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Towards optimal snapshot location for POD model order reduction in optimal control

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Optimal Control, Model Order Reduction, Proper Orthogonal Decomposition, Snapshot Location

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      Abstract

      We present the approximation of an optimal control problem for linear parabolic PDEs. The method is based on a model reduction technique using Proper Orthogonal Decomposition (POD-MOR). POD-MOR is a Galerkin approach where the basis functions are obtained upon information contained in time snapshots of the parabolic PDE related to given input data. We show that it is important to have knowledge about the controlled system at the right time instances. For the determination of the time instances (snapshot locations) we propose an a-posteriori error control which is based on a reformulation of the optimality system as a second order in time and fourth order in space elliptic system which is approximated by a space-time finite element method. Finally, we present numerical tests to illustrate our approach and to show the effectiveness of the method in comparison to existing approaches.

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      Journal
      10.14293/P2199-8442.1.SOP-MATH.PDKGEB.v1

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