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Comparison of parallel infill sampling criteria based on Kriging surrogate model

One of the key issues that affect the optimization effect of the efficient global optimization (EGO) algorithm is to determine the infill sampling criterion. Therefore, this paper compares the common efficient parallel infill sampling criterion. In addition, the pseudo-expected improvement (EI) crit...

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Detalles Bibliográficos
Autores principales: Chen, Cong, Liu, Jiaxin, Xu, Pingfei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8758680/
https://www.ncbi.nlm.nih.gov/pubmed/35027579
http://dx.doi.org/10.1038/s41598-021-04553-5