A method for multi-attribute decision making applying soft rough sets

被引：13
作者：
Zhang, Gangqiang [1 ]
Li, Zhaowen [2 ]
Qin, Bin [3 ]
机构：
[1] Guangxi Univ Nationalities, Coll Informat Sci & Engn, Nanning 530006, Guangxi, Peoples R China
[2] Guangxi Univ Nationalities, Coll Sci, Nanning 530006, Guangxi, Peoples R China
[3] Guangxi Univ Finance & Econ, Coll Informat & Stat, Nanning, Guangxi, Peoples R China
来源：
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2016年 / 30卷 / 03期
关键词：
Soft rough set; partition soft set; soft decision system; soft relative reduct; decision making; decision rule; BCK/BCI-ALGEBRAS; FUZZY-SETS; HEMIRINGS; ALGORITHM;
D O I：
10.3233/IFS-151892
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper investigates a method for multi-attribute decision making applying soft rough sets. Firstly, some new concepts such as soft decision systems, soft relative positive regions, soft relative parameter reduct of soft decision systems, dependent degree of decision partition soft sets and conditional significance relative to decision partition soft sets are proposed based on soft rough sets. Secondly, the multi-attribute decision rule applying soft rough sets is given. Thirdly, an algorithm of multi-attribute decision making applying soft rough sets is presented. Finally, an application for the component retrieval problem is given to show the validity of this method.
引用
收藏
页码：1803 / 1815
页数：13
相关论文
共 31 条
[1]   Soft sets and soft groups [J].
Aktas, Haci ;
Cagman, Naim .
INFORMATION SCIENCES, 2007, 177 (13) :2726-2735
[2]  
Biswas R, 2001, J Fuzzy Math, V9, P677
[3]   Soft sets and soft rough sets [J].
Feng, Feng ;
Liu, Xiaoyan ;
Leoreanu-Fotea, Violeta ;
Jun, Young Bae .
INFORMATION SCIENCES, 2011, 181 (06) :1125-1137
[4]   Application of level soft sets in decision making based on interval-valued fuzzy soft sets [J].
Feng, Feng ;
Li, Yongming ;
Leoreanu-Fotea, Violeta .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 60 (06) :1756-1767
[5]   Soft sets combined with fuzzy sets and rough sets: a tentative approach [J].
Feng, Feng ;
Li, Changxing ;
Davvaz, B. ;
Ali, M. Irfan .
SOFT COMPUTING, 2010, 14 (09) :899-911
[6]   An adjustable approach to fuzzy soft set based decision making [J].
Feng, Feng ;
Jun, Young Bae ;
Liu, Xiaoyan ;
Li, Lifeng .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2010, 234 (01) :10-20
[7]   The bijective soft set with its operations [J].
Gong, Ke ;
Xiao, Zhi ;
Zhang, Xia .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 60 (08) :2270-2278
[8]   An adjustable approach to intuitionistic fuzzy soft sets based decision making [J].
Jiang, Yuncheng ;
Tang, Yong ;
Chen, Qimai .
APPLIED MATHEMATICAL MODELLING, 2011, 35 (02) :824-836
[9]   Extending soft sets with description logics [J].
Jiang, Yuncheng ;
Tang, Yong ;
Chen, Qimai ;
Wang, Ju ;
Tang, Suqin .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2010, 59 (06) :2087-2096
[10]   Soft BCK/BCI-algebras [J].
Jun, Young Bae .
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 56 (05) :1408-1413
1234