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Joint Vehicle and Crew Routing and Scheduling

机译:联合车辆和船员路由和调度

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摘要

Traditional vehicle routing problems implicitly assume only one crew operates a vehicle for the entirety of its journey. However, this assumption is violated in many applications arising in humanitarian and military logistics. This paper considers a Joint Vehicle and Crew Routing and Scheduling Problem, in which crews are able to interchange vehicles, resulting in space and time interdependencies between vehicle routes and crew routes. It proposes a constraint programming model that overlays crew routing constraints over a standard vehicle routing problem. The constraint programming model uses a novel optimization constraint that detects infeasibility and bounds crew objectives. Experimental results demonstrate significant benefits of using constraint programming over mixed integer programming and a vehicle-then-crew sequential approach.
机译:传统的车辆路线问题隐含地假设只有一个人员操作车辆的全部内容。然而,在人道主义和军事物流中出现的许多申请中侵犯了这种假设。本文考虑了联合车辆和船员路由和调度问题,其中船员能够交换车辆,从而导致车辆路线和船员之间的空间和时间相互依赖。它提出了一个约束编程模型,其覆盖了标准车辆路由问题的船员路由约束。约束编程模型使用一种新颖的优化约束,以检测不可发挥作用和界限的目标。实验结果表明,使用混合整数编程的约束编程和车辆 - 然后船员顺序方法的显着优势。

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