Jakub Marecek, Robert Shorten, et al.
International Journal of Control
Many steady-state problems in power systems, including rectangular power-voltage formulations of optimal power flows in the alternating-current model, can be cast as polynomial optimization problems (POP). For a POP, one can derive strong convex relaxations, or rather hierarchies of increasingly strong, but increasingly computationally challenging convex relaxations. We study means of switching from solving a convex relaxation to Newton's method working on a non-convex (augmented) Lagrangian of the POP.
Jakub Marecek, Robert Shorten, et al.
International Journal of Control
Mark Kozdoba, Jakub Marecek, et al.
AAAI 2019
Jakub Marecek, Robert Shorten, et al.
ICBDSC 2016
Jie Liu, Jakub Marecek, et al.
PSCC 2018