Statistical Characterization and Optimization of Artificial Neural Networks in Time Series Forecasting: The One-Period Forecast Case.
María Angélica Salazar AguilarGuillermo J. Moreno RodríguezMauricio Cabrera-RíosPublished in: Computación y Sistemas (2006)
Keyphrases
- artificial neural networks
- neural network
- optimization method
- back propagation
- optimization problems
- optimization algorithm
- radial basis function
- computational intelligence
- using artificial neural networks
- soft computing
- statistical inference
- short term
- genetic algorithm ga
- global optimization
- neural network model
- application of artificial neural networks
- genetic algorithm
- data driven
- recurrent neural networks
- optimization methods
- optimization process
- predictive model
- arima model
- generalized regression neural network
- optimization model
- hidden layer
- multilayer perceptron
- feed forward
- fuzzy logic
- data mining