PDE-Constrained Optimization: Optimal control with L 1 -Regularization, State and Control Box Constraints

We present a method for solving optimal control problems constrained by a partial differential equation, where we simultaneously impose sparsity-promoting L1-regularization on the control as well as box constraints on both the control and the state. We focus on numerical implementation aspects and on preconditioners used when solving the arising linear systems.