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首页> 外文期刊>Journal of information and computational science >A Heuristic Scheduling Method for a Large Scale Distribution Network
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A Heuristic Scheduling Method for a Large Scale Distribution Network

机译：大规模配电网的启发式调度方法

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摘要

In the large-scale distribution networks, the problem of consolidating shipments for multi-products with split into full truck loads plays a significant role in the reduction to the logistics cost. We propose a bi-level programming model in which the distribution network is divided into the customer-groups in the upper-level model and shipments are consolidated to vehicle stowage in the lower-level model. To solve the problem, Artificial Immune Algorithm (AIA) and the Rule-based Stowage Algorithm (RSA) are combined to obtain the initialized solution and further a global optimization method is developed based on mini-max regret rule to improve the initialization solution. Finally, the experiments from a real application are performed to demonstrate the efficiency of the proposed method and we give recommendations for further work.
机译：在大规模的分销网络中，合并多种产品的装运并将其分成满卡车负载的问题在降低物流成本方面起着重要作用。我们提出了一个双层计划模型，其中在上层模型中将分销网络分为客户组，在下层模型中将货运合并到车辆装载中。为了解决该问题，将人工免疫算法（AIA）和基于规则的配载算法（RSA）相结合以获得初始化解，并进一步基于最小-最大后悔规则开发了一种全局优化方法以改进初始化解。最后，从实际应用中进行实验以证明所提方法的有效性，并为进一步的工作提供了建议。

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