Robust space-time finite element error estimates for parabolic distributed optimal control problems with energy regularization

Abstract: We consider space-time tracking optimal control problems for linear para-bo-lic initial boundary value problems that are given in the space-time cylinder $Q = \Omega \times (0,T)$, and that are controlled by the right-hand side $z_\varrho$ from the Bochner space $L^2(0,T;H^{-1}(\Omega))$. So it is natural to replace the usual $L^2(Q)$ norm regularization by the energy regularization in the $L^2(0,T;H^{-1}(\Omega))$ norm. We derive a priori estimates for the error $|\widetilde{u}{\varrho h} - \bar{u}|{L^2(Q)}$ between the computed state $\widetilde{u}{\varrho h}$ and the desired state $\bar{u}$ in terms of the regularization parameter $\varrho$ and the space-time finite element mesh-size $h$, and depending on the regularity of the desired state $\bar{u}$. These estimates lead to the optimal choice $\varrho = h^2$. The approximate state $\widetilde{u}{\varrho h}$ is computed by means of a space-time finite element method using piecewise linear and continuous basis functions on completely unstructured simplicial meshes for $Q$. The theoretical results are quantitatively illustrated by a series of numerical examples in two and three space dimensions.