Dominance-based Rough Set Approach in Set-valued Ordered Information Systems

被引:0
作者
Chen Zichun [1 ,2 ]
Qin Keyun [1 ]
Du Weifeng [3 ]
Yang Jilin [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Math, Chengdu, Peoples R China
[2] Xihua Univ, Sch Math & Comp, Chengdu, Peoples R China
[3] Jiaxing Univ, Sch Math & Informat Engn, Jiaxing, Zhejiang, Peoples R China
来源
ISIP: 2009 INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING, PROCEEDINGS | 2009年
关键词
set-valued ordered information systems; dominance relation; rough sets; dominance rules; attribute reduction;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Set-valued information systems are generalized single-valued information systems. In this paper, by introducing a type of dominance relation to set-valued ordered information systems, we establish dominance-based rough set approach and propose a ranking approach for all objects based on the dominance classes. Furthermore, we discuss dominance rules, propose attribute reductions of consistent set-valued ordered decision tables, and obtain the approach to compute decision reductions.
引用
收藏
页码:67 / +
页数:2
相关论文
共 10 条
  • [1] Rough approximation by dominance relations
    Greco, S
    Matarazzo, B
    Slowinski, R
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2002, 17 (02) : 153 - 171
  • [2] Rough sets methodology for sorting problems in presence of multiple attributes and criteria
    Greco, S
    Matarazzo, B
    Slowinski, R
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 138 (02) : 247 - 259
  • [3] Rough sets theory for multicriteria decision analysis
    Greco, S
    Matarazzo, B
    Slowinski, R
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2001, 129 (01) : 1 - 47
  • [4] Set-valued information systems
    Guan, Yan-Yong
    Wang, Hong-Kai
    [J]. INFORMATION SCIENCES, 2006, 176 (17) : 2507 - 2525
  • [5] ROUGH SETS
    PAWLAK, Z
    [J]. INTERNATIONAL JOURNAL OF COMPUTER & INFORMATION SCIENCES, 1982, 11 (05): : 341 - 356
  • [6] Pawlak Z., 1991, Rough Sets: Theoretical Aspects of Reasoning About Data, V9, DOI [10.1007/978-94-011-3534-4, DOI 10.1007/978-94-011-3534-4]
  • [7] Interval ordered information systems
    Qian, Yuhua
    Liang, Jiye
    Dang, Chuangyin
    [J]. COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2008, 56 (08) : 1994 - 2009
  • [8] Dominance relation and rules in an incomplete ordered information system
    Shao, MW
    Zhang, WX
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2005, 20 (01) : 13 - 27
  • [9] Dominance-based rough set approach and knowledge reductions in incomplete ordered information system
    Yang, Xibei
    Yang, Jingyu
    Wu, Chen
    Yu, Dongjun
    [J]. INFORMATION SCIENCES, 2008, 178 (04) : 1219 - 1234
  • [10] Zhang WX., 2005, Uncertain decision making based on rough sets