Analyzing optimized constants in genetic programming on a real-world regression problem.
Dominik SobaniaMartin BrieschDavid WittenbergFranz RothlaufPublished in: GECCO Companion (2022)
Keyphrases
- genetic programming
- symbolic regression
- real world
- regression problems
- fitness function
- evolutionary computation
- regression model
- grammar guided genetic programming
- gene expression programming
- evolutionary algorithm
- wide range
- case study
- genetic algorithm
- data sets
- model selection
- database
- real life
- locally weighted
- synthetic data
- regression function
- support vector
- linear regression
- hyper heuristics
- financial forecasting