Tactical Inventory Management in Production-Inventory Systems via An Adaptive Model-Free Control Scheme.
Danielle Nyakam NyaHassane AbouaïssaPublished in: ICNSC (2023)
Keyphrases
- control scheme
- model free
- inventory management
- inventory systems
- lost sales
- inventory level
- reinforcement learning
- optimal policy
- single stage
- lead time
- supply chain
- multi item
- closed loop
- control strategy
- setup cost
- control system
- dynamic model
- production planning
- function approximation
- production cost
- infinite horizon
- lot sizing
- inventory control
- expected cost
- total cost
- production system
- supply chain management
- finite horizon
- long run
- single item
- multistage
- mathematical model
- state space
- robust optimization
- neural network
- cost function
- manufacturing systems
- support vector
- machine learning