On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems

The development of preconditioners for PDE-constrained optimization problems is a field of numerical analysis which has recently generated much interest. One class of problems which has been investigated in particular is that of Stokes control problems, that is the problem of minimizing a functional...

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Main Author: Pearson, J
Format: Report
Published: ETNA 2013
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author Pearson, J
author_facet Pearson, J
author_sort Pearson, J
collection OXFORD
description The development of preconditioners for PDE-constrained optimization problems is a field of numerical analysis which has recently generated much interest. One class of problems which has been investigated in particular is that of Stokes control problems, that is the problem of minimizing a functional with the Stokes (or Navier-Stokes) equations as constraints. In this manuscript, we present an approach for preconditioning Stokes control problems using preconditioners for the Poisson control problem and, crucially, the application of a commutator argument. This methodology leads to two block diagonal preconditioners for the problem, one of which was previously derived by W. Zulehner in 2011 (SIAM. J. Matrix Anal. & Appl., v.32) using a nonstandard norm argument for this saddle point problem, and the other of which we believe to be new. We also derive two related block triangular preconditioners using the same methodology, and present numerical results to demonstrate the performance of the four preconditioners in practice.
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spelling oxford-uuid:f822a48b-3e8b-4a31-a69d-025157815b942022-03-27T12:48:03ZOn the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problemsReporthttp://purl.org/coar/resource_type/c_93fcuuid:f822a48b-3e8b-4a31-a69d-025157815b94Mathematical Institute - ePrintsETNA2013Pearson, JThe development of preconditioners for PDE-constrained optimization problems is a field of numerical analysis which has recently generated much interest. One class of problems which has been investigated in particular is that of Stokes control problems, that is the problem of minimizing a functional with the Stokes (or Navier-Stokes) equations as constraints. In this manuscript, we present an approach for preconditioning Stokes control problems using preconditioners for the Poisson control problem and, crucially, the application of a commutator argument. This methodology leads to two block diagonal preconditioners for the problem, one of which was previously derived by W. Zulehner in 2011 (SIAM. J. Matrix Anal. & Appl., v.32) using a nonstandard norm argument for this saddle point problem, and the other of which we believe to be new. We also derive two related block triangular preconditioners using the same methodology, and present numerical results to demonstrate the performance of the four preconditioners in practice.
spellingShingle Pearson, J
On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems
title On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems
title_full On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems
title_fullStr On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems
title_full_unstemmed On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems
title_short On the role of commutator arguments in the development of parameter-robust preconditioners for Stokes control problems
title_sort on the role of commutator arguments in the development of parameter robust preconditioners for stokes control problems
work_keys_str_mv AT pearsonj ontheroleofcommutatorargumentsinthedevelopmentofparameterrobustpreconditionersforstokescontrolproblems