A dual approach for optimal algorithms in distributed optimization over networks.
César A. UribeSoomin LeeAlexander V. GasnikovAngelia NedicPublished in: Optim. Methods Softw. (2021)
Keyphrases
- optimization problems
- worst case
- combinatorial optimization
- approximately optimal
- data structure
- social networks
- exhaustive search
- learning algorithm
- joint optimization
- optimization methods
- distributed environment
- theoretical analysis
- computational cost
- dynamic programming
- significant improvement
- reinforcement learning
- data mining
- simulated annealing
- distributed systems
- peer to peer
- computationally efficient
- complex networks
- data streams
- cooperative
- evolution strategy
- heterogeneous networks
- discrete optimization
- distributed constraint optimization