Almagor, Shaull ;
Ouaknine, Joël ;
Worrell, James
The Semialgebraic Orbit Problem
Abstract
The Semialgebraic Orbit Problem is a fundamental reachability question that arises in the analysis of discretetime linear dynamical systems such as automata, Markov chains, recurrence sequences, and linear while loops. An instance of the problem comprises a dimension d in N, a square matrix A in Q^{d x d}, and semialgebraic source and target sets S,T subseteq R^d. The question is whether there exists x in S and n in N such that A^nx in T.
The main result of this paper is that the Semialgebraic Orbit Problem is decidable for dimension d <= 3. Our decision procedure relies on separation bounds for algebraic numbers as well as a classical result of transcendental number theory  Baker's theorem on linear forms in logarithms of algebraic numbers. We moreover argue that our main result represents a natural limit to what can be decided (with respect to reachability) about the orbit of a single matrix. On the one hand, semialgebraic sets are arguably the largest general class of subsets of R^d for which membership is decidable. On the other hand, previous work has shown that in dimension d=4, giving a decision procedure for the special case of the Orbit Problem with singleton source set S and polytope target set T would entail major breakthroughs in Diophantine approximation.
BibTeX  Entry
@InProceedings{almagor_et_al:LIPIcs:2019:10245,
author = {Shaull Almagor and Jo{\"e}l Ouaknine and James Worrell},
title = {{The Semialgebraic Orbit Problem}},
booktitle = {36th International Symposium on Theoretical Aspects of Computer Science (STACS 2019)},
pages = {6:16:15},
series = {Leibniz International Proceedings in Informatics (LIPIcs)},
ISBN = {9783959771009},
ISSN = {18688969},
year = {2019},
volume = {126},
editor = {Rolf Niedermeier and Christophe Paul},
publisher = {Schloss DagstuhlLeibnizZentrum fuer Informatik},
address = {Dagstuhl, Germany},
URL = {http://drops.dagstuhl.de/opus/volltexte/2019/10245},
doi = {10.4230/LIPIcs.STACS.2019.6},
annote = {Keywords: linear dynamical systems, Orbit Problem, first order theory of the reals}
}
12.03.2019
Keywords: 

linear dynamical systems, Orbit Problem, first order theory of the reals 
Seminar: 

36th International Symposium on Theoretical Aspects of Computer Science (STACS 2019)

Issue date: 

2019 
Date of publication: 

12.03.2019 