A dynamic aggregation strategy enhanced efficient global optimization algorithm for solving high-dimensional turbomachinery design problems

To address challenges effectively in turbomachinery design optimization involving high-dimensional $ (d\geq 30) $ ( d ≥ 30 ) expensive black-box problems, a dedicated Efficient Global Optimization (EGO) algorithm is proposed with dynamic aggregation. This specialized approach efficiently navigates o...

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Bibliographic Details

Published in:	Engineering optimization Vol. 57; no. 2; pp. 514 - 542
Main Authors:	Wang, Qineng, Guo, Zhendong, Chen, Yun, Ma, Guangjian, Song, Liming, Li, Jun
Format:	Journal Article
Language:	English
Published:	Taylor & Francis 01.02.2025
Subjects:	High-dimensional black-box problem knowledge mining surrogate-based optimization
ISSN:	0305-215X, 1029-0273
Online Access:	Get full text
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