| Article ID: | iaor1989752 |
| Country: | United States |
| Volume: | 14 |
| Issue: | 3 |
| Start Page Number: | 462 |
| End Page Number: | 484 |
| Publication Date: | Aug 1989 |
| Journal: | Mathematics of Operations Research |
| Authors: | Rockafellar R. Tyrrell |
Second-order optimality conditions for finite-dimensional smooth and nonsmooth nonlinear programming are obtained by a new method that emphasizes a close connection with geometrical approximation of the essential objective function. The approximation is secured by the use of certain epi-derivatives defined by epiconvergence. The optimality conditions are expressed in a form that covers general interval constraints and their possible representation through penalties or an augmented Lagrangian. An abstract constraint involving restriction to a convex polyhedron is incorporated.