The Resource Solving nonlinear equations with Newton's method, C.T. Kelley, (electronic resource)

Solving nonlinear equations with Newton's method, C.T. Kelley, (electronic resource)

Label
Solving nonlinear equations with Newton's method
Title
Solving nonlinear equations with Newton's method
Statement of responsibility
C.T. Kelley
Creator
Contributor
Provider
Publisher
Subject
Language
eng
Summary
This book on Newton's method is a user-oriented guide to algorithms and implementation. In just over 100 pages, it shows, via algorithms in pseudocode, in MATLAB, and with several examples, how one can choose an appropriate Newton-type method for a given problem, diagnose problems, and write an efficient solver or apply one written by others. It contains trouble-shooting guides to the major algorithms, their most common failure modes, and the likely causes of failure. It also includes many worked-out examples (available on the SIAM website) in pseudocode and a collection of MATLAB codes, allowing readers to experiment with the algorithms easily and implement them in other languages
Member of
Cataloging source
CaBNvSL
http://library.link/vocab/creatorName
Kelley, C. T
Illustrations
illustrations
Index
index present
LC call number
QA297.8
LC item number
.K455 2003eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Society for Industrial and Applied Mathematics
  • Society for Industrial and Applied Mathematics
Series statement
Fundamentals of algorithms
http://library.link/vocab/subjectName
  • Newton-Raphson method
  • Iterative methods (Mathematics)
  • Nonlinear theories
Target audience
adult
Label
Solving nonlinear equations with Newton's method, C.T. Kelley, (electronic resource)
Instantiates
Publication
Bibliography note
Includes bibliographical references (p. 97-102) and index
Color
black and white
Contents
How to Get the Software -- Introduction -- Finding the Newton Step with Gaussian Elimination -- Newton-Krylov Methods -- Broyden's Method
Dimensions
unknown
Extent
1 electronic text (xiii, 104 p. : ill.)
File format
multiple file formats
Form of item
online
Isbn
9780898718898
Other control number
FA01
Other physical details
digital file.
Reformatting quality
access
Specific material designation
remote
System control number
  • (CaBNvSL)slc00225425
  • (CaBNvSL)9780898718898
Label
Solving nonlinear equations with Newton's method, C.T. Kelley, (electronic resource)
Publication
Bibliography note
Includes bibliographical references (p. 97-102) and index
Color
black and white
Contents
How to Get the Software -- Introduction -- Finding the Newton Step with Gaussian Elimination -- Newton-Krylov Methods -- Broyden's Method
Dimensions
unknown
Extent
1 electronic text (xiii, 104 p. : ill.)
File format
multiple file formats
Form of item
online
Isbn
9780898718898
Other control number
FA01
Other physical details
digital file.
Reformatting quality
access
Specific material designation
remote
System control number
  • (CaBNvSL)slc00225425
  • (CaBNvSL)9780898718898

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