Optimal Algorithms for Non-Smooth Distributed Optimization in Networks.
Kevin ScamanFrancis R. BachSébastien BubeckLaurent MassouliéYin Tat LeePublished in: NeurIPS (2018)
Keyphrases
- optimization problems
- approximately optimal
- discrete optimization
- cooperative
- computational cost
- worst case
- significant improvement
- learning algorithm
- efficient optimization
- distributed computation
- optimal design
- theoretical analysis
- computational complexity
- evolutionary algorithm
- computationally efficient
- mobile agents
- combinatorial optimization
- global optimization
- convergence rate
- constrained optimization
- exhaustive search
- optimization procedure
- search algorithm
- optimal solution
- decision trees
- social networks
- genetic algorithm