{"title":"基于Sugeno积分的定性多准则决策","authors":"D. Iourinski, François Modave","doi":"10.1109/NAFIPS.2003.1226826","DOIUrl":null,"url":null,"abstract":"In multicriteria decision making (MCDM), we aim at ranking multidimensional alternatives. A traditional approach utility-like approach is to define an appropriate aggregation operator, that aggregates partial preferences based on the decision maker's behavior. Non-additive measures (or fuzzy measures) have been shown to be well-suited tools for this purpose. However, this was done in an ad hoc way until recently. An axiomatization of multicriteria decision making was given in a quantitative setting, using the Choquet integral for aggregation operator. However, this choice of fuzzy integral is not always adequate from a measurement perspective. The aim of this paper is to give conditions for the existence of a Sugeno integral with respect to some fuzzy measure, representing the global preferences of a decision maker.","PeriodicalId":153530,"journal":{"name":"22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003","volume":"172 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Qualitative multicriteria decision making based on the Sugeno integral\",\"authors\":\"D. Iourinski, François Modave\",\"doi\":\"10.1109/NAFIPS.2003.1226826\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In multicriteria decision making (MCDM), we aim at ranking multidimensional alternatives. A traditional approach utility-like approach is to define an appropriate aggregation operator, that aggregates partial preferences based on the decision maker's behavior. Non-additive measures (or fuzzy measures) have been shown to be well-suited tools for this purpose. However, this was done in an ad hoc way until recently. An axiomatization of multicriteria decision making was given in a quantitative setting, using the Choquet integral for aggregation operator. However, this choice of fuzzy integral is not always adequate from a measurement perspective. The aim of this paper is to give conditions for the existence of a Sugeno integral with respect to some fuzzy measure, representing the global preferences of a decision maker.\",\"PeriodicalId\":153530,\"journal\":{\"name\":\"22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003\",\"volume\":\"172 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-07-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NAFIPS.2003.1226826\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"22nd International Conference of the North American Fuzzy Information Processing Society, NAFIPS 2003","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NAFIPS.2003.1226826","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Qualitative multicriteria decision making based on the Sugeno integral
In multicriteria decision making (MCDM), we aim at ranking multidimensional alternatives. A traditional approach utility-like approach is to define an appropriate aggregation operator, that aggregates partial preferences based on the decision maker's behavior. Non-additive measures (or fuzzy measures) have been shown to be well-suited tools for this purpose. However, this was done in an ad hoc way until recently. An axiomatization of multicriteria decision making was given in a quantitative setting, using the Choquet integral for aggregation operator. However, this choice of fuzzy integral is not always adequate from a measurement perspective. The aim of this paper is to give conditions for the existence of a Sugeno integral with respect to some fuzzy measure, representing the global preferences of a decision maker.