Interpretable scientific discovery with symbolic regression: a review.
Nour MakkeSanjay ChawlaPublished in: Artif. Intell. Rev. (2024)
Keyphrases
- scientific discovery
- symbolic regression
- genetic programming
- gene expression programming
- human reasoning
- grammatical evolution
- knowledge discovery
- evolutionary computation
- artificial intelligence
- software package
- parameter optimization
- evolutionary algorithm
- genetic algorithm
- open source
- information retrieval
- bayesian networks
- training data
- fitness function
- regression problems
- feature selection
- machine learning