May 19, 2024
Ghobad Saadatkia

Ghobad Saadatkia

Academic rank: Associate professor
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Education: Ph.D in statistics
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Research

Title
Optimal Grouping of Dependent Components in Parallel-Series and Series-Parallel Systems with Independent Subsystems Equipped with Starting Devices
Type Article
Keywords
Archimedean copula; stochastic orders; parallel-series systems; series-parallel systems; starting devices
Researchers Narayanaswamy Balakrishnan، Ghobad Saadatkia، Ali Akbar ‎Hosseinzadeh، Mostafa Sattari

Abstract

In this paper, we consider parallel-series and series-parallel systems comprising dependent components that are drawn from a heterogeneous population consisting of m different subpopulations, and each subsystem is equipped with a starter device. We also make the assumption that the components within each subpopulation are dependent, while the subsystems themselves are independent. The joint distribution of these subsystems is modeled using an Archimedean copula. Our research considers a general setting in which each subpopulation has a different Archimedean copula for its dependence. By adopting this general setup, we investigate the stochastic, hazard rate, and reversed hazard rate orders between these systems. Furthermore, we provide several numerical examples to demonstrate all the theoretical results established in this study. These results broaden the scope of the known results in the existing literature.