Optimal control of service rates and arrivals in Jackson networks.
Amir AzaronS. M. T. Fatemi GhomiPublished in: Eur. J. Oper. Res. (2003)
Keyphrases
- optimal control
- service rates
- state dependent
- stationary distribution
- service times
- queueing networks
- control problems
- dynamic programming
- control strategy
- feedback control
- heavy traffic
- queue length
- optimal control problems
- steady state
- asymptotically optimal
- reinforcement learning
- infinite horizon
- arrival rate
- markov chain
- single server
- neural network
- transition probabilities
- random walk
- sufficient conditions
- machine learning
- decision making
- queueing systems
- web services
- optimal policy
- random variables
- multistage