Atnaujintas knygų su minimaliais defektais pasiūlymas! Naršykite ČIA >>
This book deals with the efficient numerical solution of challenging nonlinear problems in science and engineering, both in finite dimension (algebraic systems) and in infinite dimension (ordinary and partial differential equations). Its focus is on local and global Newton methods for direct problems or Gauss-Newton methods for inverse problems. The term 'affine invariance' means that the presented algorithms and their convergence analysis are invariant under one out of four subclasses of affine transformations of the problem to be solved. Compared to traditional textbooks, the distinguishing affine invariance approach leads to shorter theorems and proofs and permits the construction of fully adaptive algorithms. Lots of numerical illustrations, comparison tables, and exercises make the text useful in computational mathematics classes. At the same time, the book opens many directions for possible future research.
| Autorius: | Peter Deuflhard |
| Serija: | Springer Series in Computational Mathematics |
| Leidėjas: | Springer Berlin Heidelberg |
| Išleidimo metai: | 2011 |
| Knygos puslapių skaičius: | 440 |
| ISBN-10: | 364223898X |
| ISBN-13: | 9783642238987 |
| Formatas: | 235 x 155 x 24 mm. Knyga minkštu viršeliu |
| Kalba: | Anglų |
Parašykite atsiliepimą apie „Newton Methods for Nonlinear Problems: Affine Invariance and Adaptive Algorithms“
