The Strong Convergence of Subgradients of Convex Functions Along Directions: Perspectives and Open Problems

Abstract

In this note, some questions concerning the strong convergence of subgradients of convex functions along a given direction are recalled and posed. It is shown that some open problems in literature are linked to that of the existence of limits of subgradients from subdifferentials along a given segment.