The Application of RBF network with Ant Colony Algorithm in Eddy Current Nondestructive Detecting

摘要：

In eddy current nondestructive detecting, ant colony algorithm is adopted to select the centers of RBF network. The traditional clustering algorithm of RBF cant cluster much better, so the training speed and structure are limited. In this paper, ant colony algorithm with better optimal capability is used for optimize RBF network. The simulation result shows that ant colony algorithm has much optimal network than OLS algorithm. And the training speed and network robust are improved. It can be used for eddy current nondestructive detecting.

关键词： RBF network ant colony algorithm eddy current nondestructive detecting

作者: Aihua Li Xiaoyun Sun Donghui Liu Guoqing An

作者单位: Department of Electrical Engineering, Ordnance Engineering College Shijiazhuang, China College of Electrical and Electronics Engineering, Shijiazhuang Tiedao University Shijiazhuang, Chin College of Electrical Engineering and Information Science, Hebei University of Science and Technolog

会议类型: 国际会议

会议名称: The 2010 International Conference on Computer Application and System Modeling(2010计算机应用与系统建模国际会议 ICCASM 2010)

会议地点: 太原

会议语种:英文

页码: 636-638

在线出版日期: 2010-10-22（万方平台首次上网日期，不代表论文的发表时间）