Ensemble Kalman filter for GAN-ConvLSTM based long lead-time forecasting.
Meiling ChengFangxin FangIonel Michael NavonChristopher C. PainPublished in: J. Comput. Sci. (2023)
Keyphrases
- kalman filter
- lead time
- kalman filtering
- supply chain
- service level
- inventory systems
- single item
- state estimation
- object tracking
- lot sizing
- stochastic lead times
- state space model
- particle filter
- random variables
- total cost
- mean shift
- inventory control
- setup cost
- extended kalman filter
- neural network
- particle filtering
- planning horizon
- utility function
- holding cost
- infinite horizon
- training set
- feature selection
- graphical models
- state space
- lot size
- lost sales
- update equations
- learning algorithm