Online Optimization

Recently, online optimization methods have been leveraged to develop the online nonstochastic control framework which is capable of …

In this paper, we develop a unified framework for analyzing the tracking error and dynamic regret of inexact online optimization …

Understanding the fundamental connections between online optimzation and online control. Utilizing control theoretic framework for the dynamic regret and tracking error analysis of online optimzation algorithms. Likewise, utilizing online optimzation in the design of adaptive control laws for the control of linear systems.