Spherical Radial Basis Functions, Theory and Applications / by Simon Hubbert, Qu c Th ng L Gia, Tanya M. Morton.
| العنوان: | Spherical Radial Basis Functions, Theory and Applications / by Simon Hubbert, Qu c Th ng L Gia, Tanya M. Morton. |
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| بيانات النشر: | Cham : Springer International Publishing : Imprint: Springer, 2015. 2015 |
| تفاصيل مُضافة: | Hubbert, Simon. author. L Gia, Qu c Th ng. author. Morton, Tanya M. author. SpringerLink (Online service) |
| نوع الوثيقة: | Electronic Resource Electronic Resource |
| مستخلص: | This book is the first to be devoted to the theory and applications of spherical (radial) basis functions (SBFs), which is rapidly emerging as one of the most promising techniques for solving problems where approximations are needed on the surface of a sphere. The aim of the book is to provide enough theoretical and practical details for the reader to be able to implement the SBF methods to solve real world problems. The authors stress the close connection between the theory of SBFs and that of the more well-known family of radial basis functions (RBFs), which are well-established tools for solving approximation theory problems on more general domains. The unique solvability of the SBF interpolation method for data fitting problems is established and an in-depth investigation of its accuracy is provided. Two chapters are devoted to partial differential equations (PDEs). One deals with the practical implementation of an SBF-based solution to an elliptic PDE and another which describes an SBF approach for solving a parabolic time-dependent PDE, complete with error analysis. The theory developed is illuminated with numerical experiments throughout. Spherical Radial Basis Functions, Theory and Applications will be of interest to graduate students and researchers in mathematics and related fields such as the geophysical sciences and statistics. |
| مصطلحات الفهرس: | Mathematics., Geophysics., Approximation theory., Global analysis (Mathematics)., Manifolds (Mathematics)., Partial differential equations., Numerical analysis., Approximations and Expansions., Partial Differential Equations., Numerical Analysis., Global Analysis and Analysis on Manifolds., Geophysics/Geodesy., text |
| URL: | Springer eBooks SpringerBriefs in Mathematics, 2191-8198 |
| الإتاحة: | Open access content. Open access content |
| أرقام أخرى: | PYCED oai:dspace.conacyt.gov.py:123456789/13694 9783319179391 10.1007/978-3-319-17939-1 978-3-319-17939-1 1154418404 |
| المصدر المساهم: | CONACYT EDUCA From OAIster®, provided by the OCLC Cooperative. |
| رقم الأكسشن: | edsoai.on1154418404 |
| قاعدة البيانات: | OAIster |
| الوصف غير متاح. |