Lipschitz Continuity of Convex Functions

被引:2
|
作者
Bao Tran Nguyen [1 ,2 ]
Pham Duy Khanh [3 ,4 ]
机构
[1] Univ OHiggins, Rancagua, Chile
[2] Quy Nhon Univ, Quy Nhon, Vietnam
[3] HCMC Univ Educ, Dept Math, Ho Chi Minh, Vietnam
[4] Univ Chile, Ctr Math Modeling, Santiago, Chile
来源
APPLIED MATHEMATICS AND OPTIMIZATION | 2021年 / 84卷 / 02期
关键词
Convex function; Lipschitz continuity; Calmness; Subdifferential; Normal cone; Moreau envelope function; EXTENSION; THEOREM;
D O I
10.1007/s00245-020-09689-w
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We provide some necessary and sufficient conditions for a proper lower semicontinuous convex function, defined on a real Banach space, to be locally or globally Lipschitz continuous. Our criteria rely on the existence of a bounded selection of the subdifferential mapping and the intersections of the subdifferential mapping and the normal cone operator to the domain of the given function. Moreover, we also point out that the Lipschitz continuity of the given function on an open and bounded (not necessarily convex) set can be characterized via the existence of a bounded selection of the subdifferential mapping on the boundary of the given set and as a consequence it is equivalent to the local Lipschitz continuity at every point on the boundary of that set. Our results are applied to extend a Lipschitz and convex function to the whole space and to study the Lipschitz continuity of its Moreau envelope functions.
引用
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页码:1623 / 1640
页数:18
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