Characterizing a Tunably Difficult Problem in Genetic Programming

This paper examines the behavioral phenomena that occur with the tuning of the binomial-3 problem. Our analysis identifies a distinct set of phenomena that may be generalizable to other problems. These phenomena also bring into question whether GA theory has any bearing on GP theory.

• Type: Conference
• Year: 2000
• Where: GECCO
• Authors: Omer A. Chaudhri, Jason M. Daida, Jonathan C. Khoo, Wendell S. Richardsons, Rachel Harrison, William J. Sloat
• Keywords: Behavioral Phenomena, Distinct Set, GECCO 2000, Optimization, Phenomena