{"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}
引用次数: 0
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.