135 citations · 140 across the 5 of their papers we have counts for
5 papers
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…
Investigating the Evolvability of Web Page Load Time
Brendan Cody-Kenny, Umberto Manganiello, John Farrelly +4
Client-side Javascript execution environments (browsers) allow anonymous functions and event-based programming concepts such as callbacks. We investigate whether a mutate-and-test…
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…
An efficient Search Tool for an Anti-Money Laundering Application of an Multi-national Bank's Dataset
Nhien-An Le-Khac, Sammer Markos, Michael O'Neill +2
Today, money laundering (ML) poses a serious threat not only to financial institutions but also to the nations. This criminal activity is becoming more and more sophisticated and s…