{"title":"Software Reliability Analysis Using Nonlinear Transfer Function","authors":"S. Chatterjee, Deepjyoti Saha, Yogesh Verma","doi":"10.1142/s0218539322500176","DOIUrl":null,"url":null,"abstract":"In the progression of innovation, software plays a meaningful role in society. Hence, the need for reliable software increases day by day. But the development process of software has become very complex. In this paper, a nonlinear transfer function model has been developed to predict the remaining faults present in the software. A stepwise procedure is discussed for developing a nonlinear transfer function model. A comparison with the linear transfer function model has been carried out. Release time modeling has also been carried out. Some real data sets have been used for illustration.","PeriodicalId":45573,"journal":{"name":"International Journal of Reliability Quality and Safety Engineering","volume":null,"pages":null},"PeriodicalIF":0.9000,"publicationDate":"2022-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Reliability Quality and Safety Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1142/s0218539322500176","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
In the progression of innovation, software plays a meaningful role in society. Hence, the need for reliable software increases day by day. But the development process of software has become very complex. In this paper, a nonlinear transfer function model has been developed to predict the remaining faults present in the software. A stepwise procedure is discussed for developing a nonlinear transfer function model. A comparison with the linear transfer function model has been carried out. Release time modeling has also been carried out. Some real data sets have been used for illustration.
期刊介绍：
IJRQSE is a refereed journal focusing on both the theoretical and practical aspects of reliability, quality, and safety in engineering. The journal is intended to cover a broad spectrum of issues in manufacturing, computing, software, aerospace, control, nuclear systems, power systems, communication systems, and electronics. Papers are sought in the theoretical domain as well as in such practical fields as industry and laboratory research. The journal is published quarterly, March, June, September and December. It is intended to bridge the gap between the theoretical experts and practitioners in the academic, scientific, government, and business communities.
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