Personalizing performance regression models to black-box optimization problems.
Tome EftimovAnja JankovicGorjan PopovskiCarola DoerrPeter KorosecPublished in: GECCO (2021)
Keyphrases
- black box
- regression model
- optimization problems
- evolutionary algorithm
- black boxes
- objective function
- model selection
- prediction model
- white box
- regression methods
- regression analysis
- test cases
- cost function
- linear regression model
- linear model
- explanatory variables
- multivariate regression
- interval valued data
- regression trees
- regression method
- hybrid systems
- error rate
- generalized linear models
- neural network
- rule extraction
- query language
- generalized linear
- artificial neural networks
- integration testing
- case study
- databases