a theorem in arithmetic geometry, due to Bombieri and Zannier, concerning intersections of algebraic subgroups with subvarieties.

Authors

Institutions

Publication Details

Published
2025-06-23
DOI
https://doi.org/10.1109/lics65433.2025.00055
Primary Topic
Distributed Control Multi-Agent Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multiple Reachability in Linear Dynamical Systems

Toghrul Karimov, Joël Ouaknine, James Worrell, Edon Kelmendi
Distributed Control Multi-Agent Systems
article

Multiple Reachability in Linear Dynamical Systems

Toghrul Karimov, Joël Ouaknine, James Worrell, Edon Kelmendi
article en

Abstract

We consider reachability problems for linear dynamical systems. In dimension d these problems are specified by respective semialgebraic sets S, T ⊆ ℝ<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">d</sup> of source and target states and a matrix $M \in {\mathbb{Q}^{d \times d}}$. The task is to determine whether there is a point in S whose orbit under M intersects the target T in at least m distinct points. The case m = 1 (mere reachability) can be reduced to mild generalisations of the Skolem and Positivity Problems for linear recurrence sequences, whose decidability has been open for many decades. The situation is markedly different for multiple reachability, where m can be greater than one. In this paper, we prove that multiple reachability is undecidable already in dimension d = 10 with fixed multiplicity m = 9. Since our undecidability construction also shows that decision procedures for dimension d ∈ {3, … , 9} would entail significant new results on effective solutions of Diophantine equations, we subsequently focus on the case d = 2, that is, multiple reachability in the plane. Here we obtain two positive results. We show that multiple reachability is decidable if the matrix M is a rotation and it is also decidable without restriction on M for halfplane targets. The former result relies on a theorem in arithmetic geometry, due to Bombieri and Zannier, concerning intersections of algebraic subgroups with subvarieties.

Queen Mary University of London (GB), University of Oxford (GB), Max Planck Institute for Software Systems (DE)
Openalex Percentile: Top 67%
Distributed Control Multi-Agent Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Multiple Reachability in Linear Dynamical Systems — Toghrul Karimov, Joël Ouaknine, et al. · (2025) | TGRS Research Map | TGRS