UCD Natural Computing Research & Applications Group

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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

Announcing New Funding for Reg-Fr-AIMs

The Irish Minister for Further and Higher Education, Research, Innovation and Science Simon Harris has today announced funding from Science Foundation Ireland for UCD’s Natural Computing Research & Applications Group led by Prof Michael O’Neill and Prof Fergal McCaffery (Director Regulated Software Research Centre (RSRC) in Dundalk Institute of Technology) for the Reg-Fr-AIMs project, which …

Adaptive Athlete Training Plan Generation

Our paper “Adaptive Athlete Training Plan Generation: An Optimal Control Systems Approach” has been published in the Journal of Science and Medicine in Sport, Volume 25 Issue 4. We address the problem of automatically adapting athlete training plans using approaches from control systems theory and artificial intelligence, comparing a novel evolutionary computation approach, to proportional …

Optimizing Team Sport Training With Multi-Objective Evolutionary Computation

A collaboration between the UCD Natural Computing Research and Applications Group and STATSports has resulted in a journal publication introducing a novel method for mathematically optimising team sport training models using evolutionary computation. Connor M., Fagan D., Watters B., McCaffery F., O’Neill M. (2021). Optimizing Team Sport Training With Multi-Objective Evolutionary Computation. International Journal of Computer …

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