Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization.
Zichong LiPin-Yu ChenSijia LiuSongtao LuYangyang XuPublished in: CoRR (2022)
Keyphrases
- constrained optimization
- augmented lagrangian
- augmented lagrangian method
- lagrange multipliers
- objective function
- constrained optimization problems
- convex optimization
- stationary points
- total variation regularization
- penalty function
- optimization problems
- total variation
- multi objective
- linear programming
- natural images
- nonlinear programming