基于博弈论的寄售模型线性判别分析算法

Lei Jiang
{"title":"基于博弈论的寄售模型线性判别分析算法","authors":"Lei Jiang","doi":"10.1109/icsgea.2018.00060","DOIUrl":null,"url":null,"abstract":"Due to the unbalanced state between the excess supply and the price rising in supply chain management, this article, by assuming that the demand lead time is random and controllable, and establishing a consignment inventory model under the game theory, analyzes the mutual relationships between the consignment inventory model, financial related costs, and storage-related costs. Combining the characteristics of consignment inventory model, in order to improve the use value of the model, this article proposes a linear discriminant analysis algorithm for consignment model (LDAACM) based on game theory. This model introduces a linear discriminant analysis algorithm so to realize the dynamic control of the linear discriminative mutation ratio of the consignment inventory model, and solve the shortcomings of the slow discriminant speed of the consignment inventory model under the game theory. Finally, the simulation results show that the consignment inventory model established under game theory has certain application value.","PeriodicalId":445324,"journal":{"name":"2018 International Conference on Smart Grid and Electrical Automation (ICSGEA)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Linear Discriminant Analysis Algorithm for Consignment Model (LDAACM) Based on Game Theory\",\"authors\":\"Lei Jiang\",\"doi\":\"10.1109/icsgea.2018.00060\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Due to the unbalanced state between the excess supply and the price rising in supply chain management, this article, by assuming that the demand lead time is random and controllable, and establishing a consignment inventory model under the game theory, analyzes the mutual relationships between the consignment inventory model, financial related costs, and storage-related costs. Combining the characteristics of consignment inventory model, in order to improve the use value of the model, this article proposes a linear discriminant analysis algorithm for consignment model (LDAACM) based on game theory. This model introduces a linear discriminant analysis algorithm so to realize the dynamic control of the linear discriminative mutation ratio of the consignment inventory model, and solve the shortcomings of the slow discriminant speed of the consignment inventory model under the game theory. Finally, the simulation results show that the consignment inventory model established under game theory has certain application value.\",\"PeriodicalId\":445324,\"journal\":{\"name\":\"2018 International Conference on Smart Grid and Electrical Automation (ICSGEA)\",\"volume\":\"4 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Smart Grid and Electrical Automation (ICSGEA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/icsgea.2018.00060\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Smart Grid and Electrical Automation (ICSGEA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/icsgea.2018.00060","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

由于供应链管理中存在供给过剩与价格上涨之间的不平衡状态,本文假设需求提前期是随机可控的,在博弈论下建立寄售库存模型,分析寄售库存模型与财务相关成本、仓储相关成本之间的相互关系。结合寄售库存模型的特点,为了提高模型的使用价值,本文提出了一种基于博弈论的寄售模型线性判别分析算法(LDAACM)。该模型引入了线性判别分析算法,实现了寄售库存模型线性判别变异率的动态控制,解决了寄售库存模型在博弈论下判别速度慢的缺点。仿真结果表明,基于博弈论建立的寄售库存模型具有一定的应用价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Linear Discriminant Analysis Algorithm for Consignment Model (LDAACM) Based on Game Theory
Due to the unbalanced state between the excess supply and the price rising in supply chain management, this article, by assuming that the demand lead time is random and controllable, and establishing a consignment inventory model under the game theory, analyzes the mutual relationships between the consignment inventory model, financial related costs, and storage-related costs. Combining the characteristics of consignment inventory model, in order to improve the use value of the model, this article proposes a linear discriminant analysis algorithm for consignment model (LDAACM) based on game theory. This model introduces a linear discriminant analysis algorithm so to realize the dynamic control of the linear discriminative mutation ratio of the consignment inventory model, and solve the shortcomings of the slow discriminant speed of the consignment inventory model under the game theory. Finally, the simulation results show that the consignment inventory model established under game theory has certain application value.
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
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信