عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783319786193
NATIONAL BIBLIOGRAPHY NUMBER
Number
E3192
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Computational Methods in Physics
Other Title Information
: Compendium for Students
First Statement of Responsibility
/ by Simon Sirca, Martin Horvat.
EDITION STATEMENT
Edition Statement
2nd ed.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cham, Switzerland
Name of Publisher, Distributor, etc.
: Springer
Date of Publication, Distribution, etc.
, 2018.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xxiv, 880 p.: 268 illustrations, 20 illustrations in color.)
SERIES
Series Title
(Graduate Texts in Physics)
ISSN of Series
1868-4513
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes index.
CONTENTS NOTE
Text of Note
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 -- Inverse methods.
0
SUMMARY OR ABSTRACT
Text of Note
This book is intended to help 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 optimization of program execution speeds. Numerous examples are given throughout the chapters, followed by comprehensive end-of-chapter problems with a more pronounced physics background, while less stress is given to the explanation of individual algorithms. The readers are encouraged to develop a certain amount of skepticism and scrutiny instead of blindly following readily available commercial tools. The second edition has been enriched by a chapter on inverse problems dealing with the solution of integral equations, inverse Sturm-Liouville problems, as well as retrospective and recovery problems for partial differential equations. The revised text now includes an introduction to sparse matrix methods, the solution of matrix equations, and pseudospectra of matrices; it discusses the sparse Fourier, non-uniform Fourier and discrete wavelet transformations, the basics of non-linear regression and the Kolmogorov-Smirnov test; it demonstrates the key concepts in solving stiff differential equations and the asymptotics of Sturm-Liouville eigenvalues and eigenfunctions. Among other updates, it also presents the techniques of state-space reconstruction, methods to calculate the matrix exponential, generate random permutations and compute stable derivatives.
TYPE OF ELECTRONIC RESOURCE NOTE
Text of Note
pdf file
TOPICAL NAME USED AS SUBJECT
Entry Element
Applied mathematics.
Entry Element
Chemistry, Physical and theoretical.
Entry Element
Computer mathematics.
Entry Element
Engineering mathematics.
Entry Element
Physics.
DEWEY DECIMAL CLASSIFICATION
Edition
23
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Sirca, Simon.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Entry Element
Horvat, Martin,
Dates
1977-
ORIGINATING SOURCE
Country
Iran
Agency
University of Tehran. Library of College of Science
Date of Transaction
20210304094942.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Date and Hour of Consultation and Access
UT_SCI_BL_DB_1003533_0001.pdf
e
BL
278840
a
Y
