Representative functions of maximally monotone operators and bifunctions

被引:0
|
作者
Monica Bianchi
Nicolas Hadjisavvas
Rita Pini
机构
[1] Università Cattolica del Sacro Cuore,
[2] King Fahd University of Petroleum and Minerals,undefined
[3] Università degli Studi di Milano–Bicocca,undefined
来源
Mathematical Programming | 2018年 / 168卷
关键词
Maximal monotonicity; Fitzpatrick function; representative function; Fitzpatrick transform; 47H05; 47H04; 49J53; 90C33;
D O I
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学科分类号
摘要
The aim of this paper is to show that every representative function of a maximally monotone operator is the Fitzpatrick transform of a bifunction corresponding to the operator. In fact, for each representative function φ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varphi $$\end{document} of the operator, there is a family of equivalent saddle functions (i.e., bifunctions which are concave in the first and convex in the second argument) each of which has φ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varphi $$\end{document} as Fitzpatrick transform. In the special case where φ\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varphi $$\end{document} is the Fitzpatrick function of the operator, the family of equivalent saddle functions is explicitly constructed. In this way we exhibit the relation between the recent theory of representative functions, and the much older theory of saddle functions initiated by Rockafellar.
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页码:433 / 448
页数:15
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