Optimal Control of State-Dependent Service Rates in a MAP/M/1 Queue.
Li XiaQi-Ming HeAttahiru Sule AlfaPublished in: IEEE Trans. Autom. Control. (2017)
Keyphrases
- optimal control
- service rates
- state dependent
- steady state
- queue length
- optimal policy
- dynamic programming
- arrival rate
- asymptotically optimal
- queueing networks
- single server
- reinforcement learning
- stationary distribution
- infinite horizon
- control strategy
- average cost
- queueing model
- markov chain
- customer classes
- heavy traffic
- queueing systems
- service times
- poisson process
- long run
- setup cost
- service systems