English

An enhanced Baillon-Haddad theorem for convex functions on convex sets

Optimization and Control 2019-09-09 v2

Abstract

The Baillon-Haddad theorem establishes that the gradient of a convex and continuously differentiable function defined in a Hilbert space is β\beta-Lipschitz if and only if it is 1/β1/\beta-cocoercive. In this paper, we extend this theorem to G\^{a}teaux differentiable convex functions defined on an open convex set of a Hilbert space. Finally, we give a characterization of C1,+C^{1,+} convex functions in terms of local cocoercitivity.

Keywords

Cite

@article{arxiv.1904.04885,
  title  = {An enhanced Baillon-Haddad theorem for convex functions on convex sets},
  author = {Pedro Pérez-Aros and Emilio Vilches},
  journal= {arXiv preprint arXiv:1904.04885},
  year   = {2019}
}

Comments

9 pages

R2 v1 2026-06-23T08:34:43.116Z