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Selection of a covariance function for a Gaussian random field aimed for modeling global optimization problems.
Anatoly Zhigljavsky
Antanas Zilinskas
Published in:
Optim. Lett. (2019)
Keyphrases
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global optimization problems
gaussian random field
covariance function
gaussian process regression
gaussian processes
non stationary
differential evolution
data sets
active learning
training data
lower bound