Using two-stage genetic algorithms to solve the nonlinear time series models for ten-day streamflow forecasting.
Chin-Hui LiuChang-Shian ChenPublished in: IEEE Congress on Evolutionary Computation (2007)
Keyphrases
- genetic algorithm
- statistical models
- neural network
- short term prediction
- echo state networks
- autoregressive
- multi objective
- probabilistic model
- arima model
- short term
- autoregressive integrated moving average
- box jenkins
- weather forecasting
- forecasting accuracy
- moving average
- forecasting model
- historical data
- complex systems
- fitness function
- metaheuristic
- genetic programming
- fuzzy logic