The Research on Combination Forecast Method of Order Quantity Based on Grey Neural Network

DOI

10.2991/emeit.2012.13How to use a DOI?

Keywords

combination forecasting, grey prediction, neural network, orders

Abstract

order quantity forecasting in modern enterprise management occupies an important position, order quantity is influenced by many uncertain factors. this paper put forward a prediction method to predict the order quantity based on the combination of grey forecast and artificial neural network, the combination forecasting method can make full use of each single forecasting model, can better improve the prediction accuracy. The method is based on grey prediction model, using the advantages simple algorithm less data and BP neural network to nonlinear system prediction performance advantages, the use of BP nonlinear mapping of neural network combination forecast.

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Yewang Zhou
PY  - 2012/09
DA  - 2012/09
TI  - The Research on Combination Forecast Method of Order Quantity Based on Grey Neural Network
BT  - Proceedings of the 2nd International Conference on Electronic & Mechanical Engineering and Information Technology (EMEIT 2012)
PB  - Atlantis Press
SP  - 62
EP  - 65
SN  - 1951-6851
UR  - https://doi.org/10.2991/emeit.2012.13
DO  - 10.2991/emeit.2012.13
ID  - Zhou2012/09
ER  -