Information Properties of Consecutive Systems Using Fractional Generalized Cumulative Residual Entropy
We investigate some information properties of consecutive k-out-of-n:G systems in light of fractional generalized cumulative residual entropy. We firstly derive a formula to compute fractional generalized cumulative residual entropy related to the system’s lifetime and explore its preservation properties in terms of established stochastic orders. Additionally, we obtain useful bounds. To aid practical applications, we propose two nonparametric estimators for the fractional generalized cumulative residual entropy in these systems. The efficiency and performance of these estimators are illustrated using simulated and real datasets.
Authors
- Mohamed Kayid (ORCID: https://orcid.org/0000-0001-6363-1246)
- Mansour Shrahili
Institutions
- King Saud University (SA)
Publication Details
- Journal
- Fractal and Fractional
- Published
- 2024-09-28
- DOI
- https://doi.org/10.3390/fractalfract8100568
- Citations
- 2
- Primary Topic
- Probabilistic and Robust Engineering Design
- Type
- article
- Field-Weighted Citation Impact
- 0.92