Abstract: Kriging models, also known as Gaussian process models, are widely used in surrogate-assisted evolutionary algorithms (SAEAs). However, the cubic time complexity of the standard Kriging ...
kriging is a basic implementation of kriging, a method of interpolation using Gaussian process regression. kriging supports ordinary kriging and universal kriging (using a polynomial drift term), and ...
Abstract: The paper explores kriging surrogate modelling combined with expected improvement approach for the design of electromagnetic devices. A novel algorithm based on the concept of rewards is ...
The code supports 2D and 3D ordinary and universal kriging. Standard variogram models (linear, power, spherical, gaussian, exponential) are built in, but custom variogram models can also be used. The ...
Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...
†Department of Computing and Control Engineering, Faculty of Chemical Engineering, Institute of Chemical Technology, Technická 5. ‡Institute of Organic Chemistry and Biochemistry, Academy of Sciences ...
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