A PARALLEL APPROACH FOR COMPUTING APPROXIMATIONS OF DOMINANCE-BASED ROUGH SETS APPROACH

被引:0
|
作者
Li, Shaoyong [1 ]
Li, Tianrui [1 ]
Chen, Hongmei [1 ]
机构
[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Sichuan, Peoples R China
来源
基金
美国国家科学基金会;
关键词
Rough sets; Parallel computing; Dominance relation; Multi-core;
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
Computation of approximation in Dominance-based Rough Sets Approach (DRSA) is a necessary step for multi-criteria decision analysis and other related works. This paper presents a parallel approach for computing approximations of DRSA. Its feasibility is validated by a numerical example in this paper.
引用
收藏
页码:580 / 585
页数:6
相关论文
共 50 条
  • [21] Fuzzy extensions of the dominance-based rough set approach
    Palangetic, Marko
    Cornelis, Chris
    Greco, Salvatore
    Slowinski, Roman
    INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2021, 129 : 1 - 19
  • [22] Dominance-based rough set approach for group decisions
    Chakhar, Salem
    Ishizaka, Alessio
    Labib, Ashraf
    Saad, Ines
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 251 (01) : 206 - 224
  • [23] Redefining preliminaries of dominance-based rough set approach
    Nosheen, Faryal
    Qamar, Usman
    Raza, Muhammad Summair
    SOFT COMPUTING, 2022, 26 (03) : 977 - 1002
  • [24] Redefining preliminaries of dominance-based rough set approach
    Faryal Nosheen
    Usman Qamar
    Muhammad Summair Raza
    Soft Computing, 2022, 26 : 977 - 1002
  • [25] On Two Dominance-based Multigranulation Rough Sets
    Zhai, Yongjian
    Zhang, Hong
    FIFTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2012): ALGORITHMS, PATTERN RECOGNITION AND BASIC TECHNOLOGIES, 2013, 8784
  • [26] Dynamic Maintenance of Approximations in Dominance-Based Rough Set Approach under the Variation of the Object Set
    Li, Shaoyong
    Li, Tianrui
    Liu, Dun
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2013, 28 (08) : 729 - 751
  • [27] The Models of Dominance-Based Multigranulation Rough Sets
    Yang, Xibei
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 657 - 664
  • [28] Fast calculation for approximations in Dominance-based Rough Set Approach using Dual Information Granule
    Zhao, Jie
    Wu, Daiyang
    Wu, JiaXin
    See-To, Eric W. K.
    Huang, Faliang
    APPLIED SOFT COMPUTING, 2023, 149
  • [29] A parallel rule-based approach to compute rough approximations of dominance based rough set theory
    Nosheen, Faryal
    Qamar, Usman
    Raza, Muhammad Summair
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 115
  • [30] An incremental approach for calculating dominance-based rough set dependency
    Ullah, Rana Muhammad Kaleem
    Qamar, Usman
    Raza, Muhammad Summair
    Erkoyuncu, John Ahmet
    SOFT COMPUTING, 2024, 28 (5) : 3757 - 3781