QBD Modelling of a finite state controller for queueing systems with unobservable Markovian environments.
Azam AsanjaraniPublished in: QTNA (2016)
Keyphrases
- finite state
- queueing systems
- markov chain
- markov processes
- policy iteration algorithm
- queueing model
- arrival rate
- steady state
- markov decision processes
- model checking
- single server
- control problems
- queueing networks
- optimal policy
- control algorithm
- control system
- neural network
- partially observable markov decision processes
- markov process
- transition probabilities
- queue length
- heavy traffic
- service times
- stationary distribution
- closed loop
- optimal control
- policy iteration
- dynamic environments
- average cost