{"title":"非线性约束下的供应链动态性能优化","authors":"J. Wang, Ming-Min Yu, Yegui Xiao","doi":"10.1109/ICMECG.2012.43","DOIUrl":null,"url":null,"abstract":"The dynamic performance of supply chain system presents a characteristic of complexity in its stable region. It is important to coordinate and optimize the multi-dynamic performance of the supply chain system under the premise of ensuring its stability. Based on APIOBPCS, an index system of multi-dynamic performance is established. Thus, the system can achieve Pareto optimal via the Non-dominated Sorting Genetic Algorithm. According to the optimization and comparison of the three different nonlinear models on the basis of APIOBPCS, this paper summarizes the properties of Pareto frontier and solution sets. Moreover, the major influence of parameters on indexes is provided, and its inherent principle is explored through simulation experiments. Finally, managerial suggestions are proposed to improve the efficiency of supply chain on the basis of the research achievements.","PeriodicalId":276201,"journal":{"name":"2012 International Conference on Management of e-Commerce and e-Government","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Dynamic Performance Optimization of the Supply Chain with Nonlinear Constraints\",\"authors\":\"J. Wang, Ming-Min Yu, Yegui Xiao\",\"doi\":\"10.1109/ICMECG.2012.43\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The dynamic performance of supply chain system presents a characteristic of complexity in its stable region. It is important to coordinate and optimize the multi-dynamic performance of the supply chain system under the premise of ensuring its stability. Based on APIOBPCS, an index system of multi-dynamic performance is established. Thus, the system can achieve Pareto optimal via the Non-dominated Sorting Genetic Algorithm. According to the optimization and comparison of the three different nonlinear models on the basis of APIOBPCS, this paper summarizes the properties of Pareto frontier and solution sets. Moreover, the major influence of parameters on indexes is provided, and its inherent principle is explored through simulation experiments. Finally, managerial suggestions are proposed to improve the efficiency of supply chain on the basis of the research achievements.\",\"PeriodicalId\":276201,\"journal\":{\"name\":\"2012 International Conference on Management of e-Commerce and e-Government\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 International Conference on Management of e-Commerce and e-Government\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICMECG.2012.43\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 International Conference on Management of e-Commerce and e-Government","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMECG.2012.43","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Dynamic Performance Optimization of the Supply Chain with Nonlinear Constraints
The dynamic performance of supply chain system presents a characteristic of complexity in its stable region. It is important to coordinate and optimize the multi-dynamic performance of the supply chain system under the premise of ensuring its stability. Based on APIOBPCS, an index system of multi-dynamic performance is established. Thus, the system can achieve Pareto optimal via the Non-dominated Sorting Genetic Algorithm. According to the optimization and comparison of the three different nonlinear models on the basis of APIOBPCS, this paper summarizes the properties of Pareto frontier and solution sets. Moreover, the major influence of parameters on indexes is provided, and its inherent principle is explored through simulation experiments. Finally, managerial suggestions are proposed to improve the efficiency of supply chain on the basis of the research achievements.