On the effect of embedding hierarchy within multi-objective optimization for evolving symbolic regression models.
Atif RafiqEnrique NaredoMeghana KshirsagarConor RyanPublished in: GECCO Companion (2022)
Keyphrases
- multi objective optimization
- regression model
- multi objective
- evolutionary algorithm
- regression methods
- multi objective optimization problems
- regression analysis
- independent variables
- prediction model
- multi objective genetic algorithm
- model selection
- pareto optimal
- generalized linear models
- differential evolution
- multiple objectives
- genetic algorithm
- nsga ii
- linear model
- pareto optimal set
- bi objective
- regression method
- target variable
- explanatory variables
- multivariate regression
- survival analysis
- evolutionary computation
- multi objective genetic algorithms
- artificial neural networks
- generalized linear
- neural network