Gradient Information and Regularization for Gene Expression Programming to Develop Data-Driven Physics Closure Models

Fabian Waschkowski, Haochen Li, Abhishek Deshmukh +5

Learning accurate numerical constants when developing algebraic models is a known challenge for evolutionary algorithms, such as Gene Expression Programming (GEP). This paper intro…