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A disruption recovery model for a single stage production-inventory system

机译:单阶段生产库存系统的中断恢复模型

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摘要

This paper presents a newly developed disruption recovery model for a single stage production and inventory system, where the production is disrupted for a given period of time during the production up time. The model is categorized as a constrained non-linear optimization program which we have solved using an efficient heuristic developed in this paper. The model was also solved using an evolutionary algorithm and a comparison of the results from both methods was performed. The heuristic was able to accurately solve the model with significantly less time compared to the evolutionary algorithm. It can be shown that the optimal recovery schedule is dependent on the shortage cost parameters, as well as the extent of the disruption. The proposed model offers a potentially useful tool to help manufacturers decide on the optimal recovery plan in real time whenever the production system experiences a sudden disruption.
机译:本文介绍了一种针对单阶段生产和库存系统的最新开发的中断恢复模型,该模型在生产正常运行期间的给定时间内中断了生产。该模型被归类为约束非线性优化程序,我们已使用本文开发的有效启发式方法对其进行了求解。还使用进化算法对模型进行了求解,并对两种方法的结果进行了比较。与进化算法相比,启发式算法能够以更少的时间准确地求解模型。可以看出,最佳的恢复计划取决于短缺成本参数以及中断的程度。所提出的模型提供了潜在有用的工具,以帮助制造商在生产系统遇到突然中断的情况下实时确定最佳的恢复计划。

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