Forecasting time series with genetic programming based on least square method.
Fengmei YangMeng LiAnqiang HuangJian LiPublished in: J. Syst. Sci. Complex. (2014)
Keyphrases
- genetic programming
- weather forecasting
- financial forecasting
- forecasting accuracy
- financial time series
- arma model
- fitness function
- exponential smoothing
- box jenkins
- hybrid model
- symbolic regression
- gene expression programming
- forecasting model
- chaotic time series
- evolutionary computation
- short term
- arima model
- dynamic time warping
- garch model
- grammar guided genetic programming
- stock market
- classification rules
- genetic algorithm
- evolutionary algorithm
- support vector regression
- non stationary
- parameter identification
- autoregressive integrated moving average
- mackey glass
- bp neural network
- evolutionary approaches
- autoregressive
- prediction model
- moving average
- parametric optimization
- short term prediction
- turning points
- neural network model
- artificial neural networks
- demand forecasting
- autoregressive model
- load forecasting
- chronic hepatitis
- exchange rate
- data mining tasks