135 citations · 140 across the 5 of their papers we have counts for
3 papers · 1 filter
An exploration of asocial and social learning in the evolution of variable-length structures
Michael O'Neill, Anthony Brabazon
We wish to explore the contribution that asocial and social learning might play as a mechanism for self-adaptation in the search for variable-length structures by an evolutionary a…
PonyGE2: Grammatical Evolution in Python
Michael Fenton, James McDermott, David Fagan +3
Grammatical Evolution (GE) is a population-based evolutionary algorithm, where a formal grammar is used in the genotype to phenotype mapping process. PonyGE2 is an open source impl…
A Search for Improved Performance in Regular Expressions
Brendan Cody-Kenny, Michael Fenton, Adrian Ronayne +3
The primary aim of automated performance improvement is to reduce the running time of programs while maintaining (or improving on) functionality. In this paper, Genetic Programming…