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

2008 7th World Congress on Intelligent Control and Automation

2008 7th World Congress on Intelligent Control and Automation

June 2008

Chongqing

(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...