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Local search algorithms for integrated logistics

机译:集成物流的本地搜索算法

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摘要

We proposed models and metaheuristic search methods to solve complex real-world problems in the domain of computational logistics. In particular we focused on routing and loading problems, which have several practical applications in transportation, cutting, packing, and scheduling. We extended the problem formulations available in the literature to include several practical constraints, and we designed effective metaheuristic approaches based on large composite neighborhood structures. In addition, we made available to the community a set of challenging real-world instances provided by industrial partners.
机译:我们提出了模型和元启发式搜索方法来解决计算物流领域中的复杂现实问题。特别是,我们专注于路线和装载问题,这些问题在运输,切割,包装和调度中具有多个实际应用。我们扩展了文献中可用的问题表述,以包括几个实际约束,并且我们基于大型复合邻域结构设计了有效的元启发式方法。此外,我们向社区提供了由工业合作伙伴提供的一组具有挑战性的现实世界实例。

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