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Numerical Analysis Using R

Name: Numerical Analysis Using R
Brand: Cambridge University Press
SKU: 02838432
Price: 98.51 EUR
Availability: InStock
Author: Graham W. Griffiths
ISBN: 9781107115613

Solutions to ODEs and PDEs

Graham W. Griffiths

Language

English

Book Hardback

Libristo code: 02838432

Publishers Cambridge University Press, April 2016

This book presents the latest numerical solutions to initial value problems and boundary value probl... Full description

Libristo code: 02838432

239 b

98.51 €

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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.