1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.NE2022
Landscape Analysis for Surrogate Models in the Evolutionary Black-Box Context
Zbyněk Pitra, Jan Koza, Jiří Tumpach +1
Surrogate modeling has become a valuable technique for black-box optimization tasks with expensive evaluation of the objective function. In this paper, we investigate the relations…
cs.NE2017★ 1 cited
Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models
Jakub Repicky, Lukas Bajer, Zbynek Pitra +1
The interest in accelerating black-box optimizers has resulted in several surrogate model-assisted version of the Covariance Matrix Adaptation Evolution Strategy, a state-of-the-ar…