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Dynamical Systems Method and Applications

Autor Alexander G Ramm, Nguyen S Hoang
en Limba Engleză Hardback – 20 dec 2011
Demonstrates the application of DSM to solve a broad range of operator equations The dynamical systems method (DSM) is a powerful computational method for solving operator equations. With this book as their guide, readers will master the application of DSM to solve a variety of linear and nonlinear problems as well as ill-posed and well-posed problems. The authors offer a clear, step-by-step, systematic development of DSM that enables readers to grasp the method's underlying logic and its numerous applications. Dynamical Systems Method and Applications begins with a general introduction and then sets forth the scope of DSM in Part One. Part Two introduces the discrepancy principle, and Part Three offers examples of numerical applications of DSM to solve a broad range of problems in science and engineering. Additional featured topics include: * General nonlinear operator equations * Operators satisfying a spectral assumption * Newton-type methods without inversion of the derivative * Numerical problems arising in applications * Stable numerical differentiation * Stable solution to ill-conditioned linear algebraic systems Throughout the chapters, the authors employ the use of figures and tables to help readers grasp and apply new concepts. Numerical examples offer original theoretical results based on the solution of practical problems involving ill-conditioned linear algebraic systems, and stable differentiation of noisy data. Written by internationally recognized authorities on the topic, Dynamical Systems Method and Applications is an excellent book for courses on numerical analysis, dynamical systems, operator theory, and applied mathematics at the graduate level. The book also serves as a valuable resource for professionals in the fields of mathematics, physics, and engineering.
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Specificații

ISBN-13: 9781118024287
ISBN-10: 1118024281
Pagini: 576
Dimensiuni: 157 x 236 x 33 mm
Greutate: 0.93 kg
Editura: Wiley
Locul publicării:Hoboken, United States

Public țintă

As a course book for graduate–level courses in numerical analysis, dynamical systems, operator theory, and applied mathematics and is appropriate for students majoring in mathematics, computer science, physics, and engineering; as a reference and resource for professionals in areas including mathematics, physics, and engineering; and academic and corporate research libraries.


Notă biografică

Alexander G. Ramm, PhD, is Professor in the Department of Mathematics at Kansas State University. Dr. Ramm serves as associate editor for several journals. Nguyen S. Hoang, PhD, is Visiting Assistant Professor in the Department of Mathematics at the University of Oklahoma. He has published numerous journal articles in the areas of numerical analysis, operator theory, ordinary and partial differential equations, optimization, and inverse and ill-posed problems.

Descriere

Dynamical Systems Method (DSM) is a powerful general method for solving operator equations. These equations can be linear or nonlinear, well-posed or ill-posed. The book presents a systematic development of the DSM, and theoretical results are illustrated by a number of numerical examples, which are of independent interest.