Early Warning System of Reverse Logistics Outsourcing in Risk Based on BP Neural Networks

被引：0
|
作者：
Yu Wan [1 ]
Yan Bo [1 ]
Tan Qing [1 ]
机构：
[1] S China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, Peoples R China
来源：
PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS A-C | 2008年
关键词：
Reverse Logistics; BP Neural Networks; Outsourcing; Index System; Early Warning System;
D O I：
暂无
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
Evaluating and early warning the outsourcing risks of reverse logistics is an important mean to reduce enterprises' operation risk and raise service level. This paper sums up and sets up the index system with early warning system of reverse logistics outsourcing in risk at first, then analyzes and constructs the model of the early warning system based on BP neural network, at last analyzes the working flow and designs the frame construction of early warning system of logistics outsourcing in risk. This system can predict and evade the enterprise's risk and lose brought by uncertain factors of reverse logistics which is favorable to the accuracy of enterprise's decision.
引用
收藏
页码：314 / 318
页数：5
相关论文
共 50 条
  • [1] Study on the early-warning model of logistics outsourcing risk based on rough sets theory and BP neural network
    Jiang, Hua
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON RISK AND RELIABILITY MANAGEMENT, VOLS I AND II, 2008, : 386 - 391
  • [2] Risk assessment of logistics outsourcing based on BP neural network
    Liu Xiao-feng
    Tian Zi-you
    [J]. PIAGENG 2013: INTELLIGENT INFORMATION, CONTROL, AND COMMUNICATION TECHNOLOGY FOR AGRICULTURAL ENGINEERING, 2013, 8762
  • [3] Designing of Commercial Bank Loans Risk Early Warning System Based on BP Neural Networks
    杨保安
    季海
    [J]. Journal of Donghua University(English Edition), 2000, (04) : 110 - 113
  • [4] The Evaluation on the Agility of Reverse Logistics System based on BP Neural Network
    Yang Donghong
    Duan Wenyan
    Chang Qinghong
    [J]. ISBIM: 2008 INTERNATIONAL SEMINAR ON BUSINESS AND INFORMATION MANAGEMENT, VOL 2, 2009, : 229 - +
  • [5] Study of Enterprises Marketing Risk Early Warning System Based on BP Neural Network Model
    ZHOU Mei-hua
    [J]. International Journal of Mining Science and Technology, 2006, (03) : 371 - 375
  • [6] Knowledge-based Enterprise Logistics Risk Early Warning System
    Zhao Qing
    [J]. 2010 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (ICMSE), 2010, : 342 - 347
  • [7] Studying on Fiscal Risk Early-warning Based on BP Neural Network
    Shi Sheng-an
    Li Bing-shui
    Xia Long
    [J]. 2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 5, 2010, : 481 - 484
  • [8] Research on Enterprise Financial Risk Early Warning Based on BP Neural Network
    Teng, Yi
    Huang, Xiaoli
    Fang, Changhua
    [J]. INTERNATIONAL JOURNAL OF MULTIPHYSICS, 2024, 18 (03) : 581 - 592
  • [9] An Early-Warning Model For Supply Chain Risk Based On The Balanced Scoring Card And BP Neural Networks
    Wang Qinghua
    Xiong Xiaozhong
    Tian Wenhao
    He Liang
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2008, : 997 - 1000
  • [10] Risk Early Warning and Evaluation Method for Electric Power SDH Networks Based on BP Neural Network Algorithm
    Fan, Huicong
    Fu, Zhijiang
    Shao, Hua
    Wang, Xiaomei
    Wang, Xiaotong
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (IEEE CITS), 2017, : 215 - 219
12345