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首页> 外文期刊>International Journal of Manufacturing Research >Design of Multi-stage Adaptive Kanban System using Simulated Annealing algorithm
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Design of Multi-stage Adaptive Kanban System using Simulated Annealing algorithm

机译:基于模拟退火算法的多级自适应看板系统设计

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摘要

The Traditional Kanban System (TKS) with a fixed number of cards does not work satisfactorily in an unstable environment. In the adaptive kanban type pull control mechanism, the number of kanban is allowed to change with respect to the inventory and backorder 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 and meta-heuristic methods to design the Adaptive Kanban System (AKS) for a single stage. In the multi-stage system the cards are circulated within the stage and their presence at designated positions signal to the neighbouring stages about the inventory. In this work, an improved model of the multi-stage system as compared to the traditional and AKS is developed. A Simulated Annealing (SA) algorithm based search is employed to set the parameters of the system. The results are compared with the TKS and signs of improvement were found.
机译:卡数固定的传统看板系统(TKS)在不稳定的环境中不能令人满意地工作。在自适应看板类型拉动控制机制中,允许看板数量相对于库存和缺货订单级别进行更改。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和元启发式方法来为单个阶段设计自适应看板系统(AKS)。在多阶段系统中,卡片在阶段内循环,它们在指定位置的存在会向库存的相邻阶段发出信号。在这项工作中,与传统的和AKS相比,改进了多级系统的模型。基于模拟退火(SA)算法的搜索用于设置系统参数。将结果与TKS进行比较,发现了改善的迹象。

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