Multi-objective optimisation research of ship form in waves based on Kernel principal component analysis-Reference-Cited by-同舟云学术

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Multi-objective optimisation research of ship form in waves based on Kernel principal component analysis

Published:2024-05-22 Issue: Volume: Page:1-14
ISSN:1744-5302
Container-title:Ships and Offshore Structures
language:en
Short-container-title:Ships and Offshore Structures

Author:

Jie Liu¹,Bao-ji Zhang²,Yu-yang Lai³,Li-qiao Fang³

Affiliation:

1. Merchant Marine College, Shanghai Maritime University, Shanghai, People’s Republic of China

2. College of Marine Science and Engineering, Shanghai Maritime University, Shanghai, People’s Republic of China

3. Beijing Soyotec Co., Ltd., Beijing, People’s Republic of China

Funder

the Natural Science Foundation of Shanghai

Publisher

Informa UK Limited

Link

https://www.tandfonline.com/doi/pdf/10.1080/17445302.2024.2353979

Reference26 articles.

1. A comparison of PCA, KPCA and ICA for dimensionality reduction in support vector machine

2. Turbulence model optimization of ship wake field based on data assimilation

3. Response surface approximation of Pareto optimal front in multi-objective optimization

4. Hull form optimization design of SWATH with combination evaluations of resistance and seakeeping performance

5. Multi-objective optimization method of trimaran hull form for resistance reduction and propeller intake flow improvement

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