Distributed Optimization via Local Computation Algorithms.
Palma LondonNiangjun ChenShai VardiAdam WiermanPublished in: SIGMETRICS Perform. Evaluation Rev. (2017)
Keyphrases
- discrete optimization
- optimization problems
- data structure
- computationally efficient
- multi agent
- stochastic search
- computational complexity
- optimization methods
- distributed systems
- benchmark datasets
- recently developed
- combinatorial optimization
- orders of magnitude
- learning algorithm
- theoretical analysis
- computational cost
- computational efficiency
- times faster
- global optimization
- linear programming
- graph theory
- search algorithm
- optimal solution
- stochastic gradient