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
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
收藏
页码:1623 / 1640
页数:18
相关论文
共 50 条
  • [31] Normal Cones and Continuity of Vector-Valued Convex Functions
    Carioli, Andrea
    Vesely, Libor
    JOURNAL OF CONVEX ANALYSIS, 2013, 20 (02) : 495 - 500
  • [32] Lipschitz Continuity for Harmonic Functions and Solutions of the (α)over-bar-Poisson Equation
    Mateljevic, Miodrag
    Mutavdzic, Nikola
    Khalfallah, Adel
    AXIOMS, 2023, 12 (10)
  • [33] Lipschitz continuity of the gradient of a one-parametric class of SOC merit functions
    Chen, Jein-Shan
    Pan, Shaohua
    OPTIMIZATION, 2010, 59 (05) : 661 - 676
  • [34] On lipschitz continuity of quasiconformalmappings in space
    Vladimir Ya. Gutlyanskiĭ
    Anatoly Golberg
    Journal d'Analyse Mathématique, 2009, 109 : 233 - 251
  • [35] The preservation of continuity and Lipschitz continuity by optimal reward operators
    Laraki, R
    Sudderth, WD
    MATHEMATICS OF OPERATIONS RESEARCH, 2004, 29 (03) : 672 - 685
  • [36] ON THE GLOBAL LIPSCHITZ CONTINUITY OF THE BERGMAN PROJECTION ON A CLASS OF CONVEX DOMAINS OF INFINITE TYPE IN C2
    Ly Kim Ha
    COLLOQUIUM MATHEMATICUM, 2017, 150 (02) : 187 - 205
  • [37] Extensions of convex functions with prescribed subdifferentials
    Azagra, Daniel
    Ferrera, Juan
    Gomez-Gil, Javier
    Mudarra, Carlos
    STUDIA MATHEMATICA, 2020, 253 (02) : 199 - 213
  • [38] Conjugate Convex Functions without Infinity
    Wada, Fumioki
    JOURNAL OF CONVEX ANALYSIS, 2021, 28 (01) : 55 - 66
  • [39] Lipschitz continuity of Lipschitz-Killing curvature densities at infinity
    Dinh, Si Tiep
    Nguyen, Nhan
    SELECTA MATHEMATICA-NEW SERIES, 2025, 31 (02):
  • [40] Local Lipschitz continuity of the stop operator
    Desch W.
    Applications of Mathematics, 1998, 43 (6) : 461 - 477