A Demand Forecasting Method Based on Stochastic Frontier Analysis and Model Average: An Application in Air Travel Demand Forecasting.
Xinyu ZhangYafei ZhengShouyang WangPublished in: J. Syst. Sci. Complex. (2019)
Keyphrases
- demand forecasting
- mathematical model
- exponential smoothing
- parameter estimation
- forecasting accuracy
- prediction model
- objective function
- hybrid model
- historical data
- machine learning
- cross validation
- optimization algorithm
- model selection
- fuzzy logic
- similarity measure
- least squares
- bayesian framework
- correlation coefficient
- supply chain
- bp neural network
- training algorithm
- support vector machine
- forecasting model
- multi objective
- feature space