基于Sugeno积分的定性多准则决策

D. Iourinski, François Modave
{"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}
引用次数: 5

摘要

在多准则决策(MCDM)中,我们的目标是对多维备选方案进行排序。传统的类似实用程序的方法是定义一个适当的聚合操作符,该操作符根据决策者的行为聚合部分首选项。非加性度量(或模糊度量)已被证明是非常适合于此目的的工具。然而,直到最近,这都是以一种特别的方式完成的。利用聚合算子的Choquet积分,给出了多准则决策的一个定量公理化。然而,从测量的角度来看,这种模糊积分的选择并不总是足够的。本文的目的是给出关于代表决策者全局偏好的模糊测度的Sugeno积分存在的条件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信