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

来源：

PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING | 2015年 / 124卷

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

页码：177 / 181

页数：5

共 50 条

[41] Logistics demand forecasting model based on improved neural network algorithm
Ma, Hongjiang
Luo, Xu
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (04) : 6385 - 6395
[42] A Hybrid Forecasting Framework with Neural Network and Time-Series Method for Intermittent Demand in Semiconductor Supply Chain
Fu, Wenhan
Chien, Chen-Fu
Lin, Zih-Hao
ADVANCES IN PRODUCTION MANAGEMENT SYSTEMS: SMART MANUFACTURING FOR INDUSTRY 4.0, APMS 2018, 2018, 536 : 65 - 72
[43] A supply chain network economic model with time-based competition
Ma, Jun
Zhang, Ding
Dong, June
Tu , Yiliu
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2020, 280 (03) : 889 - 908
[44] Design and algorithm of supply chain network model based on uncertain environment
Zheng, Yulan, 1600, Transport and Telecommunication Institute, Lomonosova street 1, Riga, LV-1019, Latvia (18):
[45] Enterprise hierarchical management based on neural network model
Wang P.
Bu H.
Optik, 2023, 272
[46] The genetic algorithm and BP neural network in financial supply chain management under information sharing
Li, Chenxi
Li, Zhaohui
Wu, Meng
EXPERT SYSTEMS, 2024, 41 (05)
[47] Innovation of Marketing Supply Chain Management Model Based on SICAS Modeling
Mao R.
Liu Y.
Yang Y.
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
[48] Supply Chain Risk Management Decision Model Based on Genetic Algorithm
Zhao, Lingjiang
Li, Chen
PROCEEDINGS OF 2013 6TH INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT, INNOVATION MANAGEMENT AND INDUSTRIAL ENGINEERING (ICIII 2013) VOL 1, 2013, : 309 - 313
[49] Shipping Project Collaboration Performance Model Based on Supply Chain Management
He, Xinhua
PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 4, 2009, : 86 - 90
[50] AN AGENT-BASED COLLABORATIVE MODEL FOR SUPPLY CHAIN MANAGEMENT SIMULATION
Vieira, C. M.
Barbosa-Povoa, A. P.
Martinho, C.
PROCEEDINGS 26TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2012, 2012, : 318 - +

← 1 2 3 4 5 →