Abstract: Bayesian optimization (BO) struggles with data scarcity and poor scalability in high-dimensional expensive many-objective optimization problems (HEMaOPs). To address this, we propose a novel ...

Abstract: The fuel consumption rate is one of the key control parameters for aircraft engines. In order to simultaneously optimize the fuel consumption rates at multiple cruise points for variable ...