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An examination of the impact of flexibility and agility on mitigating supply chain disruptions

机译:考察灵活性和敏捷性对缓解供应链中断的影响

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This paper examines the effect of flexibility and agility on improving supply chain responsiveness. We examine a supply chain with multiple sites, multiple transportation channels, and multiple product planning, over multiple periods, under supply risk and demand risk. Using a numerical example, we determine the relationship between three objective functions related to responsiveness, risk, and the cost of new and seasonal products, then discuss the impact of flexibility and agility on mitigating supply chain disruptions. To show a trade-off among objective functions in our numerical example, we solve the multi-objective mixed integer programming (MOMIP) model using three multi-objective optimization methods: the weighted goal programming (WGP) method, the augmented e-constraint (AUGMECON) method, and the non-dominated sorting genetic algorithm (NSGA-II). Our findings help decision makers with these two tasks: anticipate how much improvement in flexibility and agility will lead to an improvement in responsiveness; and create an investment plan to minimize the negative impact of supply chain disruptions by an examination of the trade-offs among responsiveness, risk, and cost. The results show that the NSGA-II method outperforms the AUGMECON method in several metric indexes: the spacing metric, the diversity metric, and simple additive weighting.
机译:本文研究了灵活性和敏捷性对改善供应链响应能力的影响。我们在供应风险和需求风险下,在多个时期内检查具有多个站点,多个运输渠道和多个产品计划的供应链。通过一个数字示例,我们确定与响应能力,风险以及新产品和季节性产品的成本相关的三个目标函数之间的关系,然后讨论灵活性和敏捷性对缓解供应链中断的影响。为了在我们的数值示例中显示目标函数之间的取舍,我们使用三种多目标优化方法(加权目标规划(WGP)方法,增强电子约束( AUGMECON)方法和非主导排序遗传算法(NSGA-II)。我们的发现可帮助决策者完成以下两项任务:预测灵活性和敏捷性的改进将导致响应能力的提高;并通过检查响应能力,风险和成本之间的权衡取舍,制定一项投资计划,以最大程度地减少供应链中断的负面影响。结果表明,NSGA-II方法在几个度量指标上优于AUGMECON方法:间隔度量,分集度量和简单加性加权。

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