Generalized Twice Differentiability and Quadratic Bundles in Second-Order Variational Analysis
Optimization and Control
2025-01-07 v1
Abstract
In this paper, we investigate the concepts of generalized twice differentiability and quadratic bundles of nonsmooth functions that have been very recently proposed by Rockafellar in the framework of second-order variational analysis. These constructions, in contrast to second-order subdifferentials, are defined in primal spaces. We develop new techniques to study generalized twice differentiability for a broad class of prox-regular functions, establish their novel characterizations. Subsequently, quadratic bundles of prox-regular functions are shown to be nonempty, which provides the ground of potential applications in variational analysis and optimization.
Cite
@article{arxiv.2501.02067,
title = {Generalized Twice Differentiability and Quadratic Bundles in Second-Order Variational Analysis},
author = {Pham Duy Khanh and Boris S. Mordukhovich and Vo Thanh Phat and Le Duc Viet},
journal= {arXiv preprint arXiv:2501.02067},
year = {2025}
}