English

The U-Lagrangian of a prox-regular function

Optimization and Control 2015-10-30 v1

Abstract

When restricted to a subspace, a nonsmooth function can be differentiable. It is known that for a nonsmooth convex function f and a point x, the Euclidean space can be decomposed into two subspaces: U, over which a special Lagrangian can be defined and has nice smooth properties and V, the orthogonal complement subspace of U. In this paper we generalize the definition of UV-decomposition and U-Lagrangian to the context of nonconvex functions, specifically that of a prox-regular function.

Keywords

Cite

@article{arxiv.1510.08577,
  title  = {The U-Lagrangian of a prox-regular function},
  author = {Shuai Liu and Andrew Eberhard and Yousong Luo},
  journal= {arXiv preprint arXiv:1510.08577},
  year   = {2015}
}

Comments

21 pages

R2 v1 2026-06-22T11:31:46.991Z