期刊论文、会议论文

Chen, ZZ

英文

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

2008

7355-7361

7th World Congress on Intelligent Control and Automation

JUN 25-27, 2008

Chongqing, PEOPLES R CHINA

(1) Mathematics and Statistics School of Central China, Normal University, Wuhan 430079, China; (2) Wuhan R and D Center, China Construction Bank, Wuhan 430014, China; (3) University of Science and Technology Beijing, Beijing 100083, China

Chongqing Univ, Chongqing Inst Technol, Chongqing Univ Sci & Technol, Xihua Univ, SW Univ Sci & Technol, IEEE Robot & Automat Soc, IEEE Control Syst Soc, Beijing Chapter, Chinese Assoc Automat, Chinese Assoc Artificial Intelligence, Natl Nat Sci Fdn, Chongqing Municipal Sci & Technol Comm, Chongqing Municipal Assoc Sci & Technol, KC Wong Educ Fdn;

345 E 47TH ST, NEW YORK, NY 10017 USA

IEEE

978-1-4244-2113-8

10.1109/WCICA.2008.4594064

本校为第一且通讯机构

A speedy parameter optimization algorithm of SVM model is proposed. The algorithm selects a subset from the original training set, and optimizes respectively to ensure the bound of the parameters , then searches the optimum in the smaller range. Experiment shows that optimization of SVM parameters is more speedy and the accuracy is guarantee...