Representative functions of maximally monotone operators and bifunctions

  • Monica Bianchi
  • , Nicolas Hadjisavvas
  • , Rita Pini*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

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 this way we exhibit the relation between the recent theory of representative functions, and the much older theory of saddle functions initiated by Rockafellar.

Original languageEnglish
Pages (from-to)433-448
Number of pages16
JournalMathematical Programming
Volume168
Issue number1-2
DOIs
StatePublished - 1 Mar 2018

Bibliographical note

Publisher Copyright:
© 2016, Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society.

Keywords

  • Fitzpatrick function
  • Fitzpatrick transform
  • Maximal monotonicity
  • representative function

ASJC Scopus subject areas

  • Software
  • General Mathematics

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