Reduced Basis Methods for Partial Differential Equations: An Introduction - Couverture souple

Livre 22 sur 42: UNITEXT

Quarteroni, Alfio

 
9783319154305: Reduced Basis Methods for Partial Differential Equations: An Introduction
Couverture souple
ISBN 10 : 3319154303 ISBN 13 : 9783319154305
Editeur : Springer, 2015

Synopsis

This book provides a basic introduction to reduced basis (RB) methods for problems involving the repeated solution of partial differential equations (PDEs) arising from engineering and applied sciences, such as PDEs depending on several parameters and PDE-constrained optimization.

The book presents a general mathematical formulation of RB methods, analyzes their fundamental theoretical properties, discusses the related algorithmic and implementation aspects, and highlights their built-in algebraic and geometric structures.

More specifically, the authors discuss alternative strategies for constructing accurate RB spaces using greedy algorithms and proper orthogonal decomposition techniques, investigate their approximation properties and analyze offline-online decomposition strategies aimed at the reduction of computational complexity. Furthermore, they carry out both a priori and a posteriori error analysis.

The whole mathematical presentation is made more stimulating by the use of representative examples of applicative interest in the context of both linear and nonlinear PDEs. Moreover, the inclusion of many pseudocodes allows the reader to easily implement the algorithms illustrated throughout the text. The book will be ideal for upper undergraduate students and, more generally, people interested in scientific computing.

All these pseudocodes are in fact implemented in a MATLAB package that is freely available at https: //github.com/redbkit

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Prof. Alfio Quarteroni, Dr. Andrea Manzoni and Federico Negri - Ecole Polytechnique Fédérale de Lausanne, Lausanne, Switzerland.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2015
Langue
anglais
ISBN 10 
3319154303
ISBN 13 
9783319154305
Reliure
Broché
Numéro d'édition
1
Nombre de pages
312
Coordonnées du fabricant
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Allemagne

Autres éditions populaires du même titre

9783319154329: Reduced Basis Methods for Partial Differential Equations: An Introduction

Edition présentée

ISBN 10 :  331915432X ISBN 13 :  9783319154329
Editeur : Springer, 2015
Couverture souple