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

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