OptunaHub / Evolutionary Algorithm

HEBO (Heteroscedastic and Evolutionary Bayesian Optimisation)

HEBO addresses the problem of noisy and heterogeneous objective functions by using a heteroscedastic Gaussian process and an evolutionary algorithm.