Independent hesitant fuzzy group decision making methods with application to person and post matching

被引:4
作者
He, Xiaorong [1 ]
Wu, Yingyu [1 ]
机构
[1] Southeast Univ, Sch Econ & Management, Nanjing 211189, Jiangsu, Peoples R China
关键词
Personnel selection; hesitant fuzzy set; multi-attribute GDM; aggregation operators; PRIORITIZED AGGREGATION OPERATORS; INFORMATION AGGREGATION; PREFERENCE RELATIONS; GEOMETRIC OPERATOR; CONFIDENCE LEVELS; BONFERRONI MEANS; ENVIRONMENT; SET; SELECTION; DISTANCE;
D O I
10.3233/JIFS-161159
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper aims to study an effective group decision making (GDM) method for dealing with the hesitant fuzzy context and apply it to solving person and post matching problem. We studied the hesitant fuzzy information aggregation problem in two folds, 1) consider confidence levels of the decision makers; 2) consider different priority levels of the decision makers or criteria. Firstly, we propose some Hamacher based aggregation operators considering different confidence levels and Hamacher based aggregation operator considering different prioritized levels. Then, special cases of these operators and numerical examples are analyzed. Finally, we propose a new GDM method using these operators and applied to person and post matching problem.
引用
收藏
页码:93 / 103
页数:11
相关论文
共 61 条
[1]  
[Anonymous], 1992, Fuzzy Multiple Attribute Decision Making: Methods and Applications
[2]   A new method selection approach for fuzzy group multicriteria decision making [J].
Chang, Yu-Hern ;
Yeh, Chung-Hsing ;
Chang, Yu-Wei .
APPLIED SOFT COMPUTING, 2013, 13 (04) :2179-2187
[3]   Correlation coefficients of hesitant fuzzy sets and their applications to clustering analysis [J].
Chen, Na ;
Xu, Zeshui ;
Xia, Meimei .
APPLIED MATHEMATICAL MODELLING, 2013, 37 (04) :2197-2211
[4]   Fuzzy group decision making for evaluating the rate of aggregative risk in software development [J].
Chen, SM .
FUZZY SETS AND SYSTEMS, 2001, 118 (01) :75-88
[5]   An interval-valued intuitionistic fuzzy LINMAP method with inclusion comparison possibilities and hybrid averaging operations for multiple criteria group decision making [J].
Chen, Ting-Yu .
KNOWLEDGE-BASED SYSTEMS, 2013, 45 :134-146
[6]   A signed-distance-based approach to importance assessment and multi-criteria group decision analysis based on interval type-2 fuzzy set [J].
Chen, Ting-Yu .
KNOWLEDGE AND INFORMATION SYSTEMS, 2013, 35 (01) :193-231
[7]   The selection of technology forecasting method using a multi-criteria interval-valued intuitionistic fuzzy group decision making approach [J].
Intepe, Gizem ;
Bozdag, Erhan ;
Koc, Tufan .
COMPUTERS & INDUSTRIAL ENGINEERING, 2013, 65 (02) :277-285
[8]   Closeness coefficient based nonlinear programming method for interval-valued intuitionistic fuzzy multiattribute decision making with incomplete preference information [J].
Li, Deng-Feng .
APPLIED SOFT COMPUTING, 2011, 11 (04) :3402-3418
[9]   A VIKOR-based method for hesitant fuzzy multi-criteria decision making [J].
Liao, Huchang ;
Xu, Zeshui .
FUZZY OPTIMIZATION AND DECISION MAKING, 2013, 12 (04) :373-392
[10]   Decider: A fuzzy multi-criteria group decision support system [J].
Ma, Jun ;
Lu, Jie ;
Zhang, Guangquan .
KNOWLEDGE-BASED SYSTEMS, 2010, 23 (01) :23-31