Chinese Journal of Ship Research, Volume. 16, Issue 4, 44(2021)

Genetic optimization method of ship strong frame based on sequential surrogate model

Junze WANG1, Yuan WANG2, Jiaxiang YI1, Tao HAN2, Puyu JIANG1, Jiameng WU2, Yuansheng CHENG1, and Jun LIU1
Author Affiliations
  • 1School of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
  • 2Marine Design and Research Institute of China, Shanghai 200011, China
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    References(11)

    [10] FORRESTER A I J, KEANE A J. Recent advances in surrogate-based optimization[J]. Progress in Aerospace Sciences, 45, 50-79(2009).

    [13] [13] YI J X, CHENG Y S, LIU J. An adaptive constrainthling approach f optimization problems with expensive objective constraints[C]Proceedings of 2020 IEEE Congress on Evolutionary Computation. Glasgow, United Kingdom: IEEE, 2020: 1–8.

    [16] [16] IACS. Common structural rules f bulk carriers oil tankers[S]. London: International Association of Classification Society, 2019.

    [17] [17] FRESTER A I J, SÓBESTER A, KEANE A J. Engineering design via surrogate modelling[M]. Southern Gate: John Wiley & Sons Ltd., 2008.

    [18] DEB K. An efficient constraint handling method for genetic algorithms[J]. Computer Methods in Applied Mechanics and Engineering, 186, 311-338(2000).

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    Junze WANG, Yuan WANG, Jiaxiang YI, Tao HAN, Puyu JIANG, Jiameng WU, Yuansheng CHENG, Jun LIU. Genetic optimization method of ship strong frame based on sequential surrogate model[J]. Chinese Journal of Ship Research, 2021, 16(4): 44

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    Paper Information

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    Received: Sep. 20, 2020

    Accepted: --

    Published Online: Mar. 28, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.02118

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