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An intuitionstic fuzzy factorial analysis model for multi-attribute decision-making under random environment

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成果类型:
期刊论文
作者:
Chen, Xiaohong;Li, Hui;Tan, Chunqiao*
通讯作者:
Tan, Chunqiao
作者机构:
[Chen, Xiaohong; Li, Hui; Tan, Chunqiao] Cent S Univ, Sch Business, Changsha, Hunan, Peoples R China.
[Chen, Xiaohong] Hunan Univ Commerce, Key Lab Hunan Prov Mobile Intelligence, Changsha, Hunan, Peoples R China.
[Tan, Chunqiao] Nanjing Audit Univ, Sch Govt Audit, Nanjing, Jiangsu, Peoples R China.
通讯机构:
[Tan, Chunqiao] Cent S Univ, Sch Business, Changsha, Hunan, Peoples R China.
[Tan, Chunqiao] Nanjing Audit Univ, Sch Govt Audit, Nanjing, Jiangsu, Peoples R China.
语种:
英文
关键词:
Multi-attribute decision-making;intuitionistic fuzzy factorial analysis;random intuitionistic fuzzy variable;random environment
期刊:
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
ISSN:
0160-5682
年:
2019
卷:
70
期:
1
页码:
81-100
文献类别:
WOS:Article
所属学科:
WOS学科类别:Management;Operations Research & Management Science
入藏号:
基金类别:
State Key Programme of NSFC [71431006]; major project for National NSFC [7179615]; National Natural Science Foundation of China [71671188, 71271217]; Natural Science Foundation of Hunan Province, China [2016JJ1024]
机构署名:
本校为其他机构
摘要:
In real multi-attribute decision-making problems, attributes are usually correlated and performances of alternatives are affected by random environmental factors. This paper proposes an intuitionistic fuzzy factorial analysis model for multi-attribute decision-making, where correlative phenomenon among attributes and random decision-making environment is considered. First, the measure of correlation coefficient for random intuitionistic fuzzy variables is introduced. Based on this measure, an intuitionistic fuzzy factorial analysis model is proposed under random environment. Then, the procedure and algorithm of random multi-attribute decision-making based on intuitionistic fuzzy factorial analysis model is given. Finally, two examples are discussed, and detailed comparisons are given to demonstrate the feasibility and validity of the proposed technique.
参考文献:
Ahn BS, 2015, EUR J OPER RES, V240, P748, DOI 10.1016/j.ejor.2014.07.037
Atanassov K. T., 1989, FUZZY SETS SYSTEMS, V51, P117
Atanassov KT, 2012, STUD FUZZ SOFT COMP, V283, P1, DOI 10.1007/978-3-642-29127-2
ATANASSOV KT, 1986, FUZZY SET SYST, V20, P87, DOI 10.1016/S0165-0114(86)80034-3
Beliakov G, 2010, FUZZY SET SYST, V161, P2227, DOI 10.1016/j.fss.2010.04.004

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