Exact augmented Lagrangian functions for nonlinear semidefinite programming.
Ellen H. FukudaBruno F. LourençoPublished in: Comput. Optim. Appl. (2018)
Keyphrases
- semidefinite programming
- augmented lagrangian
- primal dual
- convex optimization
- linear programming
- interior point methods
- linear programming problems
- constrained optimization
- total variation
- constrained optimization problems
- image denoising
- kernel matrix
- linear program
- maximum margin
- convergence rate
- kernel methods
- feature extraction
- column generation
- regularization term
- natural images
- np hard
- optimal solution