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Modeling Supply Chain Facility Location Problem and Its Solution Using a Genetic Algorithm

机译:基于遗传算法的供应链设施选址问题建模与解决

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摘要

The supply chain facility location problem is an important foundation in the supply chain. The quality of facilities location directly influences the production and operation status of enterprise. Therefore, it is critical for enterprises to adopt scientific and effective methods for facility location problem assessment and a smooth decision. This article concentrates on the development status of location problem, focusing on the linear programming model and a genetic algorithm in the location problem analysis and analytical method. In the linear programming model, because the given complex table calculation method is too complicated and the workload is very large, the Excel software is proposed to solve the location problem, which can greatly improve the efficiency of enterprise facility location problem. In addition, a genetic algorithm based on MATLAB toolbox is applied to another type of facility location problem, which provides a referential method for location decision under different conditions and different facilities.
机译:供应链设施选址问题是供应链中的重要基础。设施位置的好坏直接影响着企业的生产经营状况。因此,对于企业而言,采用科学有效的方法进行设施选址问题评估和顺利决策至关重要。本文着重研究位置问题的发展现状,着重研究线性规划模型和遗传算法在位置问题的分析和解析方法中的应用。在线性规划模型中,由于给定的复杂表计算方法过于复杂且工作量很大,因此提出使用Excel软件解决选址问题,可以大大提高企业设施选址问题的效率。另外,将基于MATLAB工具箱的遗传算法应用于另一类设施选址问题,为不同条件,不同设施下的选址决策提供了参考方法。

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