Symbolic regression for scientific discovery: an application to wind speed forecasting.
Ismail Alaoui AbdellaouiSiamak MehrkanoonPublished in: SSCI (2021)
Keyphrases
- scientific discovery
- wind speed
- symbolic regression
- wind power
- genetic programming
- short term
- long term
- gene expression programming
- human reasoning
- software package
- knowledge discovery
- evolutionary computation
- meteorological data
- artificial intelligence
- short term prediction
- parameter optimization
- wind turbine
- wind farm
- forecasting model
- fitness function
- evolutionary algorithm
- load forecasting
- open source
- genetic algorithm
- decision support system
- support vector
- data analysis
- genetic algorithm ga
- knowledge base
- decision making
- model selection
- arima model
- relative humidity
- neural network