Forecasting Model of Supply Chain Management Based on Neural Network

被引:0
|
作者
Liu, HongJing [1 ]
机构
[1] Qinhuangdao Inst Technol, Dept Econ, Qinhuangdao 066000, Peoples R China
关键词
Neural network; Supply chain management; Application;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Neural network technology has been successfully applied in many business areas. This paper systematic summarizes the applications of neural network technology in supply chain management, which include three areas: optimization, forecasting and decision support. Then, the BP neural network is used to forecast the demand of bicycle in a certain region, the forecasting result demonstrates that BP neural network has a better forecasting accuracy than that of traditional forecasting model.
引用
收藏
页码:177 / 181
页数:5
相关论文
共 50 条
  • [1] A Forecasting Model of Supply Chain Demand Based on Rough Sets Theory and BP Neural Network
    Cao Qingkui
    Ruan Junhu
    [J]. ICPOM2008: PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE OF PRODUCTION AND OPERATION MANAGEMENT, VOLUMES 1-3, 2008, : 234 - 240
  • [2] Research on the construction supply chain management based on neural network
    Hou, XP
    Wang, YW
    Zhang, Y
    Zhang, YJ
    [J]. PROCEEDINGS OF 2005 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2: CHALLENGE OF INNOVATION IN CONSTRUCTION AND REAL ESTATE, 2005, : 678 - 681
  • [3] Demand Forecasting Using Random Forest and Artificial Neural Network for Supply Chain Management
    Vairagade, Navneet
    Logofatu, Doina
    Leon, Florin
    Muharemi, Fitore
    [J]. COMPUTATIONAL COLLECTIVE INTELLIGENCE, PT I, 2019, 11683 : 328 - 339
  • [4] An Optimal Method for Supply Chain Logistics Management Based on Neural Network
    Abdallah, Abdallah
    Dauwed, Mohammed
    Aly, Ayman A.
    Felemban, Bassem F.
    Khan, Imran
    Choi, Bong Jun
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 73 (02): : 4311 - 4327
  • [5] Optimization of forecasting supply chain management sustainable collaboration using hybrid artificial neural network
    Lim, S
    Hahn, J
    [J]. ADVANCES IN NEURAL NETWORKS - ISNN 2005, PT 3, PROCEEDINGS, 2005, 3498 : 1052 - 1057
  • [6] Evaluation Model for Supply Chain Performance Based on BP Neural Network
    Jiang Dali
    Zhao Xinguang
    Peng Liangtao
    [J]. MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 2502 - 2507
  • [7] Intelligent Real Estate Supply Chain Management System Model Design Based on the Neural Network Method
    Wang Ying
    Song Ge
    [J]. PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2, 2009, : 745 - 747
  • [8] Forecasting safety stock of supply chain by adopting artificial neural network
    Lin, HX
    Weng, JW
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS 1 AND 2, 2004, : 1393 - 1397
  • [9] A new grey forecasting model based on BP neural network and Markov chain
    Cun-bin Li
    Ke-cheng Wang
    [J]. Journal of Central South University of Technology, 2007, 14 : 713 - 718
  • [10] A new grey forecasting model based on BP neural network and Markov chain
    李存斌
    王恪铖
    [J]. Journal of Central South University, 2007, (05) : 713 - 718