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Performance of Taylor Model Methods for Validated Integration of ODEs

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Applied Parallel Computing. State of the Art in Scientific Computing (PARA 2004)

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Abstract

The performance of various Taylor model (TM)-based methods for the validated integration of ODEs is studied for some representative computational problems. For nonlinear problems, the advantage of the method lies in the ability to retain dependencies of final conditions on initial conditions to high order, leading to the ability to treat large boxes of initial conditions for extended periods of time. For linear problems, the asymptotic behavior of the error of the methods is seen to be similar to that of non-validated integrators.

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References

  1. Makino, K., Berz, M.: Efficient control of the dependency problem based on Taylor model methods. Reliable Computing 5(1), 3–12 (1999)

    Article  MATH  MathSciNet  Google Scholar 

  2. Makino, K., Berz, M.: Taylor models and other validated functional inclusion methods. International Journal of Pure and Applied Mathematics 6(3), 239–316 (2003), available at http://bt.pa.msu.edu/pub

    MATH  MathSciNet  Google Scholar 

  3. Berz, M., Makino, K.: Verified integration of ODEs and flows using differential algebraic methods on high-order Taylor models. Reliable Computing 4(4), 361–369 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  4. Makino, K.: Rigorous Analysis of Nonlinear Motion in Particle Accelerators. PhD thesis, Michigan State University, East Lansing, Michigan, USA, Also MSUCL-1093 (1998)

    Google Scholar 

  5. Berz, M.: Modern Map Methods in Particle Beam Physics. Academic Press, San Diego (1999), Also available at http://bt.pa.msu.edu/pub

    Google Scholar 

  6. Makino, K., Berz, M.: Perturbative equations of motion and differential operators in nonplanar curvilinear coordinates. International Journal of Applied Mathematics 3(4), 421–440 (2000)

    MATH  MathSciNet  Google Scholar 

  7. Berz, M., Makino, K.: Preservation of canonical structure in nonplanar curvilinear coordinates. International Journal of Applied Mathematics 3(4), 401–419 (2000)

    MATH  MathSciNet  Google Scholar 

  8. Berz, M.: Arbitrary order description of arbitrary particle optical systems. Nuclear Instruments and Methods A298, 426 (1990)

    Google Scholar 

  9. Makino, K., Berz, M.: Suppression of the wrapping effect by Taylor model based validated integrators, submitted. Also MSUHEP-40910, available at http://bt.pa.msu.edu/pub

  10. Lohner, R.J.: Enclosing the solutions of ordinary initial and boundary value problems. In: Kaucher, E., Kulisch, U., Ullrich, C. (eds.) Computer Arithmetic: Scientific Computation and Programming Languages, Teubner, Stuttgart, pp. 255–286 (1987)

    Google Scholar 

  11. Lohner, R.J.: Einschliessung der Losung gewohnlicher Anfangs- und Randwertaufgaben und Anwendungen. Dissertation, Fakultat fur Mathematik, Universitat Karlsruhe (1988)

    Google Scholar 

  12. Lohner, R.J.: AWA - Software for the computation of guaranteed bounds for solutions of ordinary initial value problems

    Google Scholar 

  13. Makino, K., Berz, M.: The method of shrink wrapping for the validated solution of ODEs. Technical Report MSUHEP-20510, Department of Physics and Astronomy, Michigan State University, East Lansing, MI 48824 (2002)

    Google Scholar 

  14. Ames, W.F., Adams, E.: Monotonically convergent numerical two-sided bounds for a differential birth and death process. In: Nickel, K. (ed.) Interval Mathematics, Berlin, New York. LNCS, vol. 29, pp. 135–140. Springer, Heidelberg (1975)

    Google Scholar 

  15. Moore, R.E.: Methods and Applications of Interval Analysis. SIAM, Philadelphia (1979)

    MATH  Google Scholar 

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© 2006 Springer-Verlag Berlin Heidelberg

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Berz, M., Makino, K. (2006). Performance of Taylor Model Methods for Validated Integration of ODEs. In: Dongarra, J., Madsen, K., Waśniewski, J. (eds) Applied Parallel Computing. State of the Art in Scientific Computing. PARA 2004. Lecture Notes in Computer Science, vol 3732. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11558958_8

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  • DOI: https://doi.org/10.1007/11558958_8

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-29067-4

  • Online ISBN: 978-3-540-33498-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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