Performance comparison of several response surface surrogate models and ensemble methods for water injection optimization under uncertainty.
Masoud BabaeiIndranil PanPublished in: Comput. Geosci. (2016)
Keyphrases
- response surface
- ensemble methods
- design space
- prediction accuracy
- parameter selection
- machine learning methods
- ensemble learning
- random forests
- decision trees
- generalization ability
- benchmark datasets
- decision tree ensembles
- bootstrap sampling
- activation patterns
- base classifiers
- optimization algorithm
- finite element model
- high dimensional
- feature space