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VIKOR-based group decision-making method for software quality assessment  ( SCI-EXPANDED收录)   被引量:7

文献类型:期刊文献

英文题名:VIKOR-based group decision-making method for software quality assessment

作者:Yue, Z. L.[1];Yue, C.[1,2];Peng, X. H.[1,2];Wu, W.[1]

机构:[1]Guangdong Ocean Univ, Coll Math & Comp Sci, Zhanjiang, Guangdong, Peoples R China;[2]Southern Marine Sci & Engn Guangdong Lab Zhanjiang, Zhanjiang, Guangdong, Peoples R China

年份:2023

卷号:20

期号:1

起止页码:53

外文期刊名:IRANIAN JOURNAL OF FUZZY SYSTEMS

收录:SCI-EXPANDED(收录号:WOS:000925842500005)、、Scopus(收录号:2-s2.0-85150210277)、WOS

基金:The authors would like to thank the editors and the anonymous reviewers for their insightful and constructive comments and suggestions that have led to this improved version of the paper. This work was supported by the Science and Tech-nology Planning Project from Zhanjiang Science and Technology Bureau (No. 2020B01405) ; the Project of Professional Core Course from College of Mathematics and Computer Science, Guangdong Ocean University (No. 57111 9134) ; the Fund of Southern Marine Science and Engineering Guangdong Laboratory (Zhanjiang) (No. ZJW-2019-06) ; the Major scientific research project of Guangdong Ocean University (No. GDOU2017052605) ; the Guangdong Provincial Key Laboratory of Cyber-Physical Systems (No. 2020B1 212060069) ; the National and Local Joint Engineering Research Center of Intelligent Manufacturing Cyber-Physical Systems (No. 2020B1212060069) .

语种:英文

外文关键词:Extended VIKOR method; normalized projection; group decision-making; interval-valued intuitionistic fuzzy number; software quality assessment

外文摘要:Software quality is an important research direction in software engineering domain, which is a multi-dimen-sional evaluation problem. The VIsekriterijumska optimizacija i KOmpromisno Resenje (VIKOR) technique is a comprehensive method for handing the multi-dimensional evaluation problems. The projection is commonly used to measure the closeness between two decision objects in decision science. However, two research questions are found in this work: (1) There is no specific concrete regret matrix in current VIKOR technique; (2) The existing projection measures are not always reasonable in interval-valued intuitionistic fuzzy setting. Two research gaps are filled systematically in this paper: (1) A specific concrete regret matrix is provided in this extended VIKOR-based group decision-making method; (2) A new normalized projection measure is provided in order to measure the closeness between two decision matrices. The decision procedures are also provided in this paper. A practical application to the software quality assessment is introduced. Some experimental comparisons are provided in order to illustrate the feasibility and practicability of introduced method.

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