Judgment and Prediction Algorithm of Chaotic Time Series on Wavelet Neural Network

JIANG Yadong; WU Zhuqing; CHEN Yinqi; JIANG Yue

doi:10.13374/j.issn1001-053x.2002.03.059

Volume 24 Issue 3

Aug. 2021

Turn off MathJax

Article Contents

Article Navigation > Chinese Journal of Engineering > 2002 > 24(3): 295-298

JIANG Yadong, WU Zhuqing, CHEN Yinqi, JIANG Yue. Judgment and Prediction Algorithm of Chaotic Time Series on Wavelet Neural Network[J]. Chinese Journal of Engineering, 2002, 24(3): 295-298. doi: 10.13374/j.issn1001-053x.2002.03.059

Citation:

JIANG Yadong, WU Zhuqing, CHEN Yinqi, JIANG Yue. Judgment and Prediction Algorithm of Chaotic Time Series on Wavelet Neural Network[J]. Chinese Journal of Engineering, 2002, 24(3): 295-298. doi: 10.13374/j.issn1001-053x.2002.03.059

Citation:

PDF( 451 KB)

Judgment and Prediction Algorithm of Chaotic Time Series on Wavelet Neural Network

doi: 10.13374/j.issn1001-053x.2002.03.059

1. Information Engineering School, UST Beijing, Beijing 100083, China;
2. Management Cadre School, Chinese Academy of Science, Beijing 101416, China;
3. Jiangxi TV Station, Nanchane 333001

Received Date: 2001-12-30
Available Online: 2021-08-21

Abstract

Abstract

The deferent features are analyzed based on chaotic time series and stochastic series. A jud-gment algorithm has been put forward to distinguish the features of both chaotic time series and stochasitic series. A wavelet neural network is structured combining wavelet function and neural network. Finally an in-tegrated algorithm ofjudgment and prediction of chaotic time series has been published.
- wavelet neural network,
- chaotic time series,
- prediction