학술논문

On global subdifferentials with applications in nonsmooth optimization
Document Type
Report
Source
Journal of Global Optimization. December, 2021, Vol. 81 Issue 4, p881, 20 p.
Subject
Language
English
ISSN
0925-5001
Abstract
The notions of global subdifferentials associated with the global directional derivatives are introduced in the following paper. Most common used properties, a set of calculus rules along with a mean value theorem are presented as well. In addition, a diversity of comparisons with well-known subdifferentials such as Fréchet, Dini, Clarke, Michel-Penot, and Mordukhovich subdifferential and convexificator notion are provided. Furthermore, the lower global subdifferential is in fact proved to be an abstract subdifferential. Therefore, the lower global subdifferential satisfies standard properties for subdifferential operators. Finally, two applications in nonconvex nonsmooth optimization are given: necessary and sufficient optimality conditions for a point to be local minima with and without constraints, and a revisited characterization for nonsmooth quasiconvex functions.
Author(s): Felipe Lara [sup.1], Alireza Kabgani [sup.2] [sup.3] Author Affiliations: (1) grid.412182.c, 0000 0001 2179 0636, Departamento de Matemática, Facultad de Ciencias, Universidad de Tarapacá, , Arica, Chile (2) grid.444935.b, [...]