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Solution Method for Multi-Product Two-Stage Logistics Network with Constraints on Delivery Route

机译:配送路线受限的多产品两阶段物流网络的解决方法

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摘要

The logistics network design is one of the important phases of Supply Chain Management (SCM) and it is a problem that should be optimized for long-term promotion of efficiency of the whole supply chain. Usually a plant produces different types of products. Even if it is a factory of the same company, delivery differs according to the kind of produced product. The restrictions which this model has are deeply concerned with TP in the real world. In this paper, we consider the logistics network design problems with multiple products and constraints for delivery course. To solve the problem, we used a hybrid priority-based genetic algorithm (h-priGA), and we tried comparison experiments with priority-based genetic algorithm (priGA) and h-priGA, and show the effectiveness of h-priGA.
机译:物流网络设计是供应链管理(SCM)的重要阶段之一,为长期提升整个供应链的效率,应该对其进行优化。通常,工厂生产不同类型的产品。即使是同一家公司的工厂,交货也会根据所生产产品的种类而有所不同。该模型所具有的限制与现实世界中的TP密切相关。在本文中,我们考虑了具有多种产品和交付过程约束的物流网络设计问题。为了解决该问题,我们使用了基于混合优先级的遗传算法(h-priGA),并尝试了基于优先级的遗传算法(priGA)和h-priGA的对比实验,并证明了h-priGA的有效性。

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