Stochastic inexact augmented Lagrangian method for nonconvex expectation constrained optimization.
Zichong LiPin-Yu ChenSijia LiuSongtao LuYangyang XuPublished in: Comput. Optim. Appl. (2024)
Keyphrases
- constrained optimization
- augmented lagrangian
- augmented lagrangian method
- objective function
- lagrange multipliers
- constrained optimization problems
- stationary points
- convex optimization
- penalty function
- total variation regularization
- optimization problems
- global optimization
- total variation
- motion estimation
- np hard
- search algorithm
- image processing