Is the Machine Smarter than the Theorist: Deriving Formulas for Particle Kinematics with Symbolic Regression.
Zhongtian DongKyoungchul KongKonstantin T. MatchevKatia MatchevaPublished in: CoRR (2022)
Keyphrases
- symbolic regression
- genetic programming
- grammatical evolution
- evolutionary computation
- parameter optimization
- gene expression programming
- fitness function
- software package
- regression problems
- evolutionary algorithm
- support vector machine
- open source
- control system
- maximum likelihood
- genetic algorithm
- evolution strategy
- learning machines
- high dimensional