Abstract
The q-asymptotic function is a new tool that permits to study nonconvex optimization problems with unbounded data. It is particularly useful when dealing with quasiconvex functions. In this paper, we obtain formulas for the q-asymptotic function via c-conjugates, directional derivatives and subdifferentials. We obtain them under lower semicontinuity or local Lipschitz assumptions. The well-known formulas for the asymptotic function in the convex case are consequences of these ones. We obtain a new formula for the convex case.
| Original language | English |
|---|---|
| Pages (from-to) | 793-811 |
| Number of pages | 19 |
| Journal | Journal of Optimization Theory and Applications |
| Volume | 173 |
| Issue number | 3 |
| DOIs | |
| State | Published - 1 Jun 2017 |
Keywords
- Asymptotic cones and functions
- Directional derivatives
- Subdifferentials
- c-Conjugates
- q-Asymptotic functions
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