Multiple-attribute group decision making for interval-valued intuitionistic fuzzy sets based on expert reliability and the evidential reasoning rule

被引:15
作者
Ding, Haining [1 ,2 ,3 ]
Hu, Xiaojian [1 ,2 ]
Tang, Xiaoan [1 ,2 ,4 ]
机构
[1] Hefei Univ Technol, Sch Management, Box 270, Hefei 230009, Anhui, Peoples R China
[2] Minist Educ, Key Lab Proc Optimizat & Intelligent Decis Making, Hefei 230009, Anhui, Peoples R China
[3] North Minzu Univ, Sch Management, Yinchuan 750021, Ningxia, Peoples R China
[4] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6R 2V4, Canada
基金
中国国家自然科学基金;
关键词
Interval-valued intuitionistic fuzzy sets; Expert reliability; Evidential reasoning rule; Multiple-attribute group decision making; AGGREGATION OPERATORS; LOCATION SELECTION; RESIDENTIAL HOUSE; VIKOR METHOD; MULTIMOORA; MANAGEMENT; SYSTEM; MODEL;
D O I
10.1007/s00521-019-04016-z
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study proposes a novel fuzzy multiple-attribute group decision-making approach based on expert reliability and the evidential reasoning (ER) rule in an interval-valued intuitionistic fuzzy environment. First, to determine the reliabilities of experts, an objective method is developed by combining the similarity between the assessments provided before and after group discussion. Second, the proposed approach extends the ER rule to the case where belief degrees are intervals and employs it to combine experts' assessments. Hereinto, several optimization models are established to produce the aggregated assessments of the alternatives. Then, the overall priority degree of each alternative can be obtained according to the aggregated assessments and further utilized to yield a ranking of alternatives. Finally, a shopping center site selection problem is analyzed by the proposed approach to demonstrate its validity and applicability.
引用
收藏
页码:5213 / 5234
页数:22
相关论文
共 57 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]   OPERATORS OVER INTERVAL VALUED INTUITIONISTIC FUZZY-SETS [J].
ATANASSOV, KT .
FUZZY SETS AND SYSTEMS, 1994, 64 (02) :159-174
[4]   GARAGE LOCATION SELECTION FOR RESIDENTIAL HOUSE BY WASPAS-SVNS METHOD [J].
Bausys, Romualdas ;
Juodagalviene, Birute .
JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2017, 23 (03) :421-429
[5]  
Bausys R, 2015, ECON COMPUT ECON CYB, V49, P33
[6]   Group decision making with intuitionistic fuzzy preference relations [J].
Behret, Hulya .
KNOWLEDGE-BASED SYSTEMS, 2014, 70 :33-43
[7]   PROJECT MANAGEMENT BY MULTIMOORA AS AN INSTRUMENT FOR TRANSITION ECONOMIES [J].
Brauers, Willem Karel M. ;
Zavadskas, Edmundas Kazimieras .
TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2010, 16 (01) :5-24
[8]   Correlation Coefficient of Interval Neutrosophic Set [J].
Broumi, Said ;
Smarandache, Florentin .
ENGINEERING DECISIONS AND SCIENTIFIC RESEARCH IN AEROSPACE, ROBOTICS, BIOMECHANICS, MECHANICAL ENGINEERING AND MANUFACTURING, 2013, 436 :511-+
[9]   Multiple attribute group decision making based on interval-valued intuitionistic fuzzy aggregation operators and transformation techniques of interval-valued intuitionistic fuzzy values [J].
Chen, Shyi-Ming ;
Cheng, Shou-Hsiung ;
Tsai, Wei-Hsiang .
INFORMATION SCIENCES, 2016, 367 :418-442
[10]  
Cheng E. W. L., 2005, Construction Innovation, V5, P83, DOI 10.1191/1471417505ci090oa