Active Learning in Symbolic Regression with Physical Constraints.
Jorge MedinaAndrew D. WhitePublished in: CoRR (2023)
Keyphrases
- physical constraints
- symbolic regression
- active learning
- genetic programming
- gene expression programming
- software package
- evolutionary computation
- grammatical evolution
- parameter optimization
- fitness function
- learning algorithm
- unlabeled data
- random sampling
- regression problems
- semi supervised
- labeled data
- supervised learning
- evolutionary algorithm
- training set
- semi supervised learning
- transfer learning
- cost sensitive
- generalization error
- genetic algorithm
- open source
- case study