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Chinese Journal of Ship Research, Volume. 20, Issue 3, 288(2025)

Multi-objective programming method for ship weather routing based on fusion of A* and NSGA-II

Yuankui LI1, Jiyuan SUO1, Dongye YU1, Xinyu ZHANG1, Fang YANG1, and Xuefeng YANG2
Author Affiliations
  • 1Navigation College, Dalian Maritime University, Dalian 116026, China
  • 2School of Shipping and Naval Architecture, Chongqing Jiaotong University, Chongqing 400074, China
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    [3] JAMES R W. Application of wave forecasts to marine navigation[J]. Comparative Biochemistry and Physiology A: Comparative Physiology, 43, 195-205(1957).

    [4] HAGIWARA H, SPAANS J A. Practical weather routing of sail-assisted motor vessels[J]. Journal of Navigation, 40, 96-119(1987).

    [5] ZACCONE R, OTTAVIANI E, FIGARI M et al. Ship voyage optimization for safe and energy-efficient navigation: a dynamic programming approach[J]. Ocean Engineering, 153, 215-224(2018).

    [8] LI Y K, CUI J L, ZHANG X Y et al. A ship route planning method under the sailing time constraint[J]. Journal of Marine Science and Engineering, 11, 1242(2023).

    [10] WANG L P, ZHANG Z, ZHU Q D et al. Ship route planning based on double-cycling genetic algorithm considering ship maneuverability constraint[J]. IEEE Access, 8, 190746-190759(2020).

    [12] ZHANG G Y, WANG H B, ZHAO W et al. Application of improved multi-objective ant colony optimization algorithm in ship weather routing[J]. Journal of Ocean University of China, 20, 45-55(2021).

    [13] ZHAO W, WANG H B, GENG J N et al. Multi-objective weather routing algorithm for ships based on hybrid particle swarm optimization[J]. Journal of Ocean University of China, 21, 28-38(2022).

    [16] SZLAPCZYNSKA J. Multi-objective weather routing with customised criteria and constraints[J]. The Journal of Navigation, 68, 338-354(2015).

    [17] CHEN A W, CHEN W Q, ZHENG J. Arctic route planning and navigation strategy: the perspective of ship fuel costs and carbon emissions[J]. Journal of Marine Science and Engineering, 11, 1308(2023).

    [18] MA D F, MA W H, JIN S et al. Method for simultaneously optimizing ship route and speed with emission control areas[J]. Ocean Engineering, 202, 107170(2020).

    [20] DEB K, PRATAP A, AGARWAL S et al. A fast and elitist multiobjective genetic algorithm: NSGA-II[J]. IEEE Transactions on Evolutionary Computation, 6, 182-197(2002).

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    Yuankui LI, Jiyuan SUO, Dongye YU, Xinyu ZHANG, Fang YANG, Xuefeng YANG. Multi-objective programming method for ship weather routing based on fusion of A* and NSGA-II[J]. Chinese Journal of Ship Research, 2025, 20(3): 288

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    Paper Information

    Category: Weapon, Electronic and Information System

    Received: Dec. 26, 2023

    Accepted: --

    Published Online: Jul. 15, 2025

    The Author Email:

    DOI:10.19693/j.issn.1673-3185.03704

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology