Integrating real-world data (RWD) from several clinical sites offers great opportunities to improve estimation with a more general population compared to analyses based on a single clinical site.

This study centers on a specific category of constrained convex optimization. The problems under consideration feature an objective function that is explicitly constructed from the combination of ...

Abstract: This article studies the distributed aggregative optimization (DAO) problem, wherein each agent’s local objective function depends not only on its own decision variables but also on an ...

Abstract: This letter investigates distributed constrained optimization over directed networks, where multiple agents collaborate to minimize the sum of local convex cost functions subject to ...