首页|考虑供应链韧性的产品规划模型及求解算法

考虑供应链韧性的产品规划模型及求解算法

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为了提高公司面对供应商供货风险时的应对能力,需要在产品规划过程中考虑产品供应链的韧性。该韧性供应链策略包括将所需的产品模块实例外包给多个供应商,以应对供应链中可能发生的中断。为了适应不同规模的场景,建立考虑供应链韧性的产品规划模型。对于较小规模的案例,采用线性化的方法将模型转化为线性模型,并采用求解器求解;对于较大规模的案例,采用嵌套遗传算法得到满意解。通过对一家智能手表制造公司的案例进行详细分析,验证所提出方法的有效性。案例分析结果发现:通过实施韧性供应链策略,公司能够更好地应对供应链中的不确定性和中断,从而提高产品的供应链韧性。
A Product Planning Model and the Solving Algorithms Considering the Supply Chain Resilience
To improve a company's ability to respond to supplier supply risks,it is necessary to consider the resilience of the product supply chain in the product planning.This resilient supply chain strategy includes outsourcing the required product module instances to multiple suppliers to cope with potential disruptions in the supply chain.In order to adapt to scenarios of different scales,a product planning model that takes supply chain resilience into consideration is established.For smaller scale cases,linearization can be used to convert the model into a linear one,and a solver can be used to solve it;For larger scale cases,nested genetic algorithms can be used to obtain satisfactory solutions.The effectiveness of the proposed method is verified through a detailed analysis of a case study of a smartwatch manufacturing company.The results show that by implementing a resilient supply chain strategy,the company can better cope with the possible uncertainty and interruptions in the supply chain,thereby improving the supply chain resilience of products.

product planningsupply chain resilienceoptimization

曾鸣、叶洋洋、雒兴刚

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杭州电子科技大学管理学院,浙江杭州 310018

产品规划 供应链韧性 优化模型

2024

信息与管理研究

信息与管理研究

ISSN:
年,卷(期):2024.9(1)
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