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Scheduled Service Network Design for Freight Rail Transportation

机译:货运铁路调度服务网络设计

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This paper addresses the scheduled service network design problem for freight rail transportation. The proposed model integrates service selection and scheduling, car classification and blocking, train makeup, and routing of time-dependent customer shipments based on a cyclic three-layer space-time network representation of the associated operations and decisions and their relations and time dimensions. This paper also proposes a matheuristic solution methodology integrating slope scaling, a dynamic block-generation mechanism, long-term-memory-based perturbation strategies, and ellipsoidal search, a new intensification mechanism to thoroughly explore very large neighborhoods of elite solutions restricted using information from the history of the search. Experimental results show that the proposed solution method is efficient and robust, yielding high-quality solutions for realistically sized problem instances.
机译:本文解决了货运铁路的预定服务网络设计问题。所提出的模型基于相关操作和决策以及它们之间的关系和时间维度的循环三层时空网络表示,集成了服务选择和调度,汽车分类和封锁,火车补给以及与时间相关的客户装运的路由。本文还提出了一种数学解决方案方法,该方法集成了坡度缩放,动态块生成机制,基于长期记忆的摄动策略以及椭圆搜索,这是一种新的强化机制,可以彻底探索受来自信息的限制的精英解决方案的很大邻域搜索历史。实验结果表明,所提出的解决方案方法有效且可靠,可针对实际大小的问题实例提供高质量的解决方案。

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