Paper Info
Title
Three-way decisions based multi-attribute decision making with probabilistic dominance relations
Abstract
Multi-attribute decision making (MADM) refers to a decision problem of choosing the best alternative or carrying out the ranking of alternatives under multiple attributes, and it is a key component of modern decision sciences. Three-way decisions (3WD) can effectively address MADM problems by reducing decision risks compared with traditional two-way decisions (2WD), and a decision model based on probabilistic dominance relations is presented in this paper. Particularly, we put forward a kind of 3WD-based MADM (3WD-MADM) with probabilistic dominance relations, where the two state sets are developed by virtue of probabilistic dominance classes. Afterwards, the independent innovation ability of high-tech enterprises is evaluated by using the proposed new method. At last, the newly proposed 3WD-MADM model in this paper is verified from different perspectives by comparative and experimental analyses.
Year
DOI
Venue
2021
10.1016/j.ins.2021.01.028
Information Sciences
Keywords
DocType
Volume
Three-way decision,Probabilistic dominance relation,Decision-theoretic rough set,Multi-attribute decision making,Information system
Journal
559
ISSN
Citations 
PageRank 
0020-0255
3
0.36
References 
Authors
0
3
Name
Order
Citations
PageRank
Wenjie Wang141.05
Jianming Zhan216117.50
Chao Zhang3939103.66