%0 Book %1 kelley2022solving %A Kelley, C. T. %B Fundamentals of Algorithms %C Philadelphia %D 2022 %I SIAM %K 65-01-numerical-analysis-instructional-exposition 65f10-iterative-methods-for-linear-systems 65h10-systems-of-nonlinear-algebraic-equations %R 10.1137/1.9781611977271 %T Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia %U https://epubs.siam.org/doi/book/10.1137/1.9781611977271 %V 20 %X 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; is supported by a Julia package and a suite of Jupyter notebooks; and includes examples of nonlinear problems from many disciplines. %@ 978-1-61197-726-4

@book{kelley2022solving, abstract = {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; is supported by a Julia package and a suite of Jupyter notebooks; and includes examples of nonlinear problems from many disciplines.}, added-at = {2024-05-07T05:14:28.000+0200}, address = {Philadelphia}, author = {Kelley, C. T.}, biburl = {https://www.bibsonomy.org/bibtex/2e28b807d0e09ef29177e53b17fd2a405/gdmcbain}, doi = {10.1137/1.9781611977271}, interhash = {3052715a6ef6ea132d4c69f39a581afc}, intrahash = {e28b807d0e09ef29177e53b17fd2a405}, isbn = {978-1-61197-726-4}, keywords = {65-01-numerical-analysis-instructional-exposition 65f10-iterative-methods-for-linear-systems 65h10-systems-of-nonlinear-algebraic-equations}, publisher = {SIAM}, series = {Fundamentals of Algorithms}, timestamp = {2024-05-07T05:14:28.000+0200}, title = {Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia}, url = {https://epubs.siam.org/doi/book/10.1137/1.9781611977271}, volume = 20, year = 2022 }