Choquet integrals with respect to the credibility measure

被引:1
|
作者
Du, Wen Sheng [1 ]
机构
[1] Zhengzhou Univ, Sch Business, 100 Sci Ave, Zhengzhou 450001, Peoples R China
基金
中国国家自然科学基金;
关键词
Choquet integral; credibility measure; symmetric choquet integral; translatable choquet integral; FUZZY; SET;
D O I
10.3233/JIFS-190765
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Choquet integral is proven quite reasonable as an integral form with respect to monotone measures, where the credibility measure is a specific case with self-duality. The main objective of this paper is to propose the Choquet integral of measurable functions on the credibility space, which bridges the gap between the Choquet integral and credibility theory. First, the Choquet integrals for nonnegative functions with respect to the credibility measure are introduced, and their properties are investigated such as the monotonicity and translatability. Then, the symmetric Choquet integrals and translatable Choquet integrals of any measurable functions are developed through the use of the Choquet integrals of nonnegative functions. Finally, Choquet integrals on finite sets based on the credibility measure are presented to simplify the calculation procedures.
引用
收藏
页码:107 / 118
页数:12
相关论文
共 50 条
  • [41] 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 - +
  • [42] Importance-Performance Analysis Based on Choquet Integral with Respect to L-Measure
    Lee, Shu-Juan
    Liu, Hsiang-Chuan
    Chen, Shih-Ming
    Jheng, Yu-Du
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 : 3844 - +
  • [43] COMBINED MULTIPLE SVM CLASSIFIERS BASED ON CHOQUET INTEGRAL WITH RESPECT TO L-MEASURE
    Lin, Wen-Chih
    Huang, Chih-Sheng
    Huang, Wen-Chun
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 3188 - +
  • [44] CHOQUET-LIKE INTEGRALS WITH RESPECT TO LEVEL-DEPENDENT CAPACITIES AND φ-ORDINAL SUMS OF AGGREGATION FUNCTION
    Mesiar, Radko
    Smrek, Peter
    KYBERNETIKA, 2015, 51 (03) : 420 - 432
  • [45] Perturbation theory with convergent series for functional integrals with respect to the Feynman measure
    Belokurov, VV
    Solovev, YP
    Shavgulidze, ET
    RUSSIAN MATHEMATICAL SURVEYS, 1997, 52 (02) : 392 - 393
  • [46] AN EXPONENTIAL REPRESENTATION FOR SOME INTEGRALS WITH RESPECT TO LEBESGUE-POISSON MEASURE
    Boluh, V. A.
    Rebenko, A. L.
    METHODS OF FUNCTIONAL ANALYSIS AND TOPOLOGY, 2014, 20 (02): : 186 - 192
  • [47] An estimate about multiple stochastic integrals with respect to a normalized empirical measure
    Major, P
    STUDIA SCIENTIARUM MATHEMATICARUM HUNGARICA, 2005, 42 (03) : 295 - 341
  • [48] On Stolarsky inequality for Sugeno and Choquet integrals
    Agahi, Hamzeh
    Mesiar, Radko
    Ouyang, Yao
    Pap, Endre
    Strboja, Mirjana
    INFORMATION SCIENCES, 2014, 266 : 134 - 139
  • [49] Characterization of k-Choquet Integrals
    Horanska, L'ubomira
    Takac, Zdenko
    MODELING DECISIONS FOR ARTIFICIAL INTELLIGENCE (MDAI 2018), 2018, 11144 : 64 - 76
  • [50] Convergence theorems for sequences of Choquet integrals
    Wang, ZY
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 1997, 26 (1-2) : 133 - 143