Trust-Region POD using A-Posteriori Error Estimation for Semilinear Parabolic Optimal Control Problems
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2017
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An optimal control problem governed by a semilinear heat equation is solved using a globalized inexact Newton method. To reduce the computational effort a model order reduction approach based on proper orthogonal decomposition (POD) is applied. Within a trust region framework we guarantee that the reduced-order models are sufficiently accurate by ensuring gradient accuracy. The gradient error is successfully monitored by an a-posteriori error estimate. Numerical results are presented and discussed.
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510 Mathematik
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Optimal control, trust-region methods, reduced-order modelling, proper orthogonal decomposition
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ROGG, Sabrina, Stefan TRENZ, Stefan VOLKWEIN, 2017. Trust-Region POD using A-Posteriori Error Estimation for Semilinear Parabolic Optimal Control ProblemsBibTex
@techreport{Rogg2017Trust-38240, year={2017}, series={Konstanzer Schriften in Mathematik}, title={Trust-Region POD using A-Posteriori Error Estimation for Semilinear Parabolic Optimal Control Problems}, number={359}, author={Rogg, Sabrina and Trenz, Stefan and Volkwein, Stefan} }
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