A Practical Guide to Pseudospectral Methods

ISBN-13: 9780521645645 / Angielski / Miękka / 1998 / 244 str.

Bengt Fornberg; P. G. Ciarlet; A. Iserles

Opis

During the past two decades, pseudospectral methods have emerged as successful, and often superior, alternatives to better known computational procedures, such as finite difference and finite element methods of numerical solution, in several key application areas. These areas include computational fluid dynamics, wave motion, and weather forecasting. This book explains how, when and why this pseudospectral approach works. In order to make the subject accessible to students as well as researchers and engineers, the author presents the subject using illustrations, examples, heuristic explanations, and algorithms rather than rigorous theoretical arguments. This book will be of interest to graduate students, scientists, and engineers interested in applying pseudospectral methods to real problems.

Recenzje

'The book is born out of the author's vast experience in the field and we should be indebted to him for making his knowledge available to us in this user-friendly book … I thoroughly enjoyed reading this book and the opportunity to look at pseudospectral methods from a different perspective. I would recommend this book to those interested in pseudospectral methods and those whose research involves solving differential equations using high-order discretization methods.' Proceedings of the Edinburgh Mathematical Society

Spis treści

1. Introduction; 2. Introduction to spectral methods via orthogonal functions; 3. Introduction to PS methods via finite differences; 4. Key properties of PS approximations; 5. PS variations/enhancements; 6. PS methods in polar and spherical geometries; 7. Comparisons of computational cost - FD vs. PS methods; 8. Some application areas for spectral methods; Appendices.