Abstract
We consider an optimal control problem governed by a one-dimensional elliptic equation that involves univariate functions of bounded variation as controls. For the discretization of the state equation we use linear finite elements and for the control discretization we analyze two strategies. First, we use variational discretization of the control and show that the L2-and L∞-error for the state and the adjoint state are of order O(h2) and that the L1-error of the control behaves like O(h2), too. These results rely on a structural assumption that implies that the optimal control of the original problem is piecewise constant and that the adjoint state has nonvanishing first derivative at the jump points of the control. If, second, piecewise constant control discretization is used, we obtain L2-error estimates of order O(h) for the state and W1,∞-error estimates of order O(h) for the adjoint state. Under the same structural assumption as before we derive an L1-error estimate of order O(h) for the control. We discuss optimization algorithms and provide numerical results for both discretization schemes indicating that the error estimates are optimal.
Original language | English |
---|---|
Pages (from-to) | 333-363 |
Number of pages | 31 |
Journal | Mathematical Control and Related Fields |
Volume | 10 |
Issue number | 2 |
DOIs | |
State | Published - 2020 |
Keywords
- BV-functions
- Finite elements
- Numerical analysis
- Optimal control
- Optimality conditions