Published June 9, 2023 | Version v1
Conference proceeding Open

Exploiting symmetries in tree-based combinatorial calculation of explicit linear MPC solutions

Description

Symmetries of linear MPC problems are reflected in symmetries of their explicit solutions. We recently showed these symmetries also appear in the set of the active sets that define the explicit solution. Consequently, symmetries can be used to speed up algorithms for the calculation of the set of active sets. In this paper, we exploit symmetries to accelerate the approach from [1] by improving the exploration of the combinatorial tree of active sets. The reductions of the computational effort that can be achieved are illustrated and analyzed with two examples.

Files

Mitze2023_PC.pdf

Files (162.9 kB)

Name Size Download all
md5:79ec0b564498e751f11cbf4599fd77b2
162.9 kB Preview Download

Additional details

Funding

European Commission
FrontSeat - Fostering Opportunities Towards Slovak Excellence in Advanced Control for Smart Industries 101079342