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APPLICATION OF A MULTI-OBJECTIVE OPTIMIZATION MODEL FOR AUTOMATIC VESSEL SCHEDULING IN LINER SHIPPING

机译:自动调度多目标优化模型在班轮运输中的应用

摘要

The practical application of a multi-objective mixed integer nonlinear optimization model for the improvement of vessel scheduling, which accounts for all major route service cost components reported in the literature and separates them in two conflicting groups. The original mixed integer nonlinear model is linearized by discretizing the vessel sailing speed reciprocal, and the Global Multi-Objective Optimization Algorithm is developed to solve the linearized model. It was found that negotiation of both vessel service time windows and handling rates between liner shipping companies and marine container terminal operators may significantly reduce the total route service cost components. Furthermore, the numerical experiments show that vessel schedules are more sensitive to the unit fuel cost as compared to the unit carbon dioxide emission cost.
机译:多目标混合整数非线性优化模型在改进船舶调度中的实际应用,该模型考虑了文献中报道的所有主要航线服务成本成分,并将它们分为两个相互冲突的组。通过离散化船舶航行速度的倒数来线性化原始的混合整数非线性模型,并开发了全局多目标优化算法来求解线性化模型。研究发现,班轮运输公司与海运集装箱码头经营者之间就船舶服务时间窗口和处理率进行谈判可能会大大降低总航线服务成本。此外,数值实验表明,与单位二氧化碳排放成本相比,船舶时间表对单位燃料成本更为敏感。

著录项

  • 公开/公告号US2019303859A1

    专利类型

  • 公开/公告日2019-10-03

    原文格式PDF

  • 申请/专利权人 FLORIDA A&M UNIVERSITY;

    申请/专利号US201916369101

  • 发明设计人 MAXIM A. DULEBENETS;

    申请日2019-03-29

  • 分类号G06Q10/08;G06Q10/10;

  • 国家 US

  • 入库时间 2022-08-21 12:08:29

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