Analysis of Dual-Based PID Controllers through Convolutional Mirror Descent

Santiago R. Balseiro, Haihao Lu, Vahab Mirrokni +1

Dual-based proportional-integral-derivative (PID) controllers are often employed in practice to solve online allocation problems with global constraints, such as budget pacing in o…