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Numerical Analysis Using R: Solutions to Odes and Pdes
Contributor(s): Griffiths, Graham W. (Author)

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 ISBN: 1107115612     ISBN-13: 9781107115613
Publisher: Cambridge University Press
OUR PRICE: $89.29  

Binding Type: Hardcover - See All Available Formats & Editions
Published: April 2016
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Additional Information
BISAC Categories:
- Mathematics | Probability & Statistics - General
Dewey: 518.028
LCCN: 2015046150
Physical Information: 1.5" H x 7.1" W x 10.4" L (2.87 lbs) 632 pages
Features: Bibliography, Index, Price on Product
 
Descriptions, Reviews, Etc.
Publisher Description:
This book presents the latest numerical solutions to initial value problems and boundary value problems described by ODEs and PDEs. The author offers practical methods that can be adapted to solve wide ranges of problems and illustrates them in the increasingly popular open source computer language R, allowing integration with more statistically based methods. The book begins with standard techniques, followed by an overview of 'high resolution' flux limiters and WENO to solve problems with solutions exhibiting high gradient phenomena. Meshless methods using radial basis functions are then discussed in the context of scattered data interpolation and the solution of PDEs on irregular grids. Three detailed case studies demonstrate how numerical methods can be used to tackle very different complex problems. With its focus on practical solutions to real-world problems, this book will be useful to students and practitioners in all areas of science and engineering, especially those using R.
 
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