A Study of GP's Division Operators for Symbolic Regression

Article explores three possible implementations of the division operator in genetic programming -- protected division, division throwing an exception and division returning an undefined result. The article proposes a simple classification scheme and discusses the subtle differences between operators. Results of a case study on the well known binomial-3 problem are presented. They suggest that the (most common) protected division returning 1 is not always the safest bet.