A rolling horizon planning approach for short-term demand supply matching

IF 1.4 4区 管理学 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE Central European Journal of Operations Research Pub Date : 2023-10-28 DOI:10.1007/s10100-023-00891-z
Raphael Herding, Lars Mönch
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Abstract

Abstract Demand fulfillment and order management are important functions in semiconductor supply chains to interact with customers. In this paper, an iterative short-term demand supply matching (STDSM) algorithm based on mixed-integer linear programming (MILP) is proposed. This approach repromises orders taking into account the finite capacity of the shop floor. Decomposition is used to obtain computationally tractable subproblems. The STDSM approach is applied together with master planning and allocation planning in a rolling horizon setting. A simulation model of a simplified semiconductor supply chain is used for the rolling horizon experiments. The experiments demonstrate that the proposed STDSM scheme outperforms conventional business rule-based heuristics with respect to several delivery performance-related measures and with respect to stability.
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短期供需匹配的滚动地平线规划方法
需求履行和订单管理是半导体供应链中与客户互动的重要功能。提出一种基于混合整数线性规划(MILP)的迭代短期供需匹配(STDSM)算法。考虑到车间的有限产能,这种方法可以重新承诺订单。通过分解得到计算上可处理的子问题。STDSM方法与总体规划和分配规划一起应用于滚动地平线设置。采用简化的半导体供应链仿真模型进行滚动地平线实验。实验表明,所提出的STDSM方案在几个交付性能相关度量和稳定性方面优于传统的基于业务规则的启发式方法。
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来源期刊
Central European Journal of Operations Research
Central European Journal of Operations Research 管理科学-运筹学与管理科学
CiteScore
4.70
自引率
11.80%
发文量
30
审稿时长
3 months
期刊介绍: The Central European Journal of Operations Research provides an international readership with high quality papers that cover the theory and practice of OR and the relationship of OR methods to modern quantitative economics and business administration. The focus is on topics such as: - finance and banking - measuring productivity and efficiency in the public sector - environmental and energy issues - computational tools for strategic decision support - production management and logistics - planning and scheduling The journal publishes theoretical papers as well as application-oriented contributions and practical case studies. Occasionally, special issues feature a particular area of OR or report on the results of scientific meetings.
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