The hybrid PROPHET-SVR approach for forecasting product time series demand with seasonality.
Liang GuoWeiguo FangQiuhong ZhaoXu WangPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- support vector regression
- forecasting accuracy
- demand forecasting
- hybrid model
- forecasting model
- singular spectrum analysis
- exponential smoothing
- weather forecasting
- profit maximizing
- financial time series
- regression model
- support vector
- neural network model
- support vector machine
- support vector machine svm
- arma model
- short term
- customer demand
- bp neural network
- life cycle
- chaotic time series
- non stationary
- kernel function
- mackey glass
- load forecasting
- single product
- electricity markets
- neural network
- product design
- production planning
- electronic equipment
- box jenkins