Alomani Ghadah, Kayid Mohamed
Department of Mathematical Sciences, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia.
Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, Riyadh 11451, Saudi Arabia.
Entropy (Basel). 2022 Jul 28;24(8):1041. doi: 10.3390/e24081041.
The fractional generalized cumulative residual entropy (FGCRE) has been introduced recently as a novel uncertainty measure which can be compared with the fractional Shannon entropy. Various properties of the FGCRE have been studied in the literature. In this paper, further results for this measure are obtained. The results include new representations of the FGCRE and a derivation of some bounds for it. We conduct a number of stochastic comparisons using this measure and detect the connections it has with some well-known stochastic orders and other reliability measures. We also show that the FGCRE is the Bayesian risk of a mean residual lifetime (MRL) under a suitable prior distribution function. A normalized version of the FGCRE is considered and its properties and connections with the Lorenz curve ordering are studied. The dynamic version of the measure is considered in the context of the residual lifetime and appropriate aging paths.
分数阶广义累积剩余熵(FGCRE)最近被引入作为一种新型不确定性度量,它可与分数阶香农熵相比较。文献中已经研究了FGCRE的各种性质。在本文中,获得了关于该度量的进一步结果。这些结果包括FGCRE的新表示形式及其一些界的推导。我们使用该度量进行了一些随机比较,并检测了它与一些著名随机序和其他可靠性度量之间的联系。我们还表明,在合适的先验分布函数下,FGCRE是平均剩余寿命(MRL)的贝叶斯风险。考虑了FGCRE的归一化版本,并研究了其性质以及与洛伦兹曲线排序的联系。在剩余寿命和适当老化路径的背景下考虑了该度量的动态版本。