511
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RWTH Publication No: 814243 2021   IGPM511.pdf |
TITLE |
State Elimination for Mixed-Integer Optimal Control of PDEs by Semigroup Theory |
AUTHORS |
Sven Leyffer, Sebastian Sager, Anna Thünen |
ABSTRACT |
Mixed-integer optimal control problems governed
by PDEs (MIPDECO) are powerful modeling tools but also very
challenging in terms of theory and computation. We propose
a highly efficient state elimination approach for MIPDECOs
that are governed by PDEs that have the structure of an
abstract ODE in function space. This allows us to avoid
repeated calculations of the states for all time steps and our
approach is applied only once before starting the optimization.
The presentation of theoretical results are complemented by
numerical experiments. |
KEYWORDS |
mixed-integer nonlinear programming, parabolic PDE, optimal control |