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 -Lipschitz if and only if it is -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 convex functions in terms of local cocoercitivity.
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}
}
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9 pages