Forecasting Demand in Supply Chain Using Machine Learning Algorithms.
Nicholas AmpazisPublished in: Int. J. Artif. Life Res. (2015)
Keyphrases
- machine learning algorithms
- supply chain
- demand forecasting
- bullwhip effect
- inventory management
- lead time
- inventory control
- benchmark data sets
- learning algorithm
- operating costs
- capacity planning
- supply chain management
- machine learning
- decision trees
- uncertain demand
- customer demand
- planning horizon
- cost savings
- safety stock
- market demand
- supplier selection
- demand uncertainty
- inventory policy
- decision making
- distribution network
- stackelberg game
- quantity discount
- forecasting accuracy
- service level
- short term
- single product
- multi period
- replenishment policy
- consumer market
- dynamic pricing
- revenue sharing