The rate of convergence of the augmented Lagrangian method for nonlinear semidefinite programming.
Defeng SunJie SunLiwei ZhangPublished in: Math. Program. (2008)
Keyphrases
- semidefinite programming
- augmented lagrangian method
- primal dual
- global convergence
- convergence rate
- linear programming
- interior point methods
- convex optimization
- kernel matrix
- global optimum
- augmented lagrangian
- total variation
- maximum margin
- convergence speed
- optimal solution
- linear program
- constrained optimization problems
- image denoising
- denoising