Statistical Learning of Service-Dependent Demand in a Multiperiod Newsvendor Setting.
Tianhu DengZuo-Jun Max ShenJ. George ShanthikumarPublished in: Oper. Res. (2014)
Keyphrases
- statistical learning
- inventory models
- single period
- inventory control
- stochastic demand
- lost sales
- information theory
- planning horizon
- model selection
- customer service
- service level
- stochastic inventory
- supervised learning
- multi view face detection
- finite horizon
- capacity expansion
- information asymmetry
- lead time
- inventory policy
- inventory systems
- order quantity
- feature selection
- single item
- periodic review
- machine learning
- lot sizing
- multi item
- manifold learning
- infinite horizon
- capacity planning
- supply chain
- semi supervised
- fixed cost
- semi supervised learning
- average cost
- production planning