Research on Prediction Method Based on Neural Network

被引：0

作者：

Cheng, Hongmei ^{[1
]}

Zhang, Zhenya ^{[2
]}

Zhang, Shuguang ^{[3
]}

Wu, Jiang ^{[2
]}

机构：

[1] Anhui Univ Architecture, Dept Engn Management, Hefei 230022, Peoples R China

[2] Anhui Univ Architecture, Shool Elect & Informat Engn, Hefei 230022, Peoples R China

[3] Univ Sci & Technol China, Dept Stat & Finance, Hefei 230026, Peoples R China

来源：

2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11 | 2008年

关键词：

Prediction; Neural network; Stereographic projection;

D O I：

10.1109/CCDC.2008.4597777

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

With transaction data in the stock market, prediction methods based on neural network for the highest price of one stock in every daily trading day and per minute price of one stock in a daily trading day are explored in this paper. BP neural network and RBF neural network are used in the implementation of predictors. To normalize input/out data with stereographic projection method in prediction method base on BP neural network, stereographic projection and its' characteristic are discussed in this paper too. Experimental results show that the fluctuating prices of a stock can be predicted well with neural network based prediction method and neural network based prediction method is suitable to solve prediction task in stock market.

引用

页码：2511 / 2515

页数：5

共 6 条

[1] ALIEV R, 2006, P ICONIP, P860
[2] GUO HF, 2006, P ICNSC 06
[3] Neural network based prediction of mechanical properties of particulate reinforced metal matrix composites using various training algorithms
Koker, Rasit
Altinkok, Necat
Demir, Adem
[J]. MATERIALS & DESIGN, 2007, 28 (02) : 616 - 627
[4] Prediction of daily maximum ozone concentrations from meteorological conditions using a two-stage neural network
Lu, Hsin-Chung
Hsieh, Jen-Chieh
Chang, Tseng-Shuo
[J]. ATMOSPHERIC RESEARCH, 2006, 81 (02) : 124 - 139
[5] WANG HW, 2003, J INFORM COMPUTATION, V3, P559
[6] Zhang GL, 2006, LECT NOTES COMPUT SC, V3991, P419

← 1 →