An adaptive metamodel-based global approximation method for black-box type problems

An adaptive metamodel-based global approximation (AMGA) method for solving the global approximation problem of black-box models in large design domain is proposed in this study. The method employs the RBF model to compute the Hessian matrix and a heuristic direct search algorithm DIRECT to find the...

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Bibliographic Details
Main Authors: Yin Xiao-liang, Yin ling-peng, Qian Chen
Format: Article
Language:English
Published: SAGE Publishing 2023-06-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/16878132231184058