Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges

doi:10.1109/JAS.2022.106061

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	Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges
	Jianming Zhan; Jiajia Wang; Weiping Ding; Yiyu Yao
刊名	IEEE/CAA Journal of Automatica Sinica
	2023
卷号	10 期号:2 页码:330-350
关键词	Hesitant fuzzy information system (HFIS) prospect theory regret theory three-way decision (T-WD)
ISSN号	2329-9266
DOI	10.1109/JAS.2022.106061
英文摘要	Three-way decision (T-WD) theory is about thinking, problem solving, and computing in threes. Behavioral decision making (BDM) focuses on effective, cognitive, and social processes employed by humans for choosing the optimal object, of which prospect theory and regret theory are two widely used tools. The hesitant fuzzy set (HFS) captures a series of uncertainties when it is difficult to specify precise fuzzy membership grades. Guided by the principles of three-way decisions as thinking in threes and integrating these three topics together, this paper reviews and examines advances in three-way behavioral decision making (TW-BDM) with hesitant fuzzy information systems (HFIS) from the perspective of the past, present, and future. First, we provide a brief historical account of the three topics and present basic formulations. Second, we summarize the latest development trends and examine a number of basic issues, such as one-sidedness of reference points and subjective randomness for result values, and then report the results of a comparative analysis of existing methods. Finally, we point out key challenges and future research directions.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/50849]
专题	自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Jianming Zhan,Jiajia Wang,Weiping Ding,et al. Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges[J]. IEEE/CAA Journal of Automatica Sinica,2023,10(2):330-350.
APA	Jianming Zhan,Jiajia Wang,Weiping Ding,&Yiyu Yao.(2023).Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges.IEEE/CAA Journal of Automatica Sinica,10(2),330-350.
MLA	Jianming Zhan,et al."Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges".IEEE/CAA Journal of Automatica Sinica 10.2(2023):330-350.