Deciding stability and mortality of piecewise affine dynamical systems

Citation
Vd. Blondel et al., Deciding stability and mortality of piecewise affine dynamical systems, THEOR COMP, 255(1-2), 2001, pp. 687-696
Citations number
17
Categorie Soggetti
Computer Science & Engineering
Journal title
THEORETICAL COMPUTER SCIENCE
ISSN journal
03043975 → ACNP
Volume
255
Issue
1-2
Year of publication
2001
Pages
687 - 696
Database
ISI
SICI code
0304-3975(20010328)255:1-2<687:DSAMOP>2.0.ZU;2-N
Abstract
In this paper we study problems such as: given a discrete time dynamical sy stem of the form x(t + 1)= f(x(t)) where f: R-n --> R-n is a piecewise affi ne function, decide whether all trajectories converge to 0. We show in our main theorem that this Attractivity Problem is undecidable as soon as n gre ater than or equal to2. The same is true of two related problems: Stability (is the dynamical system globally asymptotically stable?) and Mortality (d o all trajectories go through 0?). We then show that AM-activity and Stabil ity become decidable in dimension 1 for continuous functions. (C) 2001 Else vier Science B.V. All rights reserved.