Abstract: Many online problems, for example, online network resource allocation in the resource-constrained cloud environment, can be formulated as online convex optimization (OCO) problems with some ...

Abstract: The successive convex approximation (SCA) methods stand out as the viable option for nonlinear optimization-based control, as it effectively addresses the challenges posed by nonlinear ...

This repository contains the projects and homework assignments for the Convex Optimization course, based on the book Convex Optimization by Stephen Boyd and associated lecture slides. The course ...