Qualitative integrals and desintegrals as lower and upper possibilistic expectations

被引:0
|
作者
Dubois, Didier [1 ]
Prade, Henri [1 ]
Rico, Agnes
机构
[1] CNRS, IRIT, F-31062 Toulouse 09, France
来源
PROCEEDINGS OF THE 8TH CONFERENCE OF THE EUROPEAN SOCIETY FOR FUZZY LOGIC AND TECHNOLOGY (EUSFLAT-13) | 2013年 / 32卷
关键词
capacity; Heyting algebras; Sugeno integral; possibility theory;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Any capacity (i.e., an increasing set function) has been proved to be a lower possibility measure and an upper necessity measure. Similarly, it is shown that any anti-capacity (i.e., a decreasing set function) can be viewed both as an upper guaranteed possibility measure and as a lower weak necessity measure. These results are the basis for establishing that qualitative integrals (including Sugeno integrals) are lower and / or upper possibilistic expectations wrt a possibility measure, while qualitative desintegrals are upper or lower possibilistic expectations wrt a guaranteed possibility measure. The results are presented in a finite qualitative setting, and apply to multiple criteria aggregation or decision under uncertainty.
引用
收藏
页码:318 / 325
页数:8
相关论文
共 50 条
  • [1] Upper and lower integrals
    Kennedy, MD
    Pollard, S
    MATHEMATISCHE ZEITSCHRIFT, 1935, 39 : 432 - 454
  • [2] New axiomatisations of discrete quantitative and qualitative possibilistic integrals
    Dubois, D.
    Rico, A.
    FUZZY SETS AND SYSTEMS, 2018, 343 : 3 - 19
  • [3] Upper and lower Lebesgue integrals
    Kennedy, MD
    PROCEEDINGS OF THE LONDON MATHEMATICAL SOCIETY, 1931, 32 : 21 - 50
  • [4] CONTINUITY AND UPPER AND LOWER INTEGRALS
    APPLING, WDL
    NOTICES OF THE AMERICAN MATHEMATICAL SOCIETY, 1973, 20 (02): : A264 - A265
  • [5] ON LOWER AND UPPER CHOQUET INTEGRALS
    Guo, Cai-Mei
    Zhang, De-Li
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 1783 - +
  • [6] Upper and Lower N-integrals
    Cabral, Emmanuel A.
    Racca, Abraham P.
    PROCEEDINGS OF THE 8TH SEAMS-UGM INTERNATIONAL CONFERENCE ON MATHEMATICS AND ITS APPLICATIONS 2019: DEEPENING MATHEMATICAL CONCEPTS FOR WIDER APPLICATION THROUGH MULTIDISCIPLINARY RESEARCH AND INDUSTRIES COLLABORATIONS, 2019, 2192
  • [7] A localic theory of lower and upper integrals
    Vickers, Steven
    MATHEMATICAL LOGIC QUARTERLY, 2008, 54 (01) : 109 - 123
  • [8] Lower and upper Loeb-integrals
    Landers, D
    Rogge, L
    TRANSACTIONS OF THE AMERICAN MATHEMATICAL SOCIETY, 2006, 358 (08) : 3263 - 3283
  • [9] A note on upper and lower Sugeno integrals
    Murofushi, T
    FUZZY SETS AND SYSTEMS, 2003, 138 (03) : 551 - 558
  • [10] Lower integrals and upper integrals with respect to nonadditive set functions
    Wang, Zhenyuan
    Li, Wenye
    Lee, Kin-Hong
    Leung, Kwong-Sak
    FUZZY SETS AND SYSTEMS, 2008, 159 (06) : 646 - 660