On the Convergence Properties of a Majorized Alternating Direction Method of Multipliers for Linearly Constrained Convex Optimization Problems with Coupled Objective Functions.
Ying CuiXudong LiDefeng SunKim-Chuan TohPublished in: J. Optim. Theory Appl. (2016)
Keyphrases
- convex optimization
- convex optimization problems
- alternating direction method of multipliers
- objective function
- linearly constrained
- optimization problems
- total variation
- cost function
- linear constraints
- convex relaxation
- special case
- denoising
- evolutionary algorithm
- low rank
- interior point methods
- optimal solution
- image segmentation