Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia
Oct 2022 · Fundamentals of Algorithms Book 20 · SIAM
Ebook
200
Pages
family_home
Eligible
info
reportRatings and reviews aren’t verified Learn More
About this ebook
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.
About the author
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
Rate this ebook
Tell us what you think.
Reading information
Smartphones and tablets
Install the Google Play Books app for Android and iPad/iPhone. It syncs automatically with your account and allows you to read online or offline wherever you are.
Laptops and computers
You can listen to audiobooks purchased on Google Play using your computer's web browser.
eReaders and other devices
To read on e-ink devices like Kobo eReaders, you'll need to download a file and transfer it to your device. Follow the detailed Help Center instructions to transfer the files to supported eReaders.
