Asynchronous Distributed ADMM for Large-Scale Optimization- Part I: Algorithm and Convergence Analysis.
Tsung-Hui ChangMingyi HongWei-Cheng LiaoXiangfeng WangPublished in: CoRR (2015)
Keyphrases
- convergence analysis
- optimization algorithm
- cost function
- global convergence
- learning algorithm
- dynamic programming
- optimal solution
- search space
- np hard
- worst case
- neural network
- ant colony optimization
- convergence rate
- alternating direction method of multipliers
- global optimum
- hybrid algorithm
- particle swarm optimization