Prediction of Stream Based on Discrete Differential Evolution Algorithm and On-line Least Squares Support Vector Machine

被引：0

作者：

Jiang Lin ^{[1
]}

Yin Zhengwen ^{[1
]}

Mao Ying ^{[1
]}

Xiang Fenhong ^{[2
]}

Zhang Yunsheng ^{[2
]}

机构：

[1] Kunming Univ Sci & Technol, Fac Sci, Kunming 650000, Yunnan, Peoples R China

[2] Kunming Univ Sci & Technol, Fac Informat Engn & Automat, Kunming 650000, Yunnan, Peoples R China

来源：

PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE | 2012年

关键词：

Support vector machine; Differential evolution algorithm; Forecast;

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：

According to the online least square support vector machine (SVM) parameters optimization and the nonlinear of steam prediction, this paper puts forward a kind of optimization prediction algorithm based on differential evolution algorithm combined with the online least square support vector machine. By Using this algorithm to predict steam production, the result shows that it can provide the decision-making basis for steam production and real-time operation.

引用

页码：4137 / 4141

页数：5