Evolutionary optimization with active learning of surrogate models and fixed evaluation batch. - Viktor Charypar; Martin Holena (ITAT, 2012)

Model guided sampling optimization with gaussian processes for expensive black-box optimization. - Lukás Bajer; Viktor Charypar; Martin Holena (GECCO (Companion), 2013)