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A Hybrid Method Based On Linear Programming And Tabu Search Forrouting Of Logging Trucks

机译:基于线性规划和禁忌搜索的测井车混合方法

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In this paper,we consider an operational routing problem to decide the daily routes of logging trucks in forestry.This industrial problem is difficult and includes aspects such as pickup and delivery with split pickups,multiple products,time windows,several time periods,multiple depots,driver changes and a heterogeneous truck fleet.In addition,the problem size is large and the solution time limited.We describe a two-phase solution approach which transforms the problem into a standard vehicle routing problem with time windows.In the first phase,we solve an LP problem in order to find a destination of flow from supply points to demand points.Based on this solution,we create transport nodes which each defines the origin(s) and destination for a full truckload.In phase two,we make use of a standard tabu search method to combine these transport nodes,which can be considered to be customers in vehicle routing problems,into actual routes.The tabu search method is extended to consider some new features.The solution approach is tested on a set of industrial cases from major forest companies in Sweden.
机译:在本文中,我们考虑了一个操作路线问题来决定林业伐木车的日常路线。这个工业问题是困难的,包括分拆式皮卡的提货和交付,多个产品,时间窗口,多个时间段,多个仓库等方面。此外,问题规模大且解决时间有限。我们描述了一种两阶段解决方案,将问题转化为具有时间窗的标准车辆路径问题。我们解决了LP问题,以便找到从供应点到需求点的流向。基于此解决方案,我们创建了运输节点,每个运输节点都定义了满载卡车的始发地和目的地。在第二阶段,我们进行使用标准禁忌搜索方法将这些运输节点组合在一起,可以将这些运输节点视为车辆路线问题的客户,转换为实际路线。解决方案方法已在瑞典主要林业公司的一系列工业案例上进行了测试。

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