no code implementations • 10 Apr 2021 • Clym Stock-Williams, Tinkle Chugh, Alma Rahat, Wei Yu
Performing multi-objective Bayesian optimisation by scalarising the objectives avoids the computation of expensive multi-dimensional integral-based acquisition functions, instead of allowing one-dimensional standard acquisition functions\textemdash such as Expected Improvement\textemdash to be applied.