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首页> 外文期刊>International Journal of Services and Operations Management >Design of single-stage adaptive Kanban system using genetic algorithm
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Design of single-stage adaptive Kanban system using genetic algorithm

机译:基于遗传算法的单级自适应看板系统设计

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摘要

The traditional Kanban system with fixed number of cards does not work satisfactorily in unstable environment. In the adaptive Kanban-type pull control mechanism, the number of Kanban is allowed to change with respect to the inventory and back-order level. It is required to set the threshold values at which cards are added or deleted, which is a part of the design. Previous studies used the local search method to design the adaptive Kanban system. In this paper, genetic algorithm is developed and used to set the design parameters of adaptive Kanban system. The numerical results indicate that the use of genetic algorithm produces better solution with improved computational efficiency.
机译:卡数固定的传统看板系统在不稳定的环境中无法令人满意地工作。在自适应看板类型拉动控制机制中,看板的数量可以相对于库存和延期交货水平进行更改。需要设置添加或删除卡的阈值,这是设计的一部分。先前的研究使用局部搜索方法来设计自适应看板系统。本文开发了遗传算法并将其用于设置自适应看板系统的设计参数。数值结果表明,遗传算法的使用产生了更好的解决方案,提高了计算效率。

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