{"title":"Belief function to probability: A tradeoff between easy decision-making and high risk","authors":"Zhe Zhou, Chunjie Yang, Chenglin Wen","doi":"10.1109/ICCA.2013.6565080","DOIUrl":null,"url":null,"abstract":"The problem of probability transformation is crucial for decision-making in Dempster-Shafer Theory of evidence. In this paper, a compromise method has been proposed for transforming basic probability assignment to probability function. The novel transformation method can acquire better balance between easy decision-making and high risk. Numerical examples are used to illustrate the rationality and efficiency of the proposed method.","PeriodicalId":336534,"journal":{"name":"2013 10th IEEE International Conference on Control and Automation (ICCA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 10th IEEE International Conference on Control and Automation (ICCA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCA.2013.6565080","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3
Abstract
The problem of probability transformation is crucial for decision-making in Dempster-Shafer Theory of evidence. In this paper, a compromise method has been proposed for transforming basic probability assignment to probability function. The novel transformation method can acquire better balance between easy decision-making and high risk. Numerical examples are used to illustrate the rationality and efficiency of the proposed method.