MAXIMIZABLE INFORMATIONAL ENTROPY AS A MEASURE OF PROBABILISTIC UNCERTAINTY

被引:7
|
作者
Ou, Congjie [1 ,2 ]
El Kaabouchi, Aziz [1 ]
Nivanen, Laurent [1 ]
Chen, Jincan [1 ,3 ,4 ]
Tsobnang, Franois [1 ]
Le Mehaute, Alain [1 ]
Wang, Qiuping A. [1 ]
机构
[1] Inst Super Mat & Mecan, F-72000 Le Mans, France
[2] Huaqiao Univ, Coll Informat & Engn, Quanzhou 362021, Peoples R China
[3] Xiamen Univ, Dept Phys, Xiamen 361005, Peoples R China
[4] Xiamen Univ, Inst Theoret Phys & Astrophys, Xiamen 361005, Peoples R China
来源
关键词
Uncertainty; varentropy; virtual work principle; probability distribution; RELAXATION; GIBBS;
D O I
10.1142/S0217979210054713
中图分类号
O59 [应用物理学];
学科分类号
摘要
In this work, we consider a recently proposed entropy S defined by a variational relationship dI = d (x) over bar - (dx) over bar as a measure of uncertainty of random variable x. The entropy defined in this way underlies an extension of virtual work principle (dx) over bar = 0 leading to the maximum entropy d(I - (x) over bar) = 0. This paper presents an analytical investigation of this maximizable entropy for several distributions such as the stretched exponential distribution, kappa-exponential distribution, and Cauchy distribution.
引用
收藏
页码:3461 / 3468
页数:8
相关论文
共 50 条
  • [31] An entropy-based uncertainty measure of configurable process models
    Saidi, Malak
    Tissaoui, Anis
    Benslimane, Djamel
    Benallal, Wehbi
    2018 14TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS), 2018, : 16 - 23
  • [32] Complex Deng entropy for uncertainty measure in complex evidence theory
    Tang, Chen
    Xiao, Fuyuan
    Engineering Applications of Artificial Intelligence, 2025, 141
  • [33] An Entropy-Based Uncertainty Measure for Developing Granular Models
    Muda, Muhammad Zaiyad
    Panoutsos, George
    2020 7TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING & MACHINE INTELLIGENCE (ISCMI 2020), 2020, : 73 - 77
  • [34] Entropy-based measure of uncertainty in past lifetime distributions
    Di Crescenzo, A
    Longobardi, M
    JOURNAL OF APPLIED PROBABILITY, 2002, 39 (02) : 434 - 440
  • [35] An alternative entropy-like uncertainty measure for the continuous observables
    Majerník, V
    Vlcek, M
    Majerníková, E
    ACTA PHYSICA HUNGARICA NEW SERIES-HEAVY ION PHYSICS, 2000, 12 (01): : 23 - 32
  • [36] t-Entropy: A New Measure of Uncertainty with Some Applications
    Chakraborty, Saptarshi
    Paul, Debolina
    Das, Swagatam
    2021 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2021, : 1475 - 1480
  • [37] Uncertain probability estimates and an entropy-based measure of uncertainty
    Reid, SG
    RELIABILITY AND OPTIMIZATION OF STRUCTURAL SYSTEMS, 2004, : 79 - 86
  • [38] Important measure analysis of uncertainty parameters in bridge probabilistic seismic demands
    Song, Shuai
    Wu, Yuan H.
    Wang, Shuai
    Lei, Hong G.
    EARTHQUAKES AND STRUCTURES, 2022, 22 (02) : 157 - 168
  • [39] Informational Entropy of Structure and Maximum Entropy Principle
    Chen, Jianjun
    Cao, Yibo
    Duan, Baoyan
    Ying Yong Li Xue Xue Bao/Chinese Journal of Applied Mechanics, 1998, 15 (04): : 116 - 121
  • [40] Uncertainty Propagation Using Probabilistic Affine Forms and Concentration of Measure Inequalities
    Bouissou, Olivier
    Goubault, Eric
    Putot, Sylvie
    Chakarov, Aleksandar
    Sankaranarayanan, Sriram
    TOOLS AND ALGORITHMS FOR THE CONSTRUCTION AND ANALYSIS OF SYSTEMS (TACAS 2016), 2016, 9636 : 225 - 243