eBook: Software Reliability Growth Models (DRM PDF)
 
電子書格式: DRM PDF
作者: David D. Hanagal, Nileema N. Bhalerao 
系列: Infosys Science Foundation Series
分類: Probability & statistics  
書城編號: 22508891


售價: $1164.00

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製造商: Springer Singapore
出版日期: 2021/02/26
ISBN: 9789811600258
 
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商品簡介
This book presents the basic concepts of software reliability growth models (SRGMs), ranging from fundamental to advanced level. It discusses SRGM based on the non-homogeneous Poisson process (NHPP), which has been a quite successful tool in practical software reliability engineering. These models consider the debugging process as a counting process characterized by its mean value function. Model parameters have been estimated by using either the maximum likelihood method or regression. NHPP SRGMs based on inverse Weibull, generalized inverse Weibull, extended inverse Weibull, generalized extended inverse Weibull, and delayed S-shaped have been focused upon.  Review of literature on SRGM has been included from the scratch to recent developments, applicable in artificial neural networks, machine learning, artificial intelligence, data-driven approaches, fault-detection, fault-correction processes, and also in random environmental conditions. This book is designed for practitioners and researchers at all levels of competency, and also targets groups who need information on software reliability engineering.
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David D. Hanagal 作者作品表

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