A stochastic primal-dual algorithm for distributed asynchronous composite optimization.
Pascal BianchiWalid HachemFranck IutzelerPublished in: GlobalSIP (2014)
Keyphrases
- stochastic optimization
- stochastic programming
- distributed systems
- autonomy oriented computing
- distributed environment
- distributed constraint satisfaction problems
- optimization method
- stochastic search
- discrete optimization
- optimization algorithm
- global optimization
- distributed data
- learning automata
- databases
- optimization process
- mathematical programming
- optimization methods
- fault tolerant
- multistage
- cooperative
- stochastic processes
- communication overhead
- heterogeneous environments
- combinatorial optimization
- optimization strategies
- monte carlo sampling
- peer to peer
- optimal control problems