Optimal Control of Single-Stage Hybrid Systems with Poisson Arrivals and Deterministic Service Times.
Kagan GokbayrakM. MisirciPublished in: ISIC (2005)
Keyphrases
- optimal control
- poisson arrivals
- single stage
- service times
- queueing systems
- control problems
- multistage
- fluid model
- dynamic programming
- arrival rate
- steady state
- single server queue
- service rates
- single server
- infinite horizon
- control strategy
- queueing model
- reinforcement learning
- queue length
- lost sales
- state dependent
- queueing networks
- setup cost
- random variables
- objective function
- waiting times
- state space
- stationary distribution
- optimal policy
- production system
- inventory level
- computational complexity
- markov chain
- asymptotically optimal
- machine learning