On performance measurement of firm based on rough set, GA and SVM

被引:0
|
作者
Xiao, Deyun [1 ]
Dai, Yong [1 ]
Hu, Shuhua [1 ]
机构
[1] Wuhan Univ Technol, Sch Econ, Wuhan 430070, Peoples R China
关键词
performance measurement; genetic algorithm; rough set; SVM;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
The paper addresses the history and trend of performance measurement and built general measures of performance measurement of firm. A performance mathematical model of measures filtration has been devised with reduction of rough set optimizing with genetic algorithm. SVM is used to realize performance measurement of firm. Empirical research has been done on firms of appliance industry. Performance measures filtration is done with reduction of rough set based on genetic algorithm. Compared with performance measurement with measures before filtration, SVM can identify performance measurement of appliance industry well after filtration of measures.
引用
收藏
页码:2387 / 2392
页数:6
相关论文
共 50 条
  • [21] SVM Ensemble Intrusion Detection Model Based on Rough Set Feature Reduct
    Zhang Hongmei
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5604 - 5608
  • [22] A classification model based on svm and fuzzy rough set for network intrusion detection
    Shen Kejia
    Parvin, Hamid
    Qasem, Sultan Noman
    Bui Anh Tuan
    Pho, Kim-Hung
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 39 (05) : 6801 - 6817
  • [23] Accuracy assessment of rough set based SVM technique for spatial image classification
    Vasundhara, D. N.
    Seetha, M.
    INTERNATIONAL JOURNAL OF KNOWLEDGE AND LEARNING, 2018, 12 (03) : 269 - 285
  • [24] A Rough Set-based SVM Classifier for ATR on the Basis of Invariant Moment
    Huang, Lei
    Ma, Ying-jun
    Guo, Lei
    2009 WRI INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND MOBILE COMPUTING: CMC 2009, VOL 3, 2009, : 620 - +
  • [25] Rough Power Set Based on Rough Set
    Shen, Yonghong
    Wang, Sanfu
    Gao, Zhongshe
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 8, 2009, : 21 - 27
  • [26] Soft Measurement of Puerarin Extraction Based on GA-SVM
    Lv, Bote
    Chen, Juan
    Dong, Cuiying
    Wang, Qi
    2017 CHINESE AUTOMATION CONGRESS (CAC), 2017, : 5005 - 5009
  • [27] A new rough set measurement
    Fan, SD
    Ma, AM
    ICCC2004: Proceedings of the 16th International Conference on Computer Communication Vol 1and 2, 2004, : 1630 - 1636
  • [28] Application of GA based rough set theory in forecast of gas outbursts
    Zhang Xiaoming
    Sun Bingyu
    Wang Rujing
    Tan Jingdong
    PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN, VOL 1, 2008, : 103 - 107
  • [29] Research of Credit Risk Measurement Based On Compatibility Rough Set and Fuzzy Set
    Li Xiao-qing
    2011 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING - 18TH ANNUAL CONFERENCE PROCEEDINGS, VOLS I AND II, 2011, : 153 - 158
  • [30] Defaults assessment of mortgage loan with rough set and SVM
    Wang, Bo
    Liu, Yongkui
    Hao, Yanyou
    Liu, Shuang
    CIS: 2007 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PROCEEDINGS, 2007, : 981 - +