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Approximation Algorithms for the Supplier's Supply Chain Scheduling Problem to Minimize Delivery and Inventory Holding Costs

机译:供应商的供应链调度问题的近似算法,可最大程度地减少交货和库存持有成本

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We study the upstream supplier's batch scheduling problem in a supply chain, which was defined by Hall and Potts [Hall, N. G., C. N. Potts. 2003. Supply chain scheduling: Batching and delivery. Oper. Res. 51(4) 566-584]. The supplier has to manufacture multiple products and deliver them to customers in batches. There is an associated delivery cost with each batch. The objective of the supplier is to minimize the total inventory holding and delivery costs. We present simple approximation algorithms for this strongly NP-hard problem, which find a solution that is guaranteed to have a cost at most 3/2 times the minimum. We also prove that the approximation algorithms have worst-case bounds that vary parametrically with the data and that for realistic parameter values are much better than 3/2. The theoretical results are also supported by the findings of a computational study.
机译:我们研究了由Hall和Potts定义的供应链中上游供应商的批次调度问题[Hall,N. G.,C. N. Potts。 2003年。供应链计划:批次和交付。歌剧Res。 51(4)566-584]。供应商必须制造多种产品并将其分批交付给客户。每批都有相关的交付成本。供应商的目标是最大程度地减少总库存持有和交付成本。我们针对此强NP难问题提出了简单的近似算法,该算法找到了可以保证成本最低为最小3/2倍的解决方案。我们还证明,逼近算法具有最坏情况的边界,该边界随数据参数变化,并且对于实际参数值,其远优于3/2。理论研究结果也得到计算研究结果的支持。

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