{"title":"P2P网络借贷平台项目选择的不确定均值-方差模型","authors":"Wenju Zhao, Zenglian Zhang","doi":"10.1109/CBFD52659.2021.00105","DOIUrl":null,"url":null,"abstract":"The failure of P2P online lending platforms in China indicates that the failure of risk control is enough to lead to the bankruptcy of a large company, and even trigger a chain reaction leading to financial crisis. This paper discusses the optimal project selection for a P2P online lending platform. We use uncertain variables to describe the borrower’s default amount and provide the distribution of the default amount through experts’ estimation. And then, we establish a mean-variance model of project selection for P2P network lending platforms and give the model a crisp form. The model considers maximum revenue and minimum risk as decision-making conditions, which can not only promote the sustainable operation of the platform, but also protect the interests of investors. Finally, we use a numerical example to prove the validity of our model.","PeriodicalId":230625,"journal":{"name":"2021 International Conference on Computer, Blockchain and Financial Development (CBFD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Uncertain Mean-variance model for project selection in P2P online lending platforms\",\"authors\":\"Wenju Zhao, Zenglian Zhang\",\"doi\":\"10.1109/CBFD52659.2021.00105\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The failure of P2P online lending platforms in China indicates that the failure of risk control is enough to lead to the bankruptcy of a large company, and even trigger a chain reaction leading to financial crisis. This paper discusses the optimal project selection for a P2P online lending platform. We use uncertain variables to describe the borrower’s default amount and provide the distribution of the default amount through experts’ estimation. And then, we establish a mean-variance model of project selection for P2P network lending platforms and give the model a crisp form. The model considers maximum revenue and minimum risk as decision-making conditions, which can not only promote the sustainable operation of the platform, but also protect the interests of investors. Finally, we use a numerical example to prove the validity of our model.\",\"PeriodicalId\":230625,\"journal\":{\"name\":\"2021 International Conference on Computer, Blockchain and Financial Development (CBFD)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Computer, Blockchain and Financial Development (CBFD)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CBFD52659.2021.00105\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Computer, Blockchain and Financial Development (CBFD)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CBFD52659.2021.00105","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Uncertain Mean-variance model for project selection in P2P online lending platforms
The failure of P2P online lending platforms in China indicates that the failure of risk control is enough to lead to the bankruptcy of a large company, and even trigger a chain reaction leading to financial crisis. This paper discusses the optimal project selection for a P2P online lending platform. We use uncertain variables to describe the borrower’s default amount and provide the distribution of the default amount through experts’ estimation. And then, we establish a mean-variance model of project selection for P2P network lending platforms and give the model a crisp form. The model considers maximum revenue and minimum risk as decision-making conditions, which can not only promote the sustainable operation of the platform, but also protect the interests of investors. Finally, we use a numerical example to prove the validity of our model.