Econometric genetic programming outperforms traditional econometric algorithms for regression tasks.
André Luiz Farias NovaesRicardo TanscheitDouglas Mota DiasPublished in: GECCO (Companion) (2017)
Keyphrases
- genetic programming
- significant improvement
- computational efficiency
- regression model
- benchmark datasets
- orders of magnitude
- regression algorithm
- times faster
- computational complexity
- regression problems
- computationally efficient
- exchange rate
- evolutionary computation
- linear models
- symbolic regression
- image segmentation
- classification algorithm
- optimization problems
- worst case
- data structure