Asynchronous Distributed ADMM for Large-Scale Optimization - Part II: Linear Convergence Analysis and Numerical Performance.
Tsung-Hui ChangWei-Cheng LiaoMingyi HongXiangfeng WangPublished in: IEEE Trans. Signal Process. (2016)
Keyphrases
- convergence analysis
- global convergence
- convergence speed
- alternating direction method of multipliers
- optimization algorithm
- augmented lagrangian method
- global optimum
- convergence rate
- optimization methods
- convex optimization
- search algorithm
- global optimization
- linear constraints
- sensitivity analysis
- optimality conditions
- optimization method
- differential evolution
- optimization problems