Fabio Caraffini

0000-0001-9199-7368

Associate Professor (Optimisation; Evolutionary computation; Fuzzy computation; Artificial intelligence not elsewhere classified)

I am an Associate Professor at Swansea University (UK) and an Honorary Senior Research Fellow at De Montfort University (DMU, UK). I hold a PhD in Computer Science (De Montfort University, UK, 2014) and in Mathematical Information Technology (University of Jyväskylä, Finland, 2016). My research interests are in Computational Intelligence, both applied and fundamental, with a strong emphasis on Evolutionary Computation and heuristics for optimisation. DMU Figshare account: https://figshare.com/authors/Fabio_Caraffini/6657968

Publications

Infeasibility and structural bias in differential evolution (2019), Information Sciences, DOI: 10.1016/j.ins.2019.05.019
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain, IEEE Transactions on Evolutionary Computation, 10.1109/TEVC.2022.3189848
HyperSPAM: A study on hyper-heuristic coordination strategies in the continuous domain (2019), Information Sciences, DOI: 10.1016/j.ins.2018.10.033
An analysis on separability for Memetic Computing automatic design (2014), Information Sciences, DOI: 10.1016/j.ins.2013.12.044
Parallel memetic structures (2013), Information Sciences, DOI: 10.1016/j.ins.2012.11.017
Towards a software tool for general meal optimisation, Applied Intelligence, DOI: 10.1007/s10489-022-03935-0
A new moving peaks benchmark with attractors for dynamic evolutionary algorithms, Swarm and Evolutionary Computation, DOI: 10.1016/j.swevo.2022.101125
Using structural bias to analyse the behaviour of modular CMA-ES, GECCO2022, DOI: 10.1145/3520304.3534035