ATTRIBUTE REDUCTION ALGORITHM BASED ON COGNITIVE MODEL OF GRANULAR COMPUTING IN INCONSISTENT DECISION INFORMATION SYSTEMS

被引：1
|
作者：
Tang, Xiao [1 ]
Shu, Lan [1 ]
机构：
[1] Univ Elect Sci & Technol China, Sch Math Sci, Chengdu 611731, Sichuan, Peoples R China
来源：
TEHNICKI VJESNIK-TECHNICAL GAZETTE | 2014年 / 21卷 / 01期
关键词：
attribute reduction; cognitive model; granular computing; inconsistent decision table; ROUGH SET-THEORY; KNOWLEDGE REDUCTION;
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This article aims to explore a new method of attribute reduction in inconsistent decision information systems. By analyzing the connection of attribute reduction theory and cognitive science, an attribute reduction algorithm based on cognitive model of granular computing is proposed in this paper. Algorithm analysis and numerical experiment show the validity of the proposed attribute reductions algorithm. The method can be applied to both consistent and inconsistent information systems. The proposed model also provides a new model and thinking to study the connection of human's cognition and notion. It is useful to the development of cognitive model.
引用
收藏
页码：49 / 54
页数：6
相关论文
共 50 条
  • [21] Attribute reduction of covering decision systems by hypergraph model
    Chen, Jinkun
    Lin, Yaojin
    Lin, Guoping
    Li, Jinjin
    Zhang, Yanlan
    KNOWLEDGE-BASED SYSTEMS, 2017, 118 : 93 - 104
  • [22] The attribute reduction algorithm based on parallel computing
    Liang, Baohua
    Zheng, Shangzhi
    Wang, Lin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (03) : 1867 - 1875
  • [23] A Decision Generation Algorithm based on Granular Computing
    Tsai, Min-Yi
    Chiang, Ping-Fang
    Chen, Shao-Jui
    Wang, Wei-Jen
    2012 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING (GRC 2012), 2012, : 475 - 480
  • [24] Attribute reduction in inconsistent formal decision contexts based on congruence relations
    Jun-Yu Li
    Xia Wang
    Wei-Zhi Wu
    You-Hong Xu
    International Journal of Machine Learning and Cybernetics, 2017, 8 : 81 - 94
  • [25] Theory and implementation of an attribute granular computing model
    Huang, Xiaoxia
    Cheng, Lun
    PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2007, 6 : 519 - 523
  • [26] Lower Approximation Reduction Based on Discernibility Information Tree in Inconsistent Ordered Decision Information Systems
    Zhang, Jia
    Zhang, Xiaoyan
    Xu, Weihua
    SYMMETRY-BASEL, 2018, 10 (12):
  • [27] Granular computing and attribute reduction based on a new discernibility function
    Lin Y.
    Shuo Y.
    International Journal of Simulation: Systems, Science and Technology, 2016, 17 (33): : 24.1 - 24.10
  • [28] Attribute Reduction of Hybrid Decision Information Systems Based on Fuzzy Conditional Information Entropy
    Ma, Xiaoqin
    Wang, Jun
    Yu, Wenchang
    Zhang, Qinli
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 79 (02): : 2063 - 2083
  • [29] Attribute reduction based on inconsistent neighborhood matrix under information view
    Xu X.-Y.
    Liu H.-T.
    Xie J.
    Xie G.
    Xu, Xin-Ying (xuxinying@tyut.edu.cn), 1600, Northeast University (31): : 130 - 136
  • [30] A New Approach to Attribute Reduction of Decision Information Systems
    Li, Fachao
    Yang, Jinning
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES FOR RAIL TRANSPORTATION: TRANSPORTATION, 2016, 378 : 557 - 564
12345