Miguel Vaquero

Resource-Aware Discretization of Accelerated Optimization Flows

2020 · arXiv (Cornell University)

This paper tackles the problem of discretizing accelerated optimization flows while retaining their convergence properties. Inspired by the success of resource-aware control in developing efficient closed-loop feedback implementations on digital systems, we view the last …