Solving Nonlinear Equations with Newton's Method
By (author) C. T. Kelley
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Solving Nonlinear Equations with Newton's Method by C. T. Kelley
Book DescriptionThis brief 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. Solving Nonlinear Equations with Newton's Method 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.
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Book DetailsISBN: 9780898715460
(228mm x 152mm x 6mm)
Imprint: Society for Industrial & Applied Mathematics,U.S.
Publisher: Society for Industrial & Applied Mathematics,U.S.
Publish Date: 1-Jan-1987
Country of Publication: United States
Books By Author C. T. Kelley
Implicit Filtering, Paperback (September 2011)
A description of the implicit filtering algorithm, its convergence theory and a new MATLAB(R) implementation.
Iterative Methods for Linear and Nonlinear Equations, Paperback (January 1987)
This book focuses on a small number of methods and treats them in depth.
Iterative Methods for Optimization, Paperback (January 1987)» View all books by C. T. Kelley
A carefully selected group of methods for unconstrained and bound constrained optimization problems
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