Learning Symbolic Expressions: Mixed-Integer Formulations, Cuts, and Heuristics

Jongeun Kim, Sven Leyffer, Prasanna Balaprakash

In this paper we consider the problem of learning a regression function without assuming its functional form. This problem is referred to as symbolic regression. An expression tree…