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Status已发表Published
TitleSummation of gaussian shifts as jacobi’s third theta function
Creator
Date Issued2020-08-01
Source PublicationMathematical Foundations of Computing
ISSN2577-8838
Volume3Issue: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.

KeywordGaussian radial basis functions Jacobi Theta function Jacobi’s imaginary transformation modular identity saturation error
DOI10.3934/mfc.2020015
URLView source
Indexed ByESCI
Language英语English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Theory & Methods
WOS IDWOS:000593768700002
Scopus ID2-s2.0-85110473236
Citation statistics
Cited Times:1[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/11501
CollectionResearch outside affiliated institution
Corresponding AuthorZhu, 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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