2 citations · 2 across the 4 of their papers we have counts for
4 papers
Randomization and Performance Improvement for Integer Optimal Control with Total Variation Regularization
Robert Baraldi, Paul Manns, Lars Mösezahl +1
Mixed-integer PDE-constrained optimization problems are computationally challenging due to both the combinatorial nature of integer programming as well as evaluation of the model.…
On Discrete Subproblems in Integer Optimal Control with Total Variation Regularization in Two Dimensions
Paul Manns, Marvin Severitt
We analyze integer linear programs which we obtain after discretizing two-dimensional subproblems arising from a trust-region algorithm for mixed integer optimal control problems w…
Input Regularization for Integer Optimal Control in BV with Applications to Control of Poroelastic and Poroviscoelastic Systems
Lorena Bociu, Paul Manns, Marvin Severitt +1
We revisit a class of integer optimal control problems for which a trust-region method has been proposed and analyzed in arXiv:2106.13453v3 [math.OC]. While the algorithm proposed…
Efficient Solution of Discrete Subproblems Arising in Integer Optimal Control with Total Variation Regularization
Marvin Severitt, Paul Manns
We consider a class of integer linear programs (IPs) that arise as discretizations of trust-region subproblems of a trust-region algorithm for the solution of control problems, whe…