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Numerical Analysis Using R: Solutions to ODEs and PDEs
Graham W. Griffiths
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Description for Numerical Analysis Using R: Solutions to ODEs and PDEs
hardcover. Practical numerical methods for solving differential equations are illustrated in the increasingly popular open source language R. Num Pages: 500 pages, 182 b/w illus. 15 colour illus. BIC Classification: PBKS; UFM. Category: (P) Professional & Vocational. Dimension: 253 x 177. .
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 ... Read more
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 ... Read more
Product Details
Format
Hardback
Publication date
2016
Publisher
Cambridge University Press
Condition
New
Number of Pages
632
Place of Publication
Cambridge, United Kingdom
ISBN
9781107115613
SKU
V9781107115613
Shipping Time
Usually ships in 7 to 11 working days
Ref
99-6
About Graham W. Griffiths
Graham W. Griffiths is a visiting professor in the School of Engineering and Mathematical Sciences, City University, London. His primary interests are in numerical methods and climate modelling, on which he has previously published four books. Griffiths was a founder of Special Analysis and Simulation Technology Ltd, and later vice president of operations and technology with AspenTech. He is a ... Read more
Reviews for Numerical Analysis Using R: Solutions to ODEs and PDEs
'Graham W. Griffiths has produced an outstanding contribution to scientific computation, specifically, the numerical solution of a series of real-world ODE/PDE models. The format of each chapter, i.e. a detailed discussion of the origin of each model, a listing of the commented R routines with background for the numerical algorithms, and an analysis of the computed solutions, permits the reader ... Read more