Publikation: 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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Fachgebiet (DDC)
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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KAHLBACHER, 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_87BibTex
@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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