ADMM for Exploiting Structure in MPC Problems
ADMM for Exploiting Structure in MPC Problems
We consider a model predictive control setting, where we use the alternating direction method of multipliers (ADMM) to exploit problem structure. We take advantage of interacting components in the controlled system by decomposing its dynamics with virtual subsystems and virtual inputs. We introduce subsystem-individual penalty parameters together with optimal selection …