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In this paper, a global VF modeling method named improved hierarchical kriging (IHK) is proposed, in which LF model is varied though a polynomial response ...
An Improved Hierarchical Kriging for Variable-Fidelity Surrogate Modeling. 1 Aug 2016. Reliable surrogate modeling of engineering data with more than two ...
A self-contained derivation of the hierarchical kriging model is presented. The proposed method is demonstrated with an analytical example and used for modeling ...
In this paper, a global VF modeling method named improved hierarchical kriging (IHK) is proposed, in which LF model is varied though a polynomial response ...
Bibliographic details on An Improved Hierarchical Kriging for Variable-Fidelity Surrogate Modeling.
The efficiency of building a surrogate model for the output of a computer code can be dramatically improved via variable-fidelity surrogate modeling ...
The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their ...
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In this paper, direct Gradient-Enhanced Kriging (GEK) and a newly developed Generalized Hybrid Bridge Function (GHBF) have been combined in order to improve the ...
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First, an improved hierarchical kriging model is developed as the metamodel, in which the low-fidelity model is varied through a polynomial response surface ...
An adaptive sampling method for variable-fidelity surrogate models using improved hierarchical kriging · Engineering · 2018.