Fitzpatrick functions and continuous linear monotone operators

被引:40
作者
Bauschke, Heinz H. [1 ]
Borwein, Jonathan M.
Wang, Xianfu
机构
[1] Univ British Columbia Okanagan, Irving K Barber Sch, Dept Math, Kelowna, BC V1V 1V7, Canada
[2] Dalhousie Univ, Fac Comp Sci, Halifax, NS B3H 1W5, Canada
关键词
cyclic monotonicity; Fitzpatrick family; Fitzpatrick function; linear operator; maximal monotone operator; Moore-Penrose inverse; paramonotone operator; rotator;
D O I
10.1137/060655468
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
The notion of a maximal monotone operator is crucial in optimization as it captures both the subdifferential operator of a convex, lower semicontinuous, and proper function and any (not necessarily symmetric) continuous linear positive operator. It was recently discovered that most fundamental results on maximal monotone operators allow simpler proofs utilizing Fitzpatrick functions. In this paper, we study Fitzpatrick functions of continuous linear monotone operators defined on a Hilbert space. A novel characterization of skew operators is presented. A result by Brezis and Haraux is reproved using the Fitzpatrick function. We investigate the Fitzpatrick function of the sum of two operators, and we show that a known upper bound is actually exact in finite-dimensional and more general settings. Cyclic monotonicity properties are also analyzed, and closed forms of the Fitzpatrick functions of all orders are provided for all rotators in the Euclidean plane.
引用
收藏
页码:789 / 809
页数:21
相关论文
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