Software Reliability Growth Models, Paperback by Hanagal, David D.; Bhalerao,…

Software Reliability Growth Models, Paperback by Hanagal, David D.; Bhalerao,...

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Book Title:Software Reliability Growth Models
Number of Pages:Xxi, 104 Pages
Publication Name:Software Reliability Growth Models
Language:English
Publisher:Springer
Subject:Probability & Statistics / General,General
Publication Year:2022
Item Weight:7.4 Oz
Type:Textbook
Item Length:9.3 in
Subject Area:Mathematics
Author:David D. Hanagal,Nileema N. Bhalerao
Item Width:6.1 in
Series:Infosys Science Foundation Ser.
Format:Trade Paperback

Software Reliability Growth Models, Paperback by Hanagal, David D.; Bhalerao, Nileema N., ISBN 9811600279, ISBN-13 9789811600272, Brand New, Free shipping in the US

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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