Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes
We consider series systems built of components which have independent identically distributed (iid) lifetimes with an increasing failure rate (IFR). We determine sharp upper bounds for the expectations of the system lifetimes expressed in terms of the mean, and various scale units based on absolute...
Main Authors: | , |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-03-01
|
Series: | Entropy |
Subjects: | |
Online Access: | https://www.mdpi.com/1099-4300/23/4/385 |
id |
doaj-04878c74372c40a58a7fcf60a3b69a30 |
---|---|
record_format |
Article |
spelling |
doaj-04878c74372c40a58a7fcf60a3b69a302021-03-25T00:06:07ZengMDPI AGEntropy1099-43002021-03-012338538510.3390/e23040385Bounds on the Lifetime Expectations of Series Systems with IFR Component LifetimesTomasz Rychlik0Magdalena Szymkowiak1Institute of Mathematics, Polish Academy of Sciences, Śniadeckich 8, 00656 Warsaw, PolandInstitute of Automation and Robotics, Poznan University of Technology, Plac Marii Skłodowskiej-Curie 5, 60965 Poznan, PolandWe consider series systems built of components which have independent identically distributed (iid) lifetimes with an increasing failure rate (IFR). We determine sharp upper bounds for the expectations of the system lifetimes expressed in terms of the mean, and various scale units based on absolute central moments of component lifetimes. We further establish analogous bounds under a more stringent assumption that the component lifetimes have an increasing density (ID) function. We also indicate the relationship between the IFR property of the components and the generalized cumulative residual entropy of the series system lifetime.https://www.mdpi.com/1099-4300/23/4/385series systemincreasing failure rateincreasing densityconvex transform ordergeneralized cumulative residual entropyexpectation |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tomasz Rychlik Magdalena Szymkowiak |
spellingShingle |
Tomasz Rychlik Magdalena Szymkowiak Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes Entropy series system increasing failure rate increasing density convex transform order generalized cumulative residual entropy expectation |
author_facet |
Tomasz Rychlik Magdalena Szymkowiak |
author_sort |
Tomasz Rychlik |
title |
Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes |
title_short |
Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes |
title_full |
Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes |
title_fullStr |
Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes |
title_full_unstemmed |
Bounds on the Lifetime Expectations of Series Systems with IFR Component Lifetimes |
title_sort |
bounds on the lifetime expectations of series systems with ifr component lifetimes |
publisher |
MDPI AG |
series |
Entropy |
issn |
1099-4300 |
publishDate |
2021-03-01 |
description |
We consider series systems built of components which have independent identically distributed (iid) lifetimes with an increasing failure rate (IFR). We determine sharp upper bounds for the expectations of the system lifetimes expressed in terms of the mean, and various scale units based on absolute central moments of component lifetimes. We further establish analogous bounds under a more stringent assumption that the component lifetimes have an increasing density (ID) function. We also indicate the relationship between the IFR property of the components and the generalized cumulative residual entropy of the series system lifetime. |
topic |
series system increasing failure rate increasing density convex transform order generalized cumulative residual entropy expectation |
url |
https://www.mdpi.com/1099-4300/23/4/385 |
work_keys_str_mv |
AT tomaszrychlik boundsonthelifetimeexpectationsofseriessystemswithifrcomponentlifetimes AT magdalenaszymkowiak boundsonthelifetimeexpectationsofseriessystemswithifrcomponentlifetimes |
_version_ |
1724204042088873984 |