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physics.soc-ph2023
Machine learning-based prediction of Q-voter model in complex networks
Aruane M. Pineda, Paul Kent, Colm Connaughton +1
In this article, we consider machine learning algorithms to accurately predict two variables associated with the -voter model in complex networks, i.e., (i) the consensus time a…
math.OC2023★ 3 cited
BOP-Elites, a Bayesian Optimisation Approach to Quality Diversity Search with Black-Box descriptor functions
Paul Kent, Adam Gaier, Jean-Baptiste Mouret +1
Quality Diversity (QD) algorithms such as MAP-Elites are a class of optimisation techniques that attempt to find many high performing points that all behave differently according t…