Machine Learning-Supported Planning of Lead Times in Job Shop Manufacturing.
Kathrin Julia KramerCarsten WagnerMatthias SchmidtPublished in: APMS (1) (2020)
Keyphrases
- job shop
- lead time
- assembly systems
- machine learning
- production scheduling
- job shop scheduling
- production planning
- lot sizing
- scheduling problem
- process planning
- supply chain
- inventory control
- inventory systems
- resource constrained
- job shop scheduling problem
- service level
- infinite horizon
- multistage
- memetic algorithm
- stochastic lead times
- capacity expansion
- single stage
- setup cost
- inventory level
- manufacturing systems
- planning horizon
- holding cost
- total cost
- complex systems
- random variables
- computer aided design
- probability distribution
- decision making