Consensus optimization with delayed and stochastic gradients on decentralized networks.
Benjamin SirbXiaojing YePublished in: IEEE BigData (2016)
Keyphrases
- stochastic optimization
- directed networks
- optimization method
- optimization process
- optimization problems
- stochastic programming
- global optimization
- network analysis
- optimization algorithm
- stochastic search
- discrete optimization
- constrained optimization
- telecommunication networks
- structured peer to peer
- genetic algorithm
- monte carlo sampling
- learning automata
- stochastic model
- optimization methods
- network structure
- complex systems
- distributed systems
- cooperative
- social networks