期刊
APPLIED SOFT COMPUTING
卷 56, 期 -, 页码 446-457出版社
ELSEVIER
DOI: 10.1016/j.asoc.2017.03.038
关键词
Pseudo fuzzy soft set; Fuzzy rough set; Z-soft fuzzy rough set; Decision making
资金
- NNSFC [11461025, 11561023]
In this paper, a kind of novel soft set model called a Z-soft fuzzy rough set is presented by means of three uncertain models: soft sets, rough sets and fuzzy sets, which is an important generalization of Z-soft rough fuzzy sets. As a novel Z-soft fuzzy rough set, its applications in the corresponding decision making problems are established. It is noteworthy that the underlying concepts keep the features of classical Pawlak rough sets. Moreover, this novel approach will involve fewer calculations when one applies this theory to algebraic structures. In particular, an approach for the method of decision making problem with respect to Z-soft fuzzy rough sets is proposed and the validity of the decision making methods is testified by a given example. At the same time, an overview of techniques based on some types of soft set models is investigated. Finally, the numerical experimentation algorithm is developed, in which the comparisons among three types of hybrid soft set models are analyzed. (C) 2017 Elsevier B.V. All rights reserved.
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