Software Reliability Analysis Using Nonlinear Transfer Function

IF 0.9 Q3 ENGINEERING, MULTIDISCIPLINARY

International Journal of Reliability Quality and Safety Engineering Pub Date : 2022-12-19 DOI:10.1142/s0218539322500176

S. Chatterjee, Deepjyoti Saha, Yogesh Verma

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.

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基于非线性传递函数的软件可靠性分析

在创新的进程中，软件在社会中扮演着重要的角色。因此，对可靠软件的需求与日俱增。但是软件的开发过程变得非常复杂。本文建立了一个非线性传递函数模型来预测软件中存在的剩余故障。讨论了建立非线性传递函数模型的逐步过程。并与线性传递函数模型进行了比较。还进行了发布时间建模。一些真实的数据集已被用于说明。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Reliability Quality and Safety Engineering ENGINEERING, MULTIDISCIPLINARY-

CiteScore

1.70

自引率

25.00%

发文量

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.