Convergence analysis for splitting of the abstract differential Riccati equation

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Abstract

We consider a splitting-based approximation of the abstract differential Riccati equation in the setting of Hilbert--Schmidt operators. The Riccati equation arises in many different areas and is important within the field of optimal control. In this paper we conduct a temporal error analysis and prove that the splitting method converges with the same order as the implicit Euler scheme, under the same low regularity requirements on the initial values.
For a subsequent spatial discretization, the abstract setting also yields uniform temporal error bounds with respect to the spatial discretization parameter.
The spatial discretizations commonly lead to large-scale problems, where the use of structural properties of the solution is essential. We therefore conclude by proving that the splitting method preserves low-rank structure in the matrix-valued case. Numerical results demonstrate the validity of the convergence analysis.
Original languageEnglish
Pages (from-to)3128-3139
JournalSIAM Journal on Numerical Analysis
Volume52
Issue number6
DOIs
Publication statusPublished - 2014

Bibliographical note

The information about affiliations in this record was updated in December 2015.
The record was previously connected to the following departments: Numerical Analysis (011015004)

Subject classification (UKÄ)

  • Mathematical Sciences

Free keywords

  • Abstract differential Riccati equation
  • convergence order
  • splitting
  • low-rank approximation
  • Hilbert-Schmidt operators

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  • Tony Stillfjord

    Hansen, E. (First/primary/lead supervisor)

    20112015

    Activity: Examination and supervisionSupervision of PhD students

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