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A GRASP algorithm for the container stowage slot planning problem

机译:集装箱积载槽规划问题的GRASP算法

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摘要

This work presents a generalization of the Slot Planning Problem which raises when the liner shipping industry needs to plan the placement of containers within a vessel (stowage planning). State-of-the-art stowage planning relies on a heuristic decomposition where containers are first distributed in clusters along the vessel. For each of those clusters a specific position for each container must be found. Compared to previous studies, we have introduced two new features: the explicit handling of rolled out containers and the inclusion of separations rules for dangerous cargo. We present a novel integer programming formulation and a Greedy Randomized Adaptive Search Procedure (GRASP) to solve the problem. The approach is able to find high-quality solution within 1 s. We also provide comparison with the state-of-the-art on an existing and a new set of benchmark instances. (C) 2016 Elsevier Ltd. All rights reserved.
机译:这项工作提出了“插槽计划问题”的概括,当班轮运输业需要计划将容器放置在船上时(配载计划),该问题就会泛滥。最先进的配载计划依赖于启发式分解,首先将容器沿船群成簇分布。对于每个群集,必须找到每个容器的特定位置。与以前的研究相比,我们引入了两个新功能:显式处理滚装集装箱和包含危险货物的分隔规则。我们提出一种新颖的整数规划公式和贪婪的随机自适应搜索过程(GRASP)来解决该问题。该方法能够在1 s内找到高质量的解决方案。我们还提供了与现有和新的基准实例集上的最新技术的比较。 (C)2016 Elsevier Ltd.保留所有权利。

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