31 citations · 54 across the 3 of their papers we have counts for
3 papers
cs.NE2022
Assessing Ranking and Effectiveness of Evolutionary Algorithm Hyperparameters Using Global Sensitivity Analysis Methodologies
Varun Ojha, Jon Timmis, Giuseppe Nicosia
We present a comprehensive global sensitivity analysis of two single-objective and two multi-objective state-of-the-art global optimization evolutionary algorithms as an algorithm…
cs.ET2011★ 31 cited
Collective Adaptive Systems: Challenges Beyond Evolvability
Serge Kernbach, Thomas Schmickl, Jon Timmis
This position paper overviews several challenges of collective adaptive systems, which are beyond the research objectives of current top-projects in ICT, and especially in FET, ini…
cs.AI2005★ 23 cited
"Going back to our roots": second generation biocomputing
Jon Timmis, Martyn Amos, Wolfgang Banzhaf +1
Researchers in the field of biocomputing have, for many years, successfully "harvested and exploited" the natural world for inspiration in developing systems that are robust, adapt…