Numerical Analysis Using R: Solutions to ODEs and PDEs - Couverture rigide

Griffiths, Graham W.

 
9781107115613: Numerical Analysis Using R: Solutions to ODEs and PDEs
Couverture rigide
ISBN 10 : 1107115612 ISBN 13 : 9781107115613
Editeur : Cambridge University Press, 2016

Synopsis

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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À propos de l?auteur

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 Chartered Engineer and a Fellow of the Institute of Measurement and Control, and was granted Freedom of the City of London in 1995.

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Éditeur
Cambridge University Press
Date d'édition
2016
Langue
anglais
ISBN 10 
1107115612
ISBN 13 
9781107115613
Reliure
Relié
Nombre de pages
632
Coordonnées du fabricant
non disponible
Personne responsable
non disponible