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The Spectral Structure of a Nonlinear Operator and Its Approximation II

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Sustained Simulation Performance 2016

Abstract

Linear operators allow for a structural analysis by their spectra and the related decomposition in stable linear subspaces. This does not apply to nonlinear operators, which are relevant for most natural phenomena. But this problem could be overcome. The nonlinear operator can induce a special linear operator in a large linear space. The induced linear operator is named Koopman operator offering structures to be mapped to the original settings. We try to give approaches for a numerical handling of some properties, generalizing the approach of the Dynamic Mode Decomposition of Peter Schmid.

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References

  1. Eisner, T., Farkas, B., Haase, M., Nagel, R.: Operator Theoretic Aspects of Ergodic Theory. Graduate Texts in Mathematics. Springer (2015)

    Google Scholar 

  2. Koopman, B.O.: Hamiltonian systems and transformations in Hilbert space. Proc. Natl. Acad. Sci. USA 17(5), 315318 (1931)

    Article  Google Scholar 

  3. Mezić, I.: Spectral properties of dynamical systems, model reduction, and decompositions. Nonlinear Dyn. 41(1–3), 309325 (2005)

    MathSciNet  Google Scholar 

  4. Budišić, M., Mohr, R., Mezić, I.: Applied Koopmanism. Chaos 22, 047510 (2012). doi:10.1063/1.4772195

    Google Scholar 

  5. Chen, K.K., Tu, J.H., Rowley, C.W.: Variants of dynamic mode decomposition: boundary condition, Koopman, and Fourier analyse. J. Nonlinear Sci. 22(6), 887915 (2012)

    Article  MathSciNet  Google Scholar 

  6. Peller, V.V.: An excursion into the theory of Hankel operators, in Holomorphic spaces (Berkeley, CA, 1995). In: Math. Sci. Res. Inst. Publ., Cambridge Univ. Press, Cambridge, vol. 33, pp. 65120 (1998)

    Google Scholar 

  7. Schmid, P.J.: Dynamic mode decomposition of numerical and experimental data. J. Fluid Mech. 656, 24 (2010)

    Article  MathSciNet  Google Scholar 

  8. Rowley, C.W., Mezić, I., Bagheri, S., Schlatter, P., Henningson, D.S.: Spectral analysis of nonlinear flows. J. Fluid Mech. Cambridge University Press (2009)

    Google Scholar 

  9. Küster, U.: The spectral structure of a nonlinear operator and its approximation. In: Sustained Simulation Performance 2015: Proceedings of the joint Workshop on Sustained Simulation Performance, University of Stuttgart (HLRS) and Tohoku University, 2015, pp. 109–123, Springer International Publishing, ISBN:978-3-319-20340-9, doi:10.1007/978-3-319-20340-9_9

    Google Scholar 

  10. Rellich, F.: Störungstheorie der Spektralzerlegung I., Analytische Störung der isolierten Punkteigenwerte eines beschränkten Operators. Math. Ann. 113, 600–619 (1937)

    Google Scholar 

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Correspondence to Uwe Küster .

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Küster, U. (2016). The Spectral Structure of a Nonlinear Operator and Its Approximation II. In: Resch, M., Bez, W., Focht, E., Patel, N., Kobayashi, H. (eds) Sustained Simulation Performance 2016. Springer, Cham. https://doi.org/10.1007/978-3-319-46735-1_7

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