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Welcome to the UCD Natural Computing Research & Applications Group

We are an interdisciplinary team of researchers motivated by Artificial Intelligence and Complex Adaptive Systems, who are based in the UCD Michael Smurfit Graduate Business School, operating at the intersections of disciplines including Business, Analytics, Computer Science, Statistics & Mathematics, and Biology.

News

Better generalisation performance for symbolic regression models

Miguel Nicolau with NCRA alumnus Alexandros Agapitos have published their latest research on function sets, generalisation and symbolic regression in the Genetic Programming & Evolvable Machines journal. Nicolau, M., Agapitos, A. (2020). Choosing function sets with better generalisation performance for symbolic regression models. Genetic Programming and Evolvable Machines. https://doi.org/10.1007/s10710-020-09391-4

20th Anniversary issue of the Genetic Programming & Evolvable Machines journal

NCRA researchers (Róisín Loughran, Tony Brabazon and Michael O’Neill) have published three articles in the 20th Anniversary issue of the journal Genetic Programming & Evolvable Machines. Two articles provide an overview of research in application areas we have been focusing on as a group for sometime, Finance & Economics (https://rdcu.be/b4KkQ), and Computational Creativity (https://rdcu.be/b4KkT). The …