{"title":"使用软计算处理金融应用中的不确定性","authors":"Michael A. Lee, Michael H. Smith","doi":"10.1109/ISUMA.1995.527726","DOIUrl":null,"url":null,"abstract":"We identify applications of soft computing techniques to finance applications. The disadvantages and advantages of techniques used in these applications are outlined and a novel approach is proposed. The proposed system focuses on the issue of learning representations and adaptive learning algorithms through the combination of neural, fuzzy, and evolutionary algorithm techniques.","PeriodicalId":298915,"journal":{"name":"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1995-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Handling uncertainty in finance applications using soft computing\",\"authors\":\"Michael A. Lee, Michael H. Smith\",\"doi\":\"10.1109/ISUMA.1995.527726\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We identify applications of soft computing techniques to finance applications. The disadvantages and advantages of techniques used in these applications are outlined and a novel approach is proposed. The proposed system focuses on the issue of learning representations and adaptive learning algorithms through the combination of neural, fuzzy, and evolutionary algorithm techniques.\",\"PeriodicalId\":298915,\"journal\":{\"name\":\"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society\",\"volume\":\"47 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1995-03-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISUMA.1995.527726\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of 3rd International Symposium on Uncertainty Modeling and Analysis and Annual Conference of the North American Fuzzy Information Processing Society","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISUMA.1995.527726","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Handling uncertainty in finance applications using soft computing
We identify applications of soft computing techniques to finance applications. The disadvantages and advantages of techniques used in these applications are outlined and a novel approach is proposed. The proposed system focuses on the issue of learning representations and adaptive learning algorithms through the combination of neural, fuzzy, and evolutionary algorithm techniques.