UCD Natural Computing Research & Applications Group researcher Nam Le has been listed as an EvoStar Outstanding Student of 2019 and is shortlisted for the EvoStar 2019 Best Student Paper Award for his research on “The Evolution of Self-taught Neural Networks in a Multi-agent Environment“. Nam is investigating the interplay between Learning and Evolution as means of adaptation in complex environments.
Professor Michael O’Neill and Dr David Fagan have published “The Elephant in the Room – Towards the Application of Genetic Programming to Automatic Programming” where they discuss how the field of Genetic Programming , representing one of the largest literatures in Artificial Intelligence, should go back to its roots and become re-focused towards the problem of automatic software creation. The research was presented at the GPTP Workshop in Ann Arbor, Michigan in May 2018 and has recently been published in a book by Springer (Genetic Programming Theory and Pratice XVI) in 2019.
Researchers from the UCD Natural Computing Research & Applications Group in collaboration with Bell Labs published in the IEEE/ACM Transactions on Networking journal (Vol.27 Issue 1) a paper titled “Automated Self-Optimization in Heterogeneous Wireless Communications Networks” where they demonstrate that their approach to Artificial Intelligence based on Evolutionary Computation more than triples peak data rates, and show how their approach can be used by network operators to flexibly tune the tradeoff between peak rates and fairness across all mobile network users. The research is supported by Science Foundation Ireland through an Investigator Award to Prof Michael O’Neill who is a Full Professor of Business Analytics at the UCD School of Business.
12-14 December we welcomed TPNC 2018, the 7th instance of the international conference on the Theory & Practice of Natural Computing with over 40 delegates to the UCD Natural Computing Research & Applications Group in the UCD Michael Smurfit Graduate Business School. The proceedings are published by Springer in Lecture Notes in Computer Science Volume LNCS 11324.
Congratulations to David Lynch and Stefan Forstenlechner who both successfully defended their PhD theses this month on “Automated Self-Optimisation in Heterogeneous Wireless Communications Networks using Techniques from Evolutionary Computation” (Lynch) and “Program Synthesis with Grammars and Semantics in Genetic Programming” (Forstenlechner).
John Woodward (Queen Mary University London) visited our group on 9 November 2018 to give a seminar on “Genetic Improvement: Taking Real-World Source Code and Improving it Using Genetic Programming”
To celebrate 20 years since the first publication on Grammatical Evolution at the First EuroGP in 1998 in Paris, France the original authors and inventors of Grammatical Evolution have joined forces to bring together a collection of chapters contributed by leading researchers in the field of Genetic Programming.
Prof Michael O’Neill’s Investigator Award (App’ED) has been shortlisted for the Science Foundation Ireland Best Reported Impact Award 2018 and includes a collaboration with Bell Labs.
Dr Mike Fenton, Dr Ciaran McNally, Dr Jonathan Byrne, Dr James McDermott, Prof Michael O’Neill and Dr Erik Hemberg (MIT) have won the 2017 HUMIES Bronze Award for Human Competitive Artificial Intelligence at the annual ACM GECCO 2017Conference held in Berlin this July. The award winning work focused on Innovative Truss Design using Grammatical Evolution