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A Dynamic Optimization Method of Intelligent Material Distribution Based on Hybrid Heuristic Algorithm

机译:基于混合启发式算法的智能物资配送动态优化方法

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For the accuracy and timeliness of material distribution on the shop floor in uncertain environments, this paper constructs a dynamic material distribution method based on intelligent logistics technology under real-time monitoring of workshop. Based on the application of intelligent logistics technology, the real-time production progress monitored is taken as the basis to dynamically adjust the material delivery time window. A mathematical model is established to minimize the path cost, time window penalty cost and vehicle use cost, and a hybrid heuristic algorithm is designed to solve the problem. Finally, the effectiveness of the method is verified by an example of an automobile body production line. Compared with the traditional algorithm, the improved hybrid algorithm has more efficient optimization capability.
机译:针对不确定环境下车间物料配送的准确性和及时性,构建了一种基于智能物流技术,在车间实时监控下的动态物料配送方法。基于智能物流技术的应用,以实时监控生产进度为基础,动态调整物料交付时间窗口。建立数学模型以最小化路径成本,时间窗惩罚成本和车辆使用成本,并设计了一种混合启发式算法来解决该问题。最后,以车身生产线为例验证了该方法的有效性。与传统算法相比,改进后的混合算法具有更有效的优化能力。

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