Optimisation and control of the supply of blood bags in hemotherapic centres via Markov decision process with discounted arrival rate.
Henrique L. F. SoaresEdilson F. ArrudaLaura BahienseDaniel GartnerLuiz Amorim FilhoPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- markov decision process
- arrival rate
- infinite horizon
- markov decision processes
- optimal policy
- state space
- finite horizon
- reinforcement learning
- optimal control
- asymptotically optimal
- queueing systems
- steady state
- average cost
- control system
- state dependent
- dynamic programming
- queueing networks
- initial state
- policy iteration
- poisson process
- heavy traffic
- stationary policies
- sufficient conditions
- decision making