{"title":"基于AVaR和权限值的多项目多阶段生产库存模型","authors":"A. René, Ryo Haruna, K. Okuhara","doi":"10.1109/IIAIAAI55812.2022.00110","DOIUrl":null,"url":null,"abstract":"The diversification and individualization of market needs have led to an increase in the variety of products, allowing customers to customize product specifications. Consequently, there is a shorter delivery time and significant fluctuations in order quantities for each product. These fluctuations promote an increase in demand uncertainty. This study considers a multi-item, multi-stage production, and inventory system for the general manufacturing industry. It employs Average Value-at-Risk (AVaR) and game-theoretic concepts to analyze and estimate the risk of the quantity demanded, proposing an optimal production and inventory system.","PeriodicalId":156230,"journal":{"name":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"194 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-Item Multi-Stage Production Inventory Model Using AVaR and Permission Value\",\"authors\":\"A. René, Ryo Haruna, K. Okuhara\",\"doi\":\"10.1109/IIAIAAI55812.2022.00110\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The diversification and individualization of market needs have led to an increase in the variety of products, allowing customers to customize product specifications. Consequently, there is a shorter delivery time and significant fluctuations in order quantities for each product. These fluctuations promote an increase in demand uncertainty. This study considers a multi-item, multi-stage production, and inventory system for the general manufacturing industry. It employs Average Value-at-Risk (AVaR) and game-theoretic concepts to analyze and estimate the risk of the quantity demanded, proposing an optimal production and inventory system.\",\"PeriodicalId\":156230,\"journal\":{\"name\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":\"194 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIAIAAI55812.2022.00110\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 12th International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIAIAAI55812.2022.00110","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Multi-Item Multi-Stage Production Inventory Model Using AVaR and Permission Value
The diversification and individualization of market needs have led to an increase in the variety of products, allowing customers to customize product specifications. Consequently, there is a shorter delivery time and significant fluctuations in order quantities for each product. These fluctuations promote an increase in demand uncertainty. This study considers a multi-item, multi-stage production, and inventory system for the general manufacturing industry. It employs Average Value-at-Risk (AVaR) and game-theoretic concepts to analyze and estimate the risk of the quantity demanded, proposing an optimal production and inventory system.