Parametric selection of software reliability growth models using multi-criteria decision-making approach

被引：0

作者：

Garg R. ^{[1
]}

机构：

[1] Department of Computer Science and Engineering, Amity University, Uttar Pradesh, Noida

来源：

International Journal of Reliability and Safety | 2019年 / 13卷 / 04期

关键词：

MCDM; Multi-criteria decision making; NHPP; Selection indexes; Software reliability; Software reliability growth models; SRGMs; VIKOR;

D O I：

10.1504/IJRS.2019.102888

中图分类号：

学科分类号：

摘要：

The present research aims at the development of a computation procedure based on the mathematical procedures to solve the problem of Software Reliability Growth Model's (SRGMs) selection problem. The present selection problem is set as a Multi-Criteria Decision Making (MCDM) problem in this study and an MCDM approach, namely VIseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) is implemented to solve the same. To demonstrate the working of the VIKOR, two real-time failure data sets have been used on which 16 SRGMs are evaluated against a set of 12 selection indexes. The present study produces a comprehensive ranking of the various SRGMs based on their relative proximity as the result. The model having the smallest proximity value is graded at position-1 and the model with largest proximity value at the last position. © 2019 Inderscience Enterprises Ltd.

引用

页码：291 / 309

页数：18

共 57 条

[11]

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[12]

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[19]

Garg R.K., Sharma K., Nagpal C.K., Garg R., Garg R., Kumar R., Ranking of software engineering metrics by fuzzy based matrix methodology, Software Testing, Verification and Reliability, 23, 2, pp. 149-168, (2013)

[20]

Gupta A., Gupta N., Garg R.K., Implementing weighted entropy-distance based approach for the selection of software reliability growth models, International Journal of Computer Applications in Technology, 57, 3, pp. 255-266, (2018)

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