Fusing Multi-Granular Unbalanced Hesitant Fuzzy Linguistic Information in Group Decision Making
被引:0
|
作者:
Yu, Wen-Yu
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机构:
Dalian Univ Technol, Inst Informat Management & Informat Syst, Dalian, Peoples R ChinaDalian Univ Technol, Inst Informat Management & Informat Syst, Dalian, Peoples R China
Yu, Wen-Yu
[1
]
Zhong, Qiu-Yan
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机构:
Dalian Univ Technol, Inst Informat Management & Informat Syst, Dalian, Peoples R ChinaDalian Univ Technol, Inst Informat Management & Informat Syst, Dalian, Peoples R China
Zhong, Qiu-Yan
[1
]
Zhang, Zhen
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机构:
Dalian Univ Technol, Inst Syst Engn, Dalian, Peoples R ChinaDalian Univ Technol, Inst Informat Management & Informat Syst, Dalian, Peoples R China
Zhang, Zhen
[2
]
机构:
[1] Dalian Univ Technol, Inst Informat Management & Informat Syst, Dalian, Peoples R China
[2] Dalian Univ Technol, Inst Syst Engn, Dalian, Peoples R China
来源:
2016 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)
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2016年
基金:
中国国家自然科学基金;
中国博士后科学基金;
关键词:
TERM SETS;
AGGREGATION OPERATORS;
REPRESENTATION MODEL;
METHODOLOGY;
DISTANCE;
D O I:
暂无
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
The hesitant fuzzy linguistic term set (HFLTS) is a useful tool for a decision maker to elicit hesitant fuzzy linguistic information in decision making problems. In this paper, it is proposed the concept of unbalanced HFLTS based on the unbalanced linguistic term set. To fuse unbalanced HFLTSs in decision making, the unbalanced hesitant fuzzy linguistic weighted averaging operator and the unbalanced hesitant fuzzy linguistic ordered weighted averaging operator are developed, which follow the paradigm of computing with words and aggregate a collection of unbalanced HFLTSs into an unbalanced linguistic distribution assessment to provide interpretable results for decision makers. The proposed aggregation operators are further extended to fuse multi-granular unbalanced HFLTSs and applied to deal with multi-attribute group decision making problems. Eventually, an example for investment alternative selection is provided to demonstrate the proposed aggregation operators and the decision making approach.
机构:
Nanjing Audit Univ, Sch Int Audit, Nanjing 211815, Jiangsu, Peoples R China
Cent South Univ, Sch Business, Changsha 410083, Hunan, Peoples R ChinaNanjing Audit Univ, Sch Int Audit, Nanjing 211815, Jiangsu, Peoples R China
Meng, Fanyong
Zhou, Dao
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机构:
Cent South Univ, Sch Business, Changsha 410083, Hunan, Peoples R ChinaNanjing Audit Univ, Sch Int Audit, Nanjing 211815, Jiangsu, Peoples R China
Zhou, Dao
Chen, Xiaohong
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机构:Nanjing Audit Univ, Sch Int Audit, Nanjing 211815, Jiangsu, Peoples R China