Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia (Fundamentals of Algorithms) - Softcover

Kelley, C. T.

 
9781611977264: Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia (Fundamentals of Algorithms)
Softcover
ISBN 10: 1611977266 ISBN 13: 9781611977264
Verlag: Society for Industrial & Applied Mathematics,U.S., 2022

Inhaltsangabe

This user-oriented guide describes state-of-the-art methods for nonlinear equations and shows, via algorithms in pseudocode and Julia with several examples, how to choose an appropriate iterative method for a given problem and write an efficient solver or apply one written by others.

A sequel to the author's Solving Nonlinear Equations with Newton's Methods (SIAM, 2003), this book contains new material on pseudo-transient continuation, mixed-precision solvers, and Anderson acceleration. It is supported by a Julia package and a suite of Jupyter notebooks and includes examples of nonlinear problems from many disciplines.

This book is will be useful to researchers who solve nonlinear equations, students in numerical analysis, and the Julia community.

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Über die Autorin bzw. den Autor

C. T. (Tim) Kelley was a Drexel Professor of Mathematics at North Carolina State University until his retirement in 2021. He is the author of five books, all published by SIAM, and more than 150 papers. He has mentored 27 Ph.D. students. He has served as editor-in-chief of SIAM Journal on Optimization and SIAM Review

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Verlag
Society for Industrial & Applied Mathematics,U.S.
Erscheinungsdatum
2022
Sprache
Englisch
ISBN 10 
1611977266
ISBN 13 
9781611977264
Einband
Taschenbuch
Anzahl der Seiten
188
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
preigu
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