Directed differential equation discovery using modified mutation and cross-over operators

Elizaveta Ivanchik, Alexander Hvatov

The discovery of equations with knowledge of the process origin is a tempting prospect. However, most equation discovery tools rely on gradient methods, which offer limited control…