Combining genetic algorithm and compressed sensing for features and operators selection in symbolic regression

Aliaksei Mazheika, Sergey V. Levchenko, Luca M. Ghiringhelli

Symbolic-inference methods have recently found a broad application in materials science. In particular, the Sure-Independence Screening and Sparsifying Operator (SISSO) performs sy…