发表状态 | 已发表Published |
题名 | Summation of gaussian shifts as jacobi’s third theta function |
作者 | |
发表日期 | 2020-08-01 |
发表期刊 | Mathematical Foundations of Computing
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ISSN/eISSN | 2577-8838 |
卷号 | 3期号:3页码:157-163 |
摘要 | A proper choice of parameters of the Jacobi modular identity (Jacobi Imaginary transformation) implies that the summation of Gaussian shifts on infinity periodic grids can be represented as the Jacobi’s third Theta function. As such, connection between summation of Gaussian shifts and the solution to a Schr¨odinger equation is explicitly shown. A concise and controllable upper bound of the saturation error for approximating constant functions with summation of Gaussian shifts can be immediately obtained in terms of the underlying shape parameter of the Gaussian. This sheds light on how to choose a shape parameter and provides further understanding on using Gaussians with increasingly flatness. |
关键词 | Gaussian radial basis functions Jacobi Theta function Jacobi’s imaginary transformation modular identity saturation error |
DOI | 10.3934/mfc.2020015 |
URL | 查看来源 |
收录类别 | ESCI |
语种 | 英语English |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Theory & Methods |
WOS记录号 | WOS:000593768700002 |
Scopus入藏号 | 2-s2.0-85110473236 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/11501 |
专题 | 个人在本单位外知识产出 |
通讯作者 | Zhu, Shengxin |
作者单位 | Laboratory for Intelligent Computing and Financial Technology Department of Mathematics,Xi’an Jiaotong-Liverpool University,Suzhou,215123,China |
推荐引用方式 GB/T 7714 | Zhu, Shengxin. Summation of gaussian shifts as jacobi’s third theta function[J]. Mathematical Foundations of Computing, 2020, 3(3): 157-163. |
APA | Zhu, Shengxin. (2020). Summation of gaussian shifts as jacobi’s third theta function. Mathematical Foundations of Computing, 3(3), 157-163. |
MLA | Zhu, Shengxin."Summation of gaussian shifts as jacobi’s third theta function". Mathematical Foundations of Computing 3.3(2020): 157-163. |
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