Preference-driven multi-objective GP search for regression models with new dominance principle and performance indicators.
Jiayu LiangLudi ZhengHan WuYu XuePublished in: Appl. Intell. (2022)
Keyphrases
- regression model
- multi objective
- genetic programming
- pareto dominance
- prediction model
- regression analysis
- evolutionary algorithm
- multi objective optimization
- regression methods
- linear model
- support vector regression
- search space
- model selection
- generalized linear models
- target variable
- multivariate regression
- neural network
- explanatory variables
- grammar guided genetic programming
- regression trees
- independent variables
- bayesian networks
- genetic algorithm
- pareto optimal
- generalized linear
- gaussian process