Status | 已发表Published |
Title | Summation of gaussian shifts as jacobi’s third theta function |
Creator | |
Date Issued | 2020-08-01 |
Source Publication | Mathematical Foundations of Computing
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ISSN | 2577-8838 |
Volume | 3Issue:3Pages:157-163 |
Abstract | 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. |
Keyword | Gaussian radial basis functions Jacobi Theta function Jacobi’s imaginary transformation modular identity saturation error |
DOI | 10.3934/mfc.2020015 |
URL | View source |
Indexed By | ESCI |
Language | 英语English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Theory & Methods |
WOS ID | WOS:000593768700002 |
Scopus ID | 2-s2.0-85110473236 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/11501 |
Collection | Research outside affiliated institution |
Corresponding Author | Zhu, Shengxin |
Affiliation | Laboratory for Intelligent Computing and Financial Technology Department of Mathematics,Xi’an Jiaotong-Liverpool University,Suzhou,215123,China |
Recommended Citation 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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