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首页> 外文期刊>Advances in Engineering Software >Determination Of Number Of Kanbans In A Supply Chain System Via Memetic Algorithm
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Determination Of Number Of Kanbans In A Supply Chain System Via Memetic Algorithm

机译:基于模因算法的供应链系统看板数量确定

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摘要

In this research multi-stage supply chain system which is controlled by kanban system, is evaluated. In kanban system, decision making is based on determination of the number of kanbans as well as batch sizes. This paper attempts to model supply chain system with regard to costs under just-in-time (JIT) production philosophy. Since adopted model is of mixed integer non-linear programming (MINLP) type and solving it by exact algorithm such as branch and bound (B&B) takes a lot of time, a heuristic method via Memetic algorithm (MA) is presented. Some problems are solved by our proposed MA to illustrate its performance.
机译:在这项研究中,评估了由看板系统控制的多阶段供应链系统。在看板系统中,决策是基于对看板数量和批处理大小的确定。本文尝试在实时(JIT)生产理念下针对成本建模供应链系统。由于采用的模型是混合整数非线性规划(MINLP)类型,并且通过诸如分支定界(B&B)之类的精确算法求解该模型花费大量时间,因此提出了一种通过Memetic算法(MA)的启发式方法。我们提出的MA解决了一些问题,以说明其性能。

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