Alternating direction method of multipliers for a class of nonconvex bilinear optimization: convergence analysis and applications.
Davood HajinezhadQingjiang ShiPublished in: J. Glob. Optim. (2018)
Keyphrases
- convergence analysis
- alternating direction method of multipliers
- convex optimization
- global convergence
- image restoration and reconstruction
- optimization problems
- global optimization
- nonlinear programming
- optimality conditions
- optimization methods
- total variation
- convergence rate
- newton method
- global optimum
- optimization algorithm
- convex relaxation
- objective function
- genetic algorithm
- learning algorithm
- reinforcement learning
- variational inequalities
- convex sets
- input image
- singular value decomposition
- optimization method