短期供需匹配的滚动地平线规划方法

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
{"title":"短期供需匹配的滚动地平线规划方法","authors":"Raphael Herding, Lars Mönch","doi":"10.1007/s10100-023-00891-z","DOIUrl":null,"url":null,"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.","PeriodicalId":9689,"journal":{"name":"Central European Journal of Operations Research","volume":null,"pages":null},"PeriodicalIF":1.4000,"publicationDate":"2023-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A rolling horizon planning approach for short-term demand supply matching\",\"authors\":\"Raphael Herding, Lars Mönch\",\"doi\":\"10.1007/s10100-023-00891-z\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":9689,\"journal\":{\"name\":\"Central European Journal of Operations Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2023-10-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Central European Journal of Operations Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s10100-023-00891-z\",\"RegionNum\":4,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"OPERATIONS RESEARCH & MANAGEMENT SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Central European Journal of Operations Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s10100-023-00891-z","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"OPERATIONS RESEARCH & MANAGEMENT SCIENCE","Score":null,"Total":0}
引用次数: 0

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
A rolling horizon planning approach for short-term demand supply matching
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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.
期刊最新文献
Sustainable production for imperfect production system with advertisement and Bertrand’s price-dependent demand Assessing the viability of parking slot utilization as transhipment points for parcel carriers: a case study in Barcelona Exploring the correlation between courier workload, service density and distance with the success of last-mile and first-mile reverse logistics On the identity of two solution algorithms of the ‘improved normalized squared differences’ matrix adjustment model Integrating freshness and profitability in horticultural supply chain design
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1