Study on an assessment model of logistics outsourcing risk based on rough set theory

被引:0
|
作者
Jiang, Hua [1 ]
Yang, Jing [1 ]
机构
[1] Hebei Univ Engn, Sch Econ & Management, Coll Kexin2, Tianjin 056038, Peoples R China
关键词
logistics outsourcing; risk assessment; rough set theory; reduction; importance;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
In the process of business logistics outsourcing, there are a lot of uncertain factors which may cause all kinds of potential risks and impact the realization of corporate decision-making goals. According to the uncertain factors, the paper proposed an assessment model of logistics outsourcing risk based on rough set theory. The model used Johnson Reducer algorithm to reduce the initial decision table and, through calculating the importance of the attributes in the reduced decision table, identified the weight coefficients of various risk indicators, effectively overcoming the subjectivity of weight coefficient determination in the current assessment models. In the same time, the paper assessed the logistics outsourcing risk of six enterprises in Handan and the results were in line with the actual results, which verified the validity of the proposed assessment model.
引用
收藏
页码:431 / 436
页数:6
相关论文
共 50 条
  • [31] Research on Classification of Logistics Equipment Based on Rough Set
    Lee, R. G.
    Zhu, P.
    Zhu, Y. M.
    Lee, Y. X.
    2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2019, : 1427 - 1430
  • [32] XML Data Mining Model based on Rough Set Theory
    Li Weiping
    Yang Jie
    Wang Gang
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 3446 - +
  • [33] A new model of fault diagnosis based on the rough set theory
    Xia Zhanguo
    Wang Zhixiao
    Wang Ke
    ADVANCING SCIENCE THROUGH COMPUTATION, 2008, : 366 - 369
  • [34] Fuzzy comprehensive evaluation model based on rough set theory
    Xu, Yitian
    Wang, Laisheng
    PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, VOLS 1 AND 2, 2006, : 877 - 880
  • [35] Study on debris recognition based on rough set theory and evidence theory
    Zhong, Xinhui
    Fei, Yiwei
    Li, Huaqiang
    Jiang, Xufeng
    Run Hua Yu Mi Feng/Lubrication Engineering, 2005, (05): : 143 - 144
  • [36] Index Reduction for Information systems security risk assessment Based on Rough Set Theory and Hierarchic Analysis
    Fu, Yu
    Wu, Xiaoping
    Zhu, Tingting
    2009 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL 3, PROCEEDINGS, 2009, : 370 - 374
  • [37] An approach to risk Assessment for Outsourcing Logistics: Case of Pharmaceutical Industry
    El Mokrini, A.
    Dafaoui, E.
    Berrado, A.
    El Mhamedi, A.
    IFAC PAPERSONLINE, 2016, 49 (12): : 1239 - 1244
  • [38] Corporate sustainability assessment based on rough-grey set theory
    Karimi, Tooraj
    Hojati, Arvin
    JOURNAL OF MODELLING IN MANAGEMENT, 2022, 17 (02) : 440 - 455
  • [39] An Assessment Method of Electronic Packaging Reliability Based on Rough Set Theory
    Cui, Ronghong
    He, Yuting
    Shu, Wenjun
    Ding, Hua
    Bo, Hou
    2012 13TH INTERNATIONAL CONFERENCE ON ELECTRONIC PACKAGING TECHNOLOGY & HIGH DENSITY PACKAGING (ICEPT-HDP 2012), 2012, : 1231 - 1234
  • [40] Empirical Analysis and Warning Model of Logistics Package Damage Based on Rough Set & ANN
    Wu, Dengfeng
    Zhang, Ying
    ICOSCM 2009 - PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON OPERATIONS AND SUPPLY CHAIN MANAGEMENT, 2009, 3 : 586 - 591