On the Skolem Problem for Continuous Linear Dynamical Systems

Authors Ventsislav Chonev, Joël Ouaknine, James Worrell



PDF
Thumbnail PDF

File

LIPIcs.ICALP.2016.100.pdf
  • Filesize: 0.49 MB
  • 13 pages

Document Identifiers

Author Details

Ventsislav Chonev
Joël Ouaknine
James Worrell

Cite AsGet BibTex

Ventsislav Chonev, Joël Ouaknine, and James Worrell. On the Skolem Problem for Continuous Linear Dynamical Systems. In 43rd International Colloquium on Automata, Languages, and Programming (ICALP 2016). Leibniz International Proceedings in Informatics (LIPIcs), Volume 55, pp. 100:1-100:13, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2016)
https://doi.org/10.4230/LIPIcs.ICALP.2016.100

Abstract

The Continuous Skolem Problem asks whether a real-valued function satisfying a linear differential equation has a zero in a given interval of real numbers. This is a fundamental reachability problem for continuous linear dynamical systems, such as linear hybrid automata and continuoustime Markov chains. Decidability of the problem is currently open — indeed decidability is open even for the sub-problem in which a zero is sought in a bounded interval. In this paper we show decidability of the bounded problem subject to Schanuel's Conjecture, a unifying conjecture in transcendental number theory. We furthermore analyse the unbounded problem in terms of the frequencies of the differential equation, that is, the imaginary parts of the characteristic roots. We show that the unbounded problem can be reduced to the bounded problem if there is at most one rationally linearly independent frequency, or if there are two rationally linearly independent frequencies and all characteristic roots are simple. We complete the picture by showing that decidability of the unbounded problem in the case of two (or more) rationally linearly independent frequencies would entail a major new effectiveness result in Diophantine approximation, namely computability of the Diophantine-approximation types of all real algebraic numbers.
Keywords
  • differential equations
  • reachability
  • Baker’s Theorem
  • Schanuel’s Conjecture
  • semi-algebraic sets

Metrics

  • Access Statistics
  • Total Accesses (updated on a weekly basis)
    0
    PDF Downloads

References

  1. Rajeev Alur. Principles of Cyber-Physical Systems. MIT Press, 2015. Google Scholar
  2. Alan Baker. Transcendental number theory. Cambridge University Press, Cambridge, 1975. Google Scholar
  3. Saugata Basu, Richard Pollack, and Marie-Françoise Roy. Algorithms in Real Algebraic Geometry (Algorithms and Computation in Mathematics). Springer-Verlag, 2006. Google Scholar
  4. Paul C. Bell, Jean-Charles Delvenne, Raphaël M. Jungers, and Vincent D. Blondel. The Continuous Skolem-Pisot Problem. Theoretical Computer Science (TCS), 411(40-42):3625-3634, 2010. Google Scholar
  5. Edward Bierstone and Pierre D. Milman. Semianalytic and subanalytic sets. Publications Mathématiques de l'Institut des Hautes Études Scientifiques, 67(1):5-42, 1988. Google Scholar
  6. Richard P. Brent. Fast multiple-precision evaluation of elementary functions. Journal of the ACM (JACM), 23(2):242-251, 1976. Google Scholar
  7. Ventsislav Chonev, Joël Ouaknine, and James Worrell. On the skolem problem for continuous linear dynamical systems. CoRR, abs/1506.00695, 2015. Google Scholar
  8. Ventsislav Chonev, Joël Ouaknine, and James Worrell. On recurrent reachability for continuous linear dynamical systems. Logic in Computer Science (LICS), 2016. Google Scholar
  9. Henri Cohen. A Course in Computational Algebraic Number Theory. Springer-Verlag, 1993. Google Scholar
  10. Paul M. Cohn. Basic Algebra: Groups, Rings and Fields. Springer, 2002. Google Scholar
  11. David A. Cox, John Little, and Donal O'Shea. Ideals, Varieties, and Algorithms: An Introduction to Computational Algebraic Geometry and Commutative Algebra. Springer, 2007. Google Scholar
  12. Vesa Halava, Tero Harju, Mika Hirvensalo, and Juhani Karhumäki. Skolem’s Problem - on the Border between Decidability and Undecidability. TUCS Technical Reports, 683, 2005. Google Scholar
  13. Godfrey H. Hardy and Edward M. Wright. An Introduction to the Theory of Numbers, volume 1. Oxford, 1999. Google Scholar
  14. Bettina Just. Integer relations among algebraic numbers. In Mathematical Foundations of Computer Science (MFCS), volume 379, pages 314-320. Springer, 1989. Google Scholar
  15. Serge Lang. Introduction to Transcendental Numbers. Reading, Mass., 1966. Google Scholar
  16. Arjen K. Lenstra. Factoring multivariate polynomials over algebraic number fields. SIAM Journal on Computing, 16(3):591-598, 1987. Google Scholar
  17. Angus Macintyre. Turing meets Schanuel. Preprint, to appear in the proceedings of Logic Colloquium, 2012. Google Scholar
  18. Angus Macintyre and Alex J. Wilkie. On the decidability of the real exponential field. In (ed. Piergiorgio Odifreddi) Kreiseliana: About and Around Georg Kreisel., 1996. Google Scholar
  19. Victor Y. Pan. Optimal and nearly optimal algorithms for approximating polynomial zeros. Computers and Mathematics with Applications, 31(12):97-138, 1996. Google Scholar
  20. Terence Tao. Structure and randomness: pages from year one of a mathematical blog. American Mathematical Society, 2008. Google Scholar
  21. Boris Zilber. Exponential sums equations and the Schanuel conjecture. Journal of the London Mathematical Society, 65:27-44, 2002. Google Scholar
  22. Boris Zilber. Pseudo-exponentiation on algebraically closed fields of characteristic zero. Annals of Pure and Applied Logic, 132(1):67-95, 2005. Google Scholar
Questions / Remarks / Feedback
X

Feedback for Dagstuhl Publishing


Thanks for your feedback!

Feedback submitted

Could not send message

Please try again later or send an E-mail