Domain knowledge-driven decomposition-based large-scale optimization for ship cabin structures

Domain knowledge-driven decomposition-based large-scale optimization for ship cabin structures

ObjectivesThis paper proposes a domain knowledge-driven large-scale optimization algorithm for ship cabin structures based on a decomposition optimization framework. MethodsThe proposed algorithm combines domain mechanical knowledge with a general black box optimization algorithm, groups the design...

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Bibliographic Details
Main Authors: Puyu JIANG, Jun LIU, Qiangjun LUO, Yuansheng CHENG
Format: Article
Language:English
Published: Editorial Office of Chinese Journal of Ship Research 2025-06-01
Series:Zhongguo Jianchuan Yanjiu
Subjects:
ship design
hulls (ship)
cabin structure
structural optimization
decomposition-based optimization algorithm
large-scale optimization
domain knowledge
surrogate model
Online Access:http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03721
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http://www.ship-research.com/en/article/doi/10.19693/j.issn.1673-3185.03721

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