Title :
Prediction of Investment on Inventory Clearance Based on Improved BP Neural Network
Author :
Lican, Huang ; Yuhong, Zhao ; Xin, Xu ; Fan, Fu
Author_Institution :
Coll. of Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
Abstract :
In recent years, BP neural network is widely used in the field of nonlinear prediction. This paper proposes a variable step size BP algorithm for forecast of investment on inventory clearance and the framework to improve prediction accuracy and reduce investment risks.
Keywords :
backpropagation; forecasting theory; inventory management; investment; neural nets; production engineering computing; BP neural network; inventory clearance; investment forecasting; investment prediction; investment risks; variable step size BP algorithm; Artificial neural networks; Convergence; Investments; Planning; Prediction algorithms; Predictive models; Training; BP neural network; Inventory Clearance; Investment Forecast;
Conference_Titel :
Networking and Distributed Computing (ICNDC), 2010 First International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-8382-2
DOI :
10.1109/ICNDC.2010.24
