1.

Record Nr.

UNISALENTO991002325489707536

Autore

Sirca, Simon

Titolo

Computational methods for physicists : compendium for students / Simon Sirca, Martin Horvat

Pubbl/distr/stampa

New York : Springer, 2012

ISBN

9783642324772 (hard cover : alk. paper)

Descrizione fisica

xx, 715 p : ill. ; 24 cm

Collana

Graduate texts in physics

Classificazione

LC QC21.3

510:53

Altri autori (Persone)

Horvat, Martinauthor

Disciplina

530.15

Soggetti

Mathematical physics

Physics - Data processing

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di bibliografia

Includes bibliographical references and index

Nota di contenuto

Basics of numerical analysis -- Solution of nonlinear equations -- Matrix methods -- Transformations of functions and signals -- Statistical description and modeling of data -- Modeling and analysis of time series -- Initial-value problems for ordinary differential equations -- Boundary-value problems for ordinary differential equations -- Difference methods for one-dimensional partial differential equations -- Difference methods for partial differential equations in more than one dim -- Spectral methods for partial differential equations

Sommario/riassunto

This book helps advanced undergraduate, graduate and postdoctoral students in their daily work by offering them a compendium of numerical methods. The choice of methods pays significant attention to error estimates, stability and convergence issues as well as to the ways to optimize program execution speeds. Many examples are given throughout the chapters, and each chapter is followed by at least a handful of more comprehensive problems which may be dealt with, for example, on a weekly basis in a one- or two-semester course. In these end-of-chapter problems the physics background is pronounced, and the main text preceding them is intended as an introduction or as a later reference. Less stress is given to the explanation of individual algorithms. It is tried to induce in the reader an own independent thinking and a certain amount of scepticism and scrutiny instead of



blindly following readily available commercial tools