Proper orthogonal decomposition for optimality systems
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| Type of Publication: | Journal article |
| Publication status: | Published |
| Author: | Kunisch, Karl; Volkwein, Stefan |
| Year of publication: | 2008 |
| Published in: | Mathematical Modelling and Numerical Analysis (ESAIM-M2AN) ; 42 (2008), 1. - pp. 1-23. - ISSN 0764-583X. - eISSN 1290-3841 |
| DOI (citable link): | https://dx.doi.org/10.1051/m2an:2007054 |
| Summary: |
Proper orthogonal decomposition (POD) is a powerful technique for model reduction of non-linear systems. It is based on a Galerkin type discretization with basis elements created from the dynamical system itself. In the context of optimal control this approach may suffer from the fact that the basis elements are computed from a reference trajectory containing features which are quite different from those of the optimally controlled trajectory. A method is proposed which avoids this problem of unmodelled dynamics in the proper orthogonal decomposition approach to optimal control. It is referred to as optimality system proper orthogonal decomposition (OS-POD).
|
| Subject (DDC): | 510 Mathematics |
| Keywords: | Optimal control / partial differential equations / proper orthogonal decomposition / model reduction |
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KUNISCH, Karl, Stefan VOLKWEIN, 2008. Proper orthogonal decomposition for optimality systems. In: Mathematical Modelling and Numerical Analysis (ESAIM-M2AN). 42(1), pp. 1-23. ISSN 0764-583X. eISSN 1290-3841. Available under: doi: 10.1051/m2an:2007054
@article{Kunisch2008-01-12Prope-41196, title={Proper orthogonal decomposition for optimality systems}, year={2008}, doi={10.1051/m2an:2007054}, number={1}, volume={42}, issn={0764-583X}, journal={Mathematical Modelling and Numerical Analysis (ESAIM-M2AN)}, pages={1--23}, author={Kunisch, Karl and Volkwein, Stefan} }
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