This paper contrasts autoconstructive evolution, where evolving programs determine their own variations, with the PushGP genetic programming system. A problem size scaling analysis is performed on structural problems to study the dynamics of this hybrid approach.
Jul 7, 2012
This chapter describes a new approach to names in genetic programming based on Holland’s concept of tags, demonstrating their use in extending the power of genetic programming systems and solving a robot navigation problem.
Jul 6, 2011