Randomized Shared Queues Applied to Distributed Optimization Algorithms.
Hyunyoung LeeJennifer L. WelchPublished in: ISAAC (2001)
Keyphrases
- optimization problems
- discrete optimization
- learning algorithm
- data sets
- computational cost
- data structure
- distributed systems
- theoretical analysis
- optimization algorithm
- optimization methods
- computational efficiency
- efficient optimization
- stochastic gradient
- orders of magnitude
- machine learning algorithms
- data mining algorithms
- steady state
- times faster
- combinatorial optimization
- optimization process
- queueing networks
- evolutionary algorithm
- stochastic search
- reinforcement learning
- optimization approaches
- decision trees