Abstract
In terms of the mapping involved in a variational inequality, we characterize the Gâteaux differentiability of the dual gap function G and present several sufficient conditions for its directional derivative expression, including one weaker than that of Danskin [J.M. Danskin, The theory of max-min, with applications, SIAM Journal on Applied Mathematics 14 (1966) 641-664]. When the solution set of a variational inequality problem is contained in that of its dual problem, the Gâteaux differentiability of G on the latter turns out to be equivalent to the conditions appearing in the authors' recent results about the weakly sharp solutions of the variational inequality problem.
| Original language | English |
|---|---|
| Pages (from-to) | 328-344 |
| Number of pages | 17 |
| Journal | European Journal of Operational Research |
| Volume | 190 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 16 Oct 2008 |
| Externally published | Yes |
Keywords
- Directional derivative
- Dual gap function
- Gâteaux differentiability
- Variational inequality
- Weak sharpness