An Improved High-Dimensional Kriging Surrogate Modeling Method through Principal Component Dimension Reduction
Sign Up to like & getrecommendations! Published in 2021 at "Mathematics"
DOI: 10.3390/math9161985
Abstract: The Kriging surrogate model in complex simulation problems uses as few expensive objectives as possible to establish a global or local approximate interpolation. However, due to the inversion of the covariance correlation matrix and the… read more here.
Keywords: high dimensional; dimensional kriging; modeling method; correlation ... See more keywords