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How Fast Can You Escape a Compact Polytope?

Authors Julian D'Costa, Engel Lefaucheux, Joël Ouaknine, James Worrell



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Author Details

Julian D'Costa
  • Indian Institute of Science, Bangalore, India
  • Max Planck Institute for Software Systems, Saarland Informatics Campus, Germany
Engel Lefaucheux
  • Max Planck Institute for Software Systems, Saarland Informatics Campus, Germany
Joël Ouaknine
  • Max Planck Institute for Software Systems, Saarland Informatics Campus, Germany
  • Department of Computer Science, University of Oxford, UK
James Worrell
  • Department of Computer Science, University of Oxford, UK

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Julian D'Costa, Engel Lefaucheux, Joël Ouaknine, and James Worrell. How Fast Can You Escape a Compact Polytope?. In 37th International Symposium on Theoretical Aspects of Computer Science (STACS 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 154, pp. 49:1-49:11, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)
https://doi.org/10.4230/LIPIcs.STACS.2020.49

Abstract

The Continuous Polytope Escape Problem (CPEP) asks whether every trajectory of a linear differential equation initialised within a convex polytope eventually escapes the polytope. We provide a polynomial-time algorithm to decide CPEP for compact polytopes. We also establish a quantitative uniform upper bound on the time required for every trajectory to escape the given polytope. In addition, we establish iteration bounds for termination of discrete linear loops via reduction to the continuous case.

Subject Classification

ACM Subject Classification
  • Theory of computation → Timed and hybrid models
Keywords
  • Continuous linear dynamical systems
  • termination

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References

  1. R. Alur. Principles of Cyber-Physical Systems. MIT Press, 2015. Google Scholar
  2. A. Bacciotti and L. Mazzi. Stability of dynamical polysystems via families of Lyapunov functions. Jour. Nonlin. Analysis, 67:2167-2179, 2007. Google Scholar
  3. P. C. Bell, J.-C. Delvenne, R. M. Jungers, and V. D. Blondel. The continuous Skolem-Pisot problem. Theor. Comput. Sci., 411(40-42):3625-3634, 2010. Google Scholar
  4. V. Blondel and J. Tsitsiklis. A survey of computational complexity results in systems and control. Automatica, 36(9):1249-1274, 2000. URL: https://doi.org/10.1016/S0005-1098(00)00050-9.
  5. M. Braverman. Termination of integer linear programs. In Proc. Intern. Conf. on Computer Aided Verification (CAV), volume 4144 of LNCS. Springer, 2006. Google Scholar
  6. J.-Y. Cai. Computing Jordan normal forms exactly for commuting matrices in polynomial time. Int. J. Found. Comput. Sci., 5(3/4):293-302, 1994. URL: https://doi.org/10.1142/S0129054194000165.
  7. E. B. Castelan and J.-C. Hennet. On invariant polyhedra of continuous-time linear systems. IEEE Transactions on Automatic Control, 38(11):1680-85, 1993. Google Scholar
  8. Ventsislav Chonev, Joël Ouaknine, and James Worrell. On recurrent reachability for continuous linear dynamical systems. In Proceedings of the 31st Annual ACM/IEEE Symposium on Logic in Computer Science, LICS '16, New York, NY, USA, July 5-8, 2016, pages 515-524, 2016. Google Scholar
  9. 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, July 11-15, 2016, Rome, Italy, pages 100:1-100:13, 2016. Google Scholar
  10. E. Hainry. Reachability in linear dynamical systems. In Logic and Theory of Algorithms, 4th Conference on Computability in Europe, CiE 2008, Athens, Greece, June 15-20, 2008, Proceedings, pages 241-250, 2008. Google Scholar
  11. J. Ouaknine, J. Sousa Pinto, and J. Worrell. On the polytope escape problem for continuous linear dynamical systems. In Proceedings of the 20th International Conference on Hybrid Systems: Computation and Control, HSCC 2017, Pittsburgh, PA, USA, April 18-20, 2017, pages 11-17, 2017. URL: https://doi.org/10.1145/3049797.3049798.
  12. André Platzer. Logical Foundations of Cyber-Physical Systems. Springer, 2018. Google Scholar
  13. S. Sankaranarayanan, T. Dang, and F. Ivancic. A policy iteration technique for time elapse over template polyhedra. In Proceedings of HSCC, volume 4981 of LNCS. Springer, 2008. Google Scholar
  14. Shai Shalev-Shwartz and Shai Ben-David. Understanding machine learning: From theory to algorithms. Cambridge university press, 2014. Google Scholar
  15. A. Tiwari. Termination of linear programs. In Proc. Intern. Conf. on Comp. Aided Verif. (CAV), volume 3114 of LNCS. Springer, 2004. Google Scholar
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