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...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Engineering optimization Jg. 57; H. 2; S. 514 - 542
Hauptverfasser:	Wang, Qineng, Guo, Zhendong, Chen, Yun, Ma, Guangjian, Song, Liming, Li, Jun
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Taylor & Francis 01.02.2025
Schlagworte:	High-dimensional black-box problem knowledge mining surrogate-based optimization
ISSN:	0305-215X, 1029-0273
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!