State-space ARIMA for supply-chain forecasting.
Ivan SvetunkovJohn E. BoylanPublished in: Int. J. Prod. Res. (2020)
Keyphrases
- supply chain
- state space
- arima model
- exponential smoothing
- short term
- demand forecasting
- autoregressive integrated moving average
- long term
- supply chain management
- inventory management
- hybrid model
- reinforcement learning
- lead time
- bullwhip effect
- operating costs
- markov decision processes
- dynamic programming
- decision making
- inventory control
- markov chain
- forecasting accuracy
- quantity discount
- market demand
- search space
- cost savings
- distribution centers
- optimal policy
- prediction model
- uncertain demand
- trading partners
- service level
- multiagent based simulation
- customer demand
- trading agents
- forecasting model
- non stationary