Inexact Online Proximal-gradient Method for Time-varying Convex Optimization

Amirhossein Ajalloeian, Andrea Simonetto, Emiliano Dall'Anese

This paper considers an online proximal-gradient method to track the minimizers of a composite convex function that may continuously evolve over time. The online proximal-gradient…