Commodity intelligent pricing and replenishment decision based on dynamic programming model based on sliding window and XGBoost regression algorithm.
Yuzhe HuangLinrui WuHao WangZhiyi LiPublished in: IoTAAI (2023)
Keyphrases
- sliding window
- regression algorithm
- dynamic programming
- piecewise linear
- data streams
- semi supervised
- single product
- learning algorithm
- decision making
- regression methods
- fixed size
- stream data
- decision problems
- infinite horizon
- streaming data
- window size
- inventory replenishment
- supply chain
- logistic regression
- multi view
- dynamic pricing
- pairwise
- co training
- machine learning
- least squares
- variable size
- reinforcement learning