Linear model decision trees as surrogates in optimization of engineering applications.
Bashar L. AmmariEmma S. JohnsonGeorgia StinchfieldTaehun KimMichael BynumWilliam E. HartJoshua PulsipherCarl D. LairdPublished in: Comput. Chem. Eng. (2023)
Keyphrases
- linear model
- decision trees
- linear models
- regression model
- regression trees
- least squares
- linear transformation
- nonlinear models
- additive model
- linear transformations
- optimization algorithm
- machine learning
- optimization method
- optimization problems
- machine learning algorithms
- random forest
- naive bayes
- control law
- decision tree induction
- training data
- logistic regression
- ensemble methods
- optical flow
- evolutionary algorithm
- viewpoint
- data mining