Journal of Algorithms & Computational Technology, 2021 Software reliability growth models are nonlinear in nature, so it is difficult to estimate the proper parameters. An estimation method based on a modified whale optimization algorithm in which parameters are estimated is discussed in this paper.
Kezhong Lu, Zongmin Ma
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FLEXIBLE SOFTWARE RELIABILITY GROWTH MODELS
South African Journal of Industrial Engineering, 2012 <p>ENGLISH ABSTRACT: Numerous Software Reliability Growth Models (SRGMs) have been discussed in the literature. These models are used to predict fault content and reliability of software.
P.K. Kapur +3 more
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PERMMA: Enhancing parameter estimation of software reliability growth models: A comparative analysis of metaheuristic optimization algorithms. [PDF]
PLoS ONESoftware reliability growth models (SRGMs) are universally admitted and employed for reliability assessment. The process of software reliability analysis is separated into two components.
Vishal Pradhan +9 more
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Cogent Engineering, 2017 The software testing process basically aims at building confidence in the software for its use in real world applications. The reliability of a software system is always important to us.
Javaid Iqbal
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Software belief reliability growth model incorporating change point and imperfect debugging based on uncertain differential equation approach [PDF]
Scientific ReportsMany software reliability growth models (SRGMs) have been proposed by researchers within the context of probability theory to estimate software reliability, remaining number of faults and optimal release time.
Neelam Sharma +5 more
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Exponential order statistic models of software reliability growth [PDF]
IEEE Transactions on Software Engineering, 1986 Failure times of a software reliability growth process are modeled as order statistics of independent, nonidentically distributed exponential random variables. The Jelinsky-Moranda, Goel-Okumoto, Littlewood, Musa-Okumoto logarithmic, and power law models are all special cases of exponential order statistic models, but there are many additional examples
Douglas R Miller
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Multi- Objective Fuzzy Software Release Problem with learning capacities for fault detection and correction processes [PDF]
Journal of Information Technology Management, 2023 Without utilization of computer and its related technology, modern day’s life cannot be headway. It has also transformed into an incredibly troublesome task.
Deepak Kumar, Pankaj Gupta, P. K. Kapur
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Bivariate Software Reliability Growth Models under Budget Constraint for Development Management [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2020 Software reliability growth is observed by investing not only the testing-time but also the testing-effort in the testing-phase of software development process. If the testing-time (testing-effort) is reduced to some extent, it is possible to observe the
Yuka Minamino +2 more
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Software Reliability Prediction through Encoder-Decoder Recurrent Neural Networks [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2022 With the growing demand for high reliability and safety software, software reliability prediction has attracted more and more attention to identifying potential faults in software.
Chen Li +3 more
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Testing Domain Dependent Software Reliability Growth Models [PDF]
International Journal of Mathematical, Engineering and Management Sciences, 2017 Software Reliability Growth Models (SRGMs) are supporting software industries in expecting and scrutinizing quality of software. Numerous SRGMs have been proposed; majority of which concentrate on testing period of software.
Deepika +3 more
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