Error estimates for a class of discontinuous Galerkin methods for nonsmooth problems via convex duality relations
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Abstract:
We devise and analyze a class of interior penalty discontinuous Galerkin methods for nonlinear and nonsmooth variational problems. Discrete duality relations are derived that lead to optimal error estimates in the case of total-variation regularized minimization or obstacle problems. The analysis provides explicit estimates that precisely determine the role of stabilization parameters. Numerical experiments confirm the optimality of the estimates.References
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Additional Information
- Sören Bartels
- Affiliation: Abteilung für Angewandte Mathematik, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Str. 10, 79104 Freiburg im Breisgau, Germany
- Email: bartels@mathematik.uni-freiburg.de
- Received by editor(s): April 20, 2020
- Received by editor(s) in revised form: March 15, 2021
- Published electronically: June 3, 2021
- © Copyright 2021 American Mathematical Society
- Journal: Math. Comp. 90 (2021), 2579-2602
- MSC (2020): Primary 65N12, 65N15, 65N30
- DOI: https://doi.org/10.1090/mcom/3656
- MathSciNet review: 4305362