A SOLUTION TO THE REPRODUCING KERNELS SPACE
Although it had been worked out for us to calculate the reproducing kernel of simple reproducing kernel space, it was still a non-trivial task for us to calculate the complex reproducing kernel. In particular, when the reproducing kernel space became more and more complex, the calculation of the reproducing kernels became almost impossible. Therefore, how to calculate the reproducing kernels is a challenging topic. In this paper, we propose a new but simple solution method to the reproducing kernels of the reproducing kernel space based on the use of both the reproducing kernel functions and theconvolution operator. The complex reproducing kernel is the convolution of simple reproducing kernel. The properties of the reproducing kernel functions which can be effectively used to solve the kernel-based problems such as radial basis functions networks and support vector machines, are also studied.
reproducing kernel Basic solution Fourier transform radial basis function support vector machine
Qinli Zhang Shitong Wang
School of Information, Southern Yangtze University, Wuxi Jiangsu, 214122,China;North China Institute School of Information, Southern Yangtze University, Wuxi Jiangsu, 214122, China
国际会议
杭州
英文
505-507
2006-10-12（万方平台首次上网日期，不代表论文的发表时间）