Unstructured Space-Time Finite Element Methods for Optimal Sparse Control of Parabolic Equations
Abstract
We consider a space-time finite element method on fully unstructured simplicial meshes for optimal sparse control of semilinear parabolic equations. The objective is a combination of a standard quadratic tracking-type functional including a Tikhonov regularization term and of the -norm of the control that accounts for its spatio-temporal sparsity. We use a space-time Petrov-Galerkin finite element discretization for the first-order necessary optimality system of the associated discrete optimal sparse control problem. The discretization is based on a variational formulation that employs piecewise linear finite elements simultaneously in space and time. Finally, the discrete nonlinear optimality system that consists of coupled forward-backward state and adjoint state equations is solved by a semismooth Newton method.
Cite
@article{arxiv.2003.14141,
title = {Unstructured Space-Time Finite Element Methods for Optimal Sparse Control of Parabolic Equations},
author = {Ulrich Langer and Olaf Steinbach and Fredi Tröltzsch and Huidong Yang},
journal= {arXiv preprint arXiv:2003.14141},
year = {2020}
}