Distributed Optimization via Gradient Descent with Event-Triggered Zooming over Quantized Communication.
Apostolos I. RikosWei JiangThemistoklis CharalambousKarl Henrik JohanssonPublished in: CoRR (2023)
Keyphrases
- communication overhead
- computer networks
- communication cost
- distributed systems
- fully distributed
- spatially distributed
- distributed control
- cost function
- distributed environment
- optimization problems
- optimization algorithm
- optimization process
- objective function
- distributed computation
- multimedia communication
- constrained optimization
- event detection
- peer to peer
- autonomy oriented computing
- distributed network
- communication systems
- global optimization
- event driven
- information dissemination
- exchange information
- open systems
- interprocess communication
- genetic algorithm
- group communication
- multi agent
- cooperative
- computing environments
- multi robot coordination
- concurrent processes
- global knowledge
- fault tolerant
- stochastic gradient
- support vector
- convergence rate
- stochastic gradient descent
- information sharing
- news stories