Integrated lot-sizing and scheduling: Mitigation of uncertainty in demand and processing time by machine learning.
Mohammad RohaninejadMikolás JanotaZdenek HanzálekPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- lot sizing
- rolling horizon
- machine learning
- inventory systems
- single item
- production planning
- lead time
- planning horizon
- setup times
- multi item
- multi period
- multistage
- setup cost
- lot size
- parallel machines
- production rate
- assembly systems
- mixed integer programming
- production cost
- capacity expansion
- single stage
- scheduling problem
- mixed integer
- ordering cost
- lost sales
- periodic review
- supply chain
- stochastic inventory control
- cutting stock
- fixed cost
- reinforcement learning
- inventory models
- learning algorithm
- scheduling algorithm
- inventory control
- holding cost
- data mining
- inventory policy
- single product
- service level
- production process
- precedence constraints
- production system