Coupling MPC and HJB for the Computation of POD-based Feedback Laws

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In this paper we use a reference trajectory computed by a model predic- tive method to shrink the computational domain where we set the Hamilton-Jacobi Bellman (HJB) equation. Via a reduced-order approach based on proper orthogonal decomposition(POD), this procedure allows for an efficient computation of feedback laws for systems driven by parabolic equations. Some numerical examples illustrate the successful realization of the proposed strategy.

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510 Mathematik
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ISO 690FABRINI, Giulia, Maurizio FALCONE, Stefan VOLKWEIN, 2017. Coupling MPC and HJB for the Computation of POD-based Feedback Laws
BibTex
@techreport{Fabrini2017Coupl-40957,
  year={2017},
  series={Konstanzer Schriften in Mathematik},
  title={Coupling MPC and HJB for the Computation of POD-based Feedback Laws},
  number={371},
  author={Fabrini, Giulia and Falcone, Maurizio and Volkwein, Stefan}
}
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