Attouch-Wets convergence and a differential operator for convex functions

Author:

Beer Gerald,Théra Michel

Abstract

The purpose of this note is to characterize Attouch-Wets convergence for sequences of proper lower semicontinuous convex functions defined on a Banach space X in terms of the behavior of an operator Δ \Delta defined on the space of such functions with values in X × R × X X \times R \times {X^ \ast } , defined by Δ ( f ) = { ( x , f ( x ) , y ) : ( x , y ) f } \Delta (f) = \{ (x,f(x),y):(x,y) \in \partial f\} . We show that f n \langle {f_n}\rangle is Attouch-Wets convergent to f if and only if points of Δ ( f ) \Delta (f) lying in a fixed bounded set can be uniformly approximated by points of Δ ( f n ) \Delta ({f_n}) for large n. The operator Δ \Delta is a natural carrier of the Borwein variational principle, which is a key tool in both directions of our proof.

Publisher

American Mathematical Society (AMS)

Subject

Applied Mathematics,General Mathematics

Reference21 articles.

1. On the convergence of subdifferentials of convex functions;Attouch, Hédy;Arch. Math. (Basel),1993

2. The topology of the 𝜌-Hausdorff distance;Attouch, Hédy;Ann. Mat. Pura Appl. (4),1991

3. Epigraphical convergence of functions and convergence of their derivatives in Banach spaces;Attouch, H.;S\'{e}m. Anal. Convexe,1990

4. Isometries for the Legendre-Fenchel transform;Attouch, Hédy;Trans. Amer. Math. Soc.,1986

5. Quantitative stability of variational systems. I. The epigraphical distance;Attouch, Hédy;Trans. Amer. Math. Soc.,1991

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A slope generalization of Attouch theorem;Mathematical Programming;2024-06-20

2. On the Strong Convergence of Subgradients of Convex Functions;Journal of Optimization Theory and Applications;2018-03-30

3. Apart Sets and Functions: an Application to the Stability of Penalized Optimization Problems;Vietnam Journal of Mathematics;2018-03-20

4. Convergences of subgradients of sequences of convex functions;Nonlinear Analysis: Theory, Methods & Applications;2013-06

5. Bornological Convergence and Shields;Mediterranean Journal of Mathematics;2011-11-24

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3