Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters.
AbdElRahman A. ElSaidSteven A. BensonShuchita PatwardhanDavid StademTravis DesellPublished in: EvoApplications (2019)
Keyphrases
- recurrent neural networks
- chaotic time series
- neural network
- complex valued
- echo state networks
- feed forward
- recurrent networks
- prediction accuracy
- artificial neural networks
- financial time series
- long short term memory
- feedforward neural networks
- control system
- prediction model
- reservoir computing
- neural model
- expectation maximization
- maximum likelihood
- linear regression model
- hidden layer
- real time
- nonlinear dynamic systems
- long term
- radial basis function neural network
- parameter space
- control parameters
- power plant
- root mean square error
- support vector
- cascade correlation