A tabu search approach to the cargo prioritisation and terminal allocation problem

IF 1.4 4区 工程技术 Q3 MANAGEMENT International Journal of Shipping and Transport Logistics Pub Date : 2020-04-08 DOI:10.1504/ijstl.2020.10028342
Jingjing Tong, H. Nachtmann
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引用次数: 2

Abstract

To mitigate inland waterway disruption impacts, we develop a tabu search (TS) approach to solve the cargo prioritisation and terminal allocation problem (CPTAP) to minimise the total value loss of disrupted barge cargoes by offloading the cargoes to the land transportation modes. CPTAP is formulated as a nonlinear binary integer program, and problems of realistic size can be efficiently and effectively solved with an efficient heuristic approach. Given different neighbourhood structures, multiple TS variants are attempted and compared. Solving CPTAP with our TS heuristic leads to the lowest cargo value loss and the shortest response time for the disrupted barges compared to a genetic algorithm approach and a na
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基于禁忌搜索的货物排序和码头分配问题
为了减轻内陆水道中断的影响,我们开发了一种禁忌搜索(TS)方法来解决货物优先级和码头分配问题(CPTAP),通过将货物卸载到陆地运输模式,最大限度地减少中断驳船货物的总价值损失。CPTAP被公式化为一个非线性二元整数规划,使用有效的启发式方法可以有效地解决实际大小的问题。给定不同的邻域结构,尝试并比较多种TS变体。与遗传算法方法和
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来源期刊
CiteScore
2.10
自引率
13.30%
发文量
35
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