Symbolic regression for scientific discovery: an application to wind speed forecasting.
Ismail Alaoui AbdellaouiSiamak MehrkanoonPublished in: CoRR (2021)
Keyphrases
- scientific discovery
- wind speed
- symbolic regression
- wind power
- genetic programming
- short term
- long term
- gene expression programming
- human reasoning
- short term prediction
- software package
- artificial intelligence
- meteorological data
- evolutionary computation
- wind turbine
- forecasting model
- wind farm
- knowledge discovery
- fitness function
- parameter optimization
- evolutionary algorithm
- load forecasting
- regression problems
- databases
- real world
- power plant
- feature selection
- power generation
- prediction model
- intelligent systems
- information retrieval
- machine learning
- relative humidity