William B. Langdon

Genetic improvement: A key challenge for evolutionary computation

2016

Automatic Programming has long been a sub-goal of Artificial Intelligence (AI). It is feasible in limited domains. Genetic Improvement (GI) has expanded these dramatically to more than 100 000 lines of code by building on …

Fast Generation of Big Random Binary Trees

2020 · arXiv (Cornell University)

random_tree() is a linear time and space C++ implementation able to create trees of up to a billion nodes for genetic programming and genetic improvement experiments. A 3.60GHz CPU can generate more than 18 million …