Convergence Analysis of Alternating Direction Method of Multipliers for a Family of Nonconvex Problems.
Mingyi HongZhi-Quan LuoMeisam RazaviyaynPublished in: SIAM J. Optim. (2016)
Keyphrases
- convergence analysis
- stationary points
- alternating direction method of multipliers
- image restoration and reconstruction
- optimization problems
- convex optimization
- nonlinear programming
- optimality conditions
- global optimization
- machine learning
- objective function
- linear programming
- mathematical programming
- convex relaxation