Efficient Approximation of Expected Hypervolume Improvement using Gauss-Hermite Quadrature

Alma Rahat, Tinkle Chugh, Jonathan Fieldsend +2

Many methods for performing multi-objective optimisation of computationally expensive problems have been proposed recently. Typically, a probabilistic surrogate for each objective…