Explorations in Numerical Analysis: Python Edition - Couverture rigide

Lambers, James V; Sumner, Amber C; Montiforte, Vivian Ashley

 
9789811227936: Explorations in Numerical Analysis: Python Edition
Couverture rigide
ISBN 10 : 9811227934 ISBN 13 : 9789811227936
Editeur : World Scientific Publishing Co Pte Ltd, 2021

Synopsis

This textbook is intended to introduce advanced undergraduate and early-career graduate students to the field of numerical analysis. This field pertains to the design, analysis, and implementation of algorithms for the approximate solution of mathematical problems that arise in applications spanning science and engineering, and are not practical to solve using analytical techniques such as those taught in courses in calculus, linear algebra or differential equations.Topics covered include computer arithmetic, error analysis, solution of systems of linear equations, least squares problems, eigenvalue problems, nonlinear equations, optimization, polynomial interpolation and approximation, numerical differentiation and integration, ordinary differential equations, and partial differential equations. For each problem considered, the presentation includes the derivation of solution techniques, analysis of their efficiency, accuracy and robustness, and details of their implementation, illustrated through the Python programming language.This text is suitable for a year-long sequence in numerical analysis, and can also be used for a one-semester course in numerical linear algebra.

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À propos de l?auteur

James V Lambers is a Professor in the School of Mathematics and Natural Sciences at The University of Southern Mississippi, and an ACUE Distinguished Teaching Scholar. His research interests span numerical methods for partial differential equations and numerical linear algebra.

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

Éditeur
World Scientific Publishing Co Pte Ltd
Date d'édition
2021
Langue
anglais
ISBN 10 
9811227934
ISBN 13 
9789811227936
Reliure
Relié
Nombre de pages
680
Coordonnées du fabricant
World Scientific Publishing
https://www.worldscientific.com/

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Autres éditions populaires du même titre

9789811229343: Explorations In Numerical Analysis: Python Edition

Edition présentée

ISBN 10 :  9811229341 ISBN 13 :  9789811229343
Editeur : WSPC, 2021
Couverture souple