煤炭购销物流网络优化的集成方法

X. Jiang, Jiahui Fu, A. Yuan, Liying Song
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引用次数: 0

摘要

煤炭物流中心选址问题是优化煤炭物流网络以降低物流成本的关键问题。此外,煤炭供应商的选择对确保煤炭质量和提高服务水平至关重要。本文提出了一种综合优化煤炭购销物流网络的方法。该方法的一个主要优点是综合解决了煤炭物流中心选址问题和供应商选择问题,可以同时优化整个煤炭物流网络。这种创造性的方法有三个主要组成部分。首先,建立了煤炭供应物流网络优化模型。其次,建立煤炭采购物流网络优化模型。第三,利用遗传算法(GA)同时求解煤炭供应物流网络优化模型和煤炭采购物流网络优化模型。为了演示目的,本文进行了一个真实的案例研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An integrated approach for optimising coal purchase and supply logistics network
The location problem of coal logistics centre is a critical issue raised when optimising the coal logistics network to reduce logistics cost. Furthermore, the choice of coal suppliers is vital to ensure the quality of coal and to improve service levels. This paper proposes an integrated approach for optimising coal purchase and supply logistics network. A major advantage of the proposed approach is the integrated solution to location problem of coal logistics centre and supplier selection problem, which can simultaneously optimise the entire coal logistics network. This inventive methodology has three main components. First, it develops a coal supply logistics network optimisation model. Second, it builds coal purchase logistics network optimisation model. Third, it uses genetic algorithm (GA) to simultaneously solve the coal supply logistics network optimisation model and coal purchase logistics network optimisation model. For demonstration purposes, the paper carries out a real case study.
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