Incomplete Multigranulation Rough Sets in Incomplete Ordered Decision System

被引：0
|
作者：
Wang, Li-juan [1 ,2 ]
Yang, Xi-bei [1 ,2 ]
Yang, Jing-yu [1 ]
Wu, Chen [2 ]
机构：
[1] NUST, Sch Comp Sci & Technol, Nanjing 210094, Jiangsu, Peoples R China
[2] JUST, Dept Comp Sci & Engn, Zhenjiang 212003, Peoples R China
来源：
BIO-INSPIRED COMPUTING AND APPLICATIONS | 2012年 / 6840卷
基金：
中国博士后科学基金;
关键词：
Similarity dominance relation; incomplete ordered decision system; incomplete optimistic multigranulation rough set; incomplete pessimistic multigranulation rough set;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The tolerance relation based incomplete multigranulation rough set is not able to explore the incomplete ordered decision systems. To solve such problem, similarity dominance relation based rough set approach is introduced into multigranulation environment in this paper. Two different types of models: similarity dominance relation based optimistic incomplete multigranulation rough set model and pessimistic incomplete multigranulation rough set model are constructed respectively. The properties and the relationships of them are discussed. Eight types of decision rules in the two models are proposed. An illustrative example is employed.
引用
收藏
页码：323 / +
页数：2
相关论文
共 50 条
  • [1] Incomplete Variable Multigranulation Rough Sets Decision
    Zhang, Ming
    Xu, Weiyan
    Yang, Xibei
    Tang, Zhenmin
    [J]. APPLIED MATHEMATICS & INFORMATION SCIENCES, 2014, 8 (03): : 1159 - 1166
  • [2] On multigranulation rough sets in incomplete information system
    Yang, Xibei
    Song, Xiaoning
    Chen, Zehua
    Yang, Jingyu
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2012, 3 (03) : 223 - 232
  • [3] On multigranulation rough sets in incomplete information system
    Xibei Yang
    Xiaoning Song
    Zehua Chen
    Jingyu Yang
    [J]. International Journal of Machine Learning and Cybernetics, 2012, 3 : 223 - 232
  • [4] Multigranulation decision-theoretic rough sets in incomplete information systems
    Yang, Hai-Long
    Guo, Zhi-Lian
    [J]. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2015, 6 (06) : 1005 - 1018
  • [5] Multigranulation decision-theoretic rough sets in incomplete information systems
    Hai-Long Yang
    Zhi-Lian Guo
    [J]. International Journal of Machine Learning and Cybernetics, 2015, 6 : 1005 - 1018
  • [6] Incomplete Multigranulation Rough Set
    Qian, Yuhua
    Liang, Jiye
    Dang, Chuangyin
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2010, 40 (02): : 420 - 431
  • [7] Topological Properties of Incomplete Multigranulation Based on Rough Fuzzy Sets
    Tripathy, B. K.
    Nagaraju, M.
    [J]. GLOBAL TRENDS IN INFORMATION SYSTEMS AND SOFTWARE APPLICATIONS, PT 2, 2012, 270 : 92 - 102
  • [8] Tolerance-based multigranulation rough sets in incomplete systems
    Zhang, Zaiyue
    Yang, Xibei
    [J]. FRONTIERS OF COMPUTER SCIENCE, 2014, 8 (05) : 753 - 762
  • [9] Tolerance-based multigranulation rough sets in incomplete systems
    Zaiyue Zhang
    Xibei Yang
    [J]. Frontiers of Computer Science, 2014, 8 : 753 - 762
  • [10] Knowledge reduction of pessimistic multigranulation rough sets in incomplete information systems
    Zhang, Chengling
    Li, Jinjin
    Lin, Yidong
    [J]. SOFT COMPUTING, 2021, 25 (20) : 12825 - 12838
12345