A Dual Measure of Uncertainty: The Deng Extropy

被引:49
作者
Buono, Francesco [1 ]
Longobardi, Maria [2 ]
机构
[1] Univ Napoli Federico II, Dipartimento Matemat & Applicaz Renato Caccioppol, I-80126 Naples, Italy
[2] Univ Napoli Federico II, Dipartimento Biol, I-80126 Naples, Italy
关键词
the Dempster-Shafer evidence theory; Deng entropy; extropy; pattern recognition; MATHEMATICAL-THEORY; ENTROPY; NUMBERS;
D O I
10.3390/e22050582
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The extropy has recently been introduced as the dual concept of entropy. Moreover, in the context of the Dempster-Shafer evidence theory, Deng studied a new measure of discrimination, named the Deng entropy. In this paper, we define the Deng extropy and study its relation with Deng entropy, and examples are proposed in order to compare them. The behaviour of Deng extropy is studied under changes of focal elements. A characterization result is given for the maximum Deng extropy and, finally, a numerical example in pattern recognition is discussed in order to highlight the relevance of the new measure.
引用
收藏
页数:10
相关论文
共 30 条
  • [1] Analyzing properties of Deng entropy in the theory of evidence
    Abellan, Joaquin
    [J]. CHAOS SOLITONS & FRACTALS, 2017, 95 : 195 - 199
  • [2] Balakrishnan N, COMM STAT THEORY MET
  • [3] A family of weighted distributions based on the mean inactivity time and cumulative past entropies
    Cali, Camilla
    Longobardi, Maria
    Psarrakos, Georgios
    [J]. RICERCHE DI MATEMATICA, 2021, 70 (02) : 395 - 409
  • [4] PROPERTIES FOR GENERALIZED CUMULATIVE PAST MEASURES OF INFORMATION
    Cali, Camilla
    Longobardi, Maria
    Jorge, Navarro
    [J]. PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES, 2020, 34 (01) : 92 - 111
  • [5] Some properties of cumulative Tsallis entropy
    Cali, Camilla
    Longobardi, Maria
    Ahmadi, Jafar
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 486 : 1012 - 1021
  • [6] An Improved Deng Entropy and Its Application in Pattern Recognition
    Cui, Huizi
    Liu, Qing
    Zhang, Jianfeng
    Kang, Bingyi
    [J]. IEEE ACCESS, 2019, 7 : 18284 - 18292
  • [7] UPPER AND LOWER PROBABILITIES INDUCED BY A MULTIVALUED MAPPING
    DEMPSTER, AP
    [J]. ANNALS OF MATHEMATICAL STATISTICS, 1967, 38 (02): : 325 - &
  • [8] Deng entropy
    Deng, Yong
    [J]. CHAOS SOLITONS & FRACTALS, 2016, 91 : 549 - 553
  • [9] On cumulative entropies
    Di Crescenzo, Antonio
    Longobardi, Maria
    [J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 139 (12) : 4072 - 4087
  • [10] Dua D., 2017, UCI MACHINE LEARNING