On Data-Driven Optimization Methods in the Design and Control of Autonomous Systems

Abstract

In various applications in engineering, science, and other domains, we are faced with various difficult optimization problems, entailing the tuning or design of certain variables to minimize an objective function, subject to the satisfaction of constraints.