Initialization Algorithm of Wavelet Networks and Applications

摘要：

In this paper, the dilation and translation transforms of the mother wavelet are taken as the values at different points, and combining with the discreet wavelet transform theory and the mean idea, the mean model and related algorithms for one-dimensional (1-D) and a kind of multidimensional wavelet networks are proposed. And simulation instance analyses proved that the algorithm is effective, general and easy to be realized by programs. Performance comparisons of four different initialization algorithms are also proposed, and the comparison shows that the algorithm proposed in this paper is more effective and general than other algorithms.

作者: FANG Yan-jun ZHAO Qingzhen

作者单位: College of Economy and Management, Shandong Normal University, Jinan, 250014 China

会议类型: 国际会议

会议名称: 2009 IEEE International Symposium on IT in Medicine & Education( IEEE 教育与医药信息化国际会议)

会议地点: 济南

会议语种:英文

页码: 1236-1242

在线出版日期: 2009-08-14（万方平台首次上网日期，不代表论文的发表时间）