Hospital Inventory Management Through Markov Decision Processes @runtime.
Marco BiagiLaura CarnevaliFrancesco SantoniEnrico VicarioPublished in: QEST (2018)
Keyphrases
- markov decision processes
- inventory management
- supply chain
- optimal policy
- lost sales
- finite state
- vehicle routing
- state space
- dynamic programming
- transition matrices
- finite horizon
- policy iteration
- supply chain management
- reinforcement learning
- infinite horizon
- average cost
- markov decision process
- robust optimization
- decision theoretic planning
- machine learning
- lead time
- linear program
- constraint satisfaction problems
- random walk
- linear programming
- search algorithm