Abstract
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 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 as Fitzpatrick transform.
In the special case where ϕ is the Fitzpatrick function of the operator, the family of
equivalent saddle functions is explicitly constructed. In thiswaywe exhibit the relation
between the recent theory of representative functions, and the much older theory of
saddle functions initiated by Rockafellar.
| Original language | English |
|---|---|
| Pages (from-to) | 433-448 |
| Number of pages | 16 |
| Journal | Mathematical Programming |
| Volume | 168 |
| DOIs | |
| Publication status | Published - 2018 |
Keywords
- Fitzpatrick function
- Fitzpatrick transform
- Maximal monotonicity
- representative function
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