Limits to expression in genetic programming: Lattice-aggregate modeling

Abstract

AbstreThis paper describes a general theoretical model of size and shape evolution in genetic programming. The proposed model incorporates a mekhanism that is analogous to ballistic accretion in physics. The model indicates a four-region partition of GP search space. It further suggests that two of these regions are not searchable by GP. I