An intuitionistic fuzzy projection-based approach and application to software quality evaluation

被引:21
作者
Yue, Chuan [1 ]
机构
[1] Guangdong Ocean Univ, Coll Math & Comp Sci, Zhanjiang 524088, Guangdong, Peoples R China
关键词
Normalized projection measure; Group decision-making; Intuitionistic fuzzy vector; Interval-valued intuitionistic fuzzy vector; Software quality evaluation; GROUP DECISION-MAKING; RISK-EVALUATION; CRISP VALUES; INFORMATION; PERFORMANCE; MODEL; METHODOLOGY; WEIGHTS; MAKERS; TOPSIS;
D O I
10.1007/s00500-019-03923-6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Projection is a very important measure in decision science. However, this research finds that the existing projection measures are not always reasonable in intuitionistic fuzzy settings. To solve this problem, this work provides a new normalized projection measure. And this work establishes a new group decision-making model based on new normalized projection measure and TOPSIS (technique for order preference by similarity to ideal solution) technique. This paper also introduces a practical application to the software quality evaluation. An experimental analysis shows the practicability, feasibility and validity of method introduced in this paper. In a word, this article contributes to knowledge domain a new decision-making technique and tool.
引用
收藏
页码:429 / 443
页数:15
相关论文
共 59 条
[1]   INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, K ;
GARGOV, G .
FUZZY SETS AND SYSTEMS, 1989, 31 (03) :343-349
[2]   INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1986, 20 (01) :87-96
[3]  
Aydin AO, 2012, LECT NOTES COMPUT SC, V7336, P186, DOI 10.1007/978-3-642-31128-4_14
[4]   Measuring the usability of software components [J].
Bertoa, MF ;
Troya, JM ;
Vallecillo, A .
JOURNAL OF SYSTEMS AND SOFTWARE, 2006, 79 (03) :427-439
[5]   Remoteness index-based Pythagorean fuzzy VIKOR methods with a generalized distance measure for multiple criteria decision analysis [J].
Chen, Ting-Yu .
INFORMATION FUSION, 2018, 41 :129-150
[6]   An Interval-Valued Pythagorean Fuzzy Outranking Method with a Closeness-Based Assignment Model for Multiple Criteria Decision Making [J].
Chen, Ting-Yu .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2018, 33 (01) :126-168
[7]   A likelihood-based assignment method for multiple criteria decision analysis with interval type-2 fuzzy information [J].
Chen, Ting-Yu .
NEURAL COMPUTING & APPLICATIONS, 2017, 28 (12) :4023-4045
[8]  
Dey PP, 2016, Neutrosophic Sets and Syst, V11, P98
[9]   GRAP: Grey risk assessment based on projection in ad hoc networks [J].
Fu Cai ;
Gao Xiang ;
Liu Ming ;
Liu Xiaoyang ;
Han Lansheng ;
Chen Jing .
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2011, 71 (09) :1249-1260
[10]   A projection-based TODIM method under multi-valued neutrosophic environments and its application in personnel selection [J].
Ji, Pu ;
Zhang, Hong-yu ;
Wang, Jian-qiang .
NEURAL COMPUTING & APPLICATIONS, 2018, 29 (01) :221-234