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Some new operation rules and a new ranking method for interval-valued intuitionistic linguistic numbers
被引:13
|作者:
Wang, Pei
[1
]
Xu, Xuan-hua
[1
]
Wang, Jian-qiang
[1
]
Cai, Chen-guang
[1
,2
]
机构:
[1] Cent S Univ, Sch Business, Changsha 410083, Hunan, Peoples R China
[2] Cent S Univ, Sch Transportat & Logist, Changsha 410083, Hunan, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Interval-valued intuitionistic linguistic number;
operation rule;
possibility degree;
ranking method;
aggregation operator;
GROUP DECISION-MAKING;
FUZZY-SETS;
AGGREGATION OPERATORS;
PREFERENCE RELATIONS;
SIMILARITY MEASURES;
TERM SETS;
INFORMATION;
DISTANCES;
MODEL;
SCORE;
D O I:
10.3233/JIFS-16644
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
An interval-valued intuitionistic linguistic set (IVILS) is introduced as an extension of both a linguistic term set and an interval-valued intuitionistic fuzzy set. However, the arithmetic operations and comparison methods of IVILS exist some limitations, which may result in information loss and distortion. To avoid this problem, the arithmetic operations are improved and a new comparison method based on a possibility degree is developed. Then, several arithmetic aggregation operators are proposed to aggregate interval-valued intuitionistic linguistic numbers. Moreover, a multi-criteria group decision-making (MCDM) approach based on the new aggregation operators is presented. Finally, the validity and effectiveness of the proposed method are confirmed by a comparable example.
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页码:1069 / 1078
页数:10
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