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Estimation of Diffusion Coefficients in a Scalar Ginzburg-Landau Equation by Using Model Reduction

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2008

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Kahlbacher, Martin

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KUNISCH, Karl, ed., Günther OF, ed., Olaf STEINBACH, ed.. Numerical Mathematics and Advanced Applications : Proceedings of ENUMATH 2007. Berlin: Springer, 2008, pp. 727-734. ISBN 978-3-540-69776-3. Available under: doi: 10.1007/978-3-540-69777-0_87

Zusammenfassung

Proper orthogonal decomposition (POD) is a powerful technique for model reduction of linear and non-linear systems. It is based on a Galerkin type discretization with basis elements created from the system itself. In this work POD is applied to estimate scalar parameters in a scalar non-linear Ginzburg-Landau equation. The parameter estimation is formulated in terms of an optimal control problem that is solved by an augmented Lagrangian method combined with a sequential quadratic programming algorithm. A numerical example illustrates the efficiency of the proposed solution method.

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510 Mathematik

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ENUMATH 2007 : the 7th European Conference on Numerical Mathematics and Advanced Applications, 10. Sept. 2007 - 14. Sept. 2007, Graz, Austria
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ISO 690KAHLBACHER, Martin, Stefan VOLKWEIN, 2008. Estimation of Diffusion Coefficients in a Scalar Ginzburg-Landau Equation by Using Model Reduction. ENUMATH 2007 : the 7th European Conference on Numerical Mathematics and Advanced Applications. Graz, Austria, 10. Sept. 2007 - 14. Sept. 2007. In: KUNISCH, Karl, ed., Günther OF, ed., Olaf STEINBACH, ed.. Numerical Mathematics and Advanced Applications : Proceedings of ENUMATH 2007. Berlin: Springer, 2008, pp. 727-734. ISBN 978-3-540-69776-3. Available under: doi: 10.1007/978-3-540-69777-0_87
BibTex
@inproceedings{Kahlbacher2008Estim-41198,
  year={2008},
  doi={10.1007/978-3-540-69777-0_87},
  title={Estimation of Diffusion Coefficients in a Scalar Ginzburg-Landau Equation by Using Model Reduction},
  isbn={978-3-540-69776-3},
  publisher={Springer},
  address={Berlin},
  booktitle={Numerical Mathematics and Advanced Applications : Proceedings of ENUMATH 2007},
  pages={727--734},
  editor={Kunisch, Karl and Of, Günther and Steinbach, Olaf},
  author={Kahlbacher, Martin and Volkwein, Stefan}
}
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