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An Inherited Tabu Search Algorithm For The Truck And Trailer Vehicle Scheduling Problem In Iron And Steel Industry

机译:钢铁行业载货车调度问题的遗传禁忌搜索算法

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The truck and trailer vehicle scheduling problem (TTVSP) involves vehicles and products allocation when the products are transported from warehouse to dock yard. The TTVSP with multiple types of vehicles which can be assigned to different tasks more than one time is considered and the vehicle can also transport the products that don't absolutely suit it. For this TTVSP, the continuity of task and truck are also under the consideration based on the practical requirement. This problem is formulated as a mixed integer programming model to minimize the total cost by considering some practical issues. In this paper, the problem how to transport the last operation in appointed task is also analyzed and the property about the scheduling of last operation is put forward to optimize algorithm. An inherited composite neighborhood tabu search algorithm is developed to find a near-optimal scheduling where an initial solution is obtained based on the know-how knowledge. The results of experiment show that the proposed method could resolve the problem more effectively than current manual method.
机译:卡车和拖车的车辆调度问题(TTVSP)涉及将产品从仓库运输到码头时的车辆和产品分配。考虑了具有多种类型车辆的TTVSP,这些车辆可以多次分配给不同的任务,并且车辆也可以运输不完全适合的产品。对于该TTVSP,还根据实际需要考虑任务和卡车的连续性。通过考虑一些实际问题,将此问题公式化为混合整数规划模型,以最大程度地降低总成本。本文还分析了如何在指定任务中传递最后一个操作的问题,并提出了最后一个操作的调度特性,以优化算法。开发了一种继承的复合邻域禁忌搜索算法,以找到一种接近最优的调度,其中基于专有技术知识获得初始解。实验结果表明,与现有的人工方法相比,该方法可以更有效地解决该问题。

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