Empirical study of surrogate models for black box optimizations obtained using symbolic regression via genetic programming.
Glen D. Rodriguez RafaelCarlos Javier Solano SalinasPublished in: GECCO (Companion) (2011)
Keyphrases
- genetic programming
- symbolic regression
- black box
- empirical studies
- fitness function
- gene expression programming
- grammatical evolution
- black boxes
- evolutionary computation
- white box
- empirical analysis
- evolutionary algorithm
- case study
- genetic algorithm
- regression problems
- integration testing
- neural network
- artificial intelligence
- data sets
- software package
- data model
- white box testing