Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis.
Qinghua LiuXinyue ShenYuantao GuPublished in: CoRR (2017)
Keyphrases
- convergence analysis
- global convergence
- alternating direction method of multipliers
- augmented lagrangian method
- convex optimization
- stationary points
- global optimum
- convex relaxation
- optimization methods
- optimality conditions
- convergence speed
- global optimization
- newton method
- total variation
- constrained optimization
- nonlinear programming
- optimization algorithm
- optimization problems
- convergence rate
- neural network
- search algorithm
- objective function
- high level