New regularity conditions for strong and total Fenchel-Lagrange duality in infinite dimensional spaces

Radu Ioan Boţ, Sorin Mihai Grad, Gert Wanka

Research output: Contribution to journalArticlepeer-review

Abstract

We give new regularity conditions for convex optimization problems in separated locally convex spaces. We completely characterize the stable strong and strong Fenchel-Lagrange duality. Then we give similar statements for the case when a solution of the primal problem is assumed as known, obtaining complete characterizations for the so-called total and stable totalFenchel-Lagrange duality, respectively. For particular settings the conditions that we consider turn into some constraint qualifications already used by different authors, like Farkas-Minkowski CQ, locally Farkas-Minkowski CQ and basic CQ, and we rediscover and improve some recent results from the literature.

Original languageEnglish
Pages (from-to)323-336
Number of pages14
JournalNonlinear Analysis, Theory, Methods and Applications
Volume69
Issue number1
DOIs
Publication statusPublished - 1 Jul 2008
Externally publishedYes

Keywords

  • (Locally) Farkas-Minkowski condition
  • Conjugate functions
  • Constraint qualifications
  • Fenchel-Lagrange dual
  • Stable strong duality

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