Heuristics for a Stochastic and Dynamic Routing Problem in Industrial Shipping

机译：工业航运中随机和动态路径问题的启发式

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Recent years have shown that static and deterministic vehicle routing problems can be solved to near optimality with acceptable computational times using metaheuristics. However, many real world applications are dynamic and include stochastic aspects, such as unknown future customer requests. Research has revealed that explicitly taking into account available stochastic information may yield benefits in these cases. Extending this research to industrial shipping, three different heuristics are considered and evaluated in terms of their ability to minimize transportation costs in this dynamic maritime planning problem.

机译：近年来的研究表明，使用元启发式算法可以在可接受的计算时间内将静态和确定性车辆路径问题解决到接近最佳状态。但是，许多现实世界的应用程序是动态的，并且包含随机方面，例如未知的未来客户请求。研究表明，在这些情况下，明确考虑可用的随机信息可能会带来好处。在将这项研究扩展到工业航运方面，考虑并评估了三种不同的启发式方法，以在此动态海事规划问题中最大程度地降低运输成本。

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来源
《The 8th international conference on optimization: Techniques and Applications》|2010年|387-388|共2页
会议地点 Shanghai(CN)
作者
Lars Magnus Hvattum; Gregorio Tirado; Kjetil Fagerholt; Jean-Fran(c)ois Cordeau;
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作者单位

Norwegian University of Science and Technology, Trondheim, Norway;

Universidad Complutense, Madrid, Spain;

Norwegian University of Science and Technology, Trondheim, Norway;

HEC Montréal, Montréal, Canada;

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会议组织
原文格式 PDF
正文语种 eng
中图分类系统优化;
关键词
Maritime transportation; Scenario; Simulation; Tabu Search;

机译：海上运输;场景;模拟; Tabu搜索;

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专利

1. Heuristics for dynamic and stochastic routing in industrial shipping [J] . Gregorio Tirado, Lars Magnus Hvattum, Kjetil Fagerholt, Computers & operations research . 2013,第1期

机译：工业运输中动态和随机路线的启发式
2. Heuristics for dynamic and stochastic inventory-routing [J] . Leandro C. Coelho, Jean-Francois Cordeau, Gilbert Laporte Computers & operations research . 2014,第ptaA期

机译：动态和随机库存路由的启发式
3. A Branch-and-Regret Heuristic for Stochastic and Dynamic Vehicle Routing Problems [J] . Lars Magnus Hvattum, Arne Lokketangen, Gilbert Laporte Networks . 2007,第4期

机译：随机和动态车辆路径问题的分支后悔启发法
4. Heuristics for a Stochastic and Dynamic Routing Problem in Industrial Shipping [C] . Lars Magnus Hvattum, Gregorio Tirado, Kjetil Fagerholt, International conference on optimization: Techniques and Applications . 2010

机译：工业运输中随机和动态路由问题的启发式
5. A bi-level programming formulation and heuristic solution approach for traffic control optimization in networks with dynamic demand and stochastic route choice. [D] . Sun, Dazhi. 2005

机译：具有动态需求和随机路由选择的网络中流量控制优化的双层编程公式和启发式解决方案。
6. From the CoverPNAS Plus: New Trans-Arctic shipping routes navigable by midcentury [O] . Laurence C. Smith, Scott R. Stephenson 2013

机译：从CoverPNAS Plus：到本世纪中叶可以导航的新跨北极运输路线
7. Heuristics for dynamic and stochastic routing in industrial shipping [O] . Tirado Domínguez, Gregorio, Hvattum, Lars Magnus, Fagerholt, Kjetil, 2020

机译：工业运输中动态和随机路线的启发式

Heuristics for a Stochastic and Dynamic Routing Problem in Industrial Shipping

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