Bi-objective ship speed optimization based on machine learning method and discrete optimization idea

•An accurate and stable bi-objective ship speed optimization algorithm is developed.•The developed algorithm can effectively obtain the Pareto optimal solution set.•The developed algorithm can reliably obtain the optimal trade-off solution.•A simultaneous reduction of 4.43 % in costs and 0.25 % in e...

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Bibliographic Details

Published in:	Applied ocean research Vol. 148; p. 104012
Main Authors:	Li, Xiaohe, Ding, Kunping, Xie, Xianwei, Yao, Yu, Zhao, Xin, Jin, Jianhai, Sun, Baozhi
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.07.2024
Subjects:	Bi-objective speed optimization Discrete optimization idea Ideal point method Ship cost saving Ship emission reduction Variable weight idea Ship emission reduction Ideal point method Discrete optimization idea Bi-objective speed optimization Ship cost saving Variable weight idea
ISSN:	0141-1187, 1879-1549
Online Access:	Get full text
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