Convergence analysis of generalized ADMM with majorization for linearly constrained composite convex optimization.
Hongwu LiHaibin ZhangYunhai XiaoPeili LiPublished in: Optim. Lett. (2024)
Keyphrases
- convex optimization
- convergence analysis
- linearly constrained
- alternating direction method of multipliers
- variational inequalities
- primal dual
- linear constraints
- convex sets
- total variation
- global convergence
- optimality conditions
- low rank
- norm minimization
- augmented lagrangian
- convex relaxation
- basis pursuit
- convergence rate
- image restoration
- image processing