Supply chain planning: a reinforcement learning approach to production planning in the fabrication/fulfillment manufacturing process.
Heng CaoHaifeng XiStephen F. SmithPublished in: WSC (2003)
Keyphrases
- production planning
- supply chain
- manufacturing process
- reinforcement learning
- planning horizon
- lot sizing
- product life cycle
- multi period
- process control
- lead time
- manufacturing systems
- quality control
- supply chain management
- integer programming
- planning process
- capacity planning
- infinite horizon
- knapsack problem
- production cost
- control system
- mixed integer programming
- discrete event
- decision making
- product design
- product quality
- inventory control
- markov decision processes
- state space
- optimal policy
- optimal control
- setup cost
- process planning
- shop floor
- service level
- constraint programming
- optimal solution
- multistage
- complex systems