BW-TOPSIS:一种评估软件测试技术的混合方法

IF 0.6 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Communications Software and Systems Pub Date : 2022-01-01 DOI:10.24138/jcomss-2022-0138
Ajay Mahaputra Kumar, Kamaldeep Kaur
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引用次数: 0

摘要

软件测试在软件开发的各个阶段都扮演着重要的角色。有很多可用的软件测试技术。基于多种因素选择最合适的软件测试技术对软件从业者来说是一个挑战。本文提出了一种基于mcdm的混合方法,在考虑成本、进度、资源等多种因素的情况下,从各种可用的软件测试技术中选择最合适的软件测试技术。由于涉及到多种因素,选择最合适的软件测试技术的问题可以建模为MCDM问题。本研究提出了一种混合方法,通过整合两种MCDM方法BWM(最佳最差方法)和TOPSIS(通过与理想解决方案相似度来排序偏好的技术),来综合考虑多种因素来评估各种软件测试技术。为了验证该方法的适用性,采用7种软件测试技术和6个评价标准进行了实验研究。结果表明,该方法可以作为一种有效的工具,在多种因素存在的情况下,从各种可用的测试技术中选择最适合的软件测试技术。
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BW-TOPSIS: A Hybrid Method to Evaluate Software Testing Techniques
—Software testing plays a significant role in various software development phases. There are so many software testing techniques available. Selecting the most suitable software testing technique based on multiple factors is challenging for software practitioners. This paper proposes an MCDM-based hybrid approach for selecting the most appropriate software testing technique among various available software testing techniques, considering multiple factors such as cost, schedule, resources, etc. Because of the involvement of multiple factors, the problem of selecting the most appropriate software testing technique can be modeled as an MCDM problem. This study proposes a hybrid approach by integrating two MCDM methods BWM (Best-Worst Method) and TOPSIS (Technique for Order Preference by Similarity to Ideal Solution), for evaluating various software testing techniques considering multiple factors altogether. For the applicability of the proposed approach, an experimental study was conducted using seven software testing techniques and six evaluation criteria. Results show the proposed approach can be used as an efficient tool for selecting the most suitable software testing technique among various available testing techniques in the presence of multiple factors.
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来源期刊
Journal of Communications Software and Systems
Journal of Communications Software and Systems Engineering-Electrical and Electronic Engineering
CiteScore
2.00
自引率
14.30%
发文量
28
审稿时长
8 weeks
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