Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance.
Tsung-Hui ChangWei-Cheng LiaoMingyi HongXiangfeng WangPublished in: CoRR (2015)
Keyphrases
- convergence analysis
- global convergence
- optimization methods
- alternating direction method of multipliers
- convergence rate
- optimality conditions
- convergence speed
- optimization algorithm
- optimization problems
- global optimization
- global optimum
- constrained optimization
- quadratic programming
- newton method
- augmented lagrangian method
- convex optimization
- combinatorial optimization
- optimization method
- total variation
- neural network
- convex relaxation