BFGS-ADMM for Large-Scale Distributed Optimization.
Yichuan LiYonghai GongNikolaos M. FrerisPetros G. VoulgarisDusan M. StipanovicPublished in: CDC (2021)
Keyphrases
- alternating direction method of multipliers
- distributed systems
- optimization problems
- cooperative
- optimization algorithm
- optimization process
- global optimization
- data intensive
- constrained optimization
- distributed stream processing
- distributed environment
- global convergence
- optimization methods
- stochastic gradient descent
- limited memory
- small scale
- convergence rate
- evolutionary algorithm
- real world
- peer to peer
- high scalability
- objective function