@Article{CiCP-19-143, author = {Andrew T. Barker, Tyrone Rees and Martin Stoll}, title = {A Fast Solver for an $\mathcal{H}_1$ Regularized PDE-Constrained Optimization Problem}, journal = {Communications in Computational Physics}, year = {2018}, volume = {19}, number = {1}, pages = {143--167}, abstract = {
In this paper we consider PDE-constrained optimization problems which incorporate an $\mathcal{H}_1$ regularization control term. We focus on a time-dependent PDE, and consider both distributed and boundary control. The problems we consider include bound constraints on the state, and we use a Moreau-Yosida penalty function to handle this. We propose Krylov solvers and Schur complement preconditioning strategies for the different problems and illustrate their performance with numerical examples.
}, issn = {1991-7120}, doi = {https://doi.org/10.4208/cicp.190914.080415a}, url = {http://global-sci.org/intro/article_detail/cicp/11083.html} }