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 language | English |
|---|---|
| Pages (from-to) | 323-336 |
| Number of pages | 14 |
| Journal | Nonlinear Analysis, Theory, Methods and Applications |
| Volume | 69 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 1 Jul 2008 |
| Externally published | Yes |
Keywords
- (Locally) Farkas-Minkowski condition
- Conjugate functions
- Constraint qualifications
- Fenchel-Lagrange dual
- Stable strong duality