Newton Methods for Nonlinear Problems: Affine Invariance and Adaptive Algorithms: 35 - Rilegato

Deuflhard, Peter

Rilegato

ISBN 10: 3540210997 ISBN 13: 9783540210993

Casa editrice: Springer Nature, 2004

Riassunto

This book deals with the efficient numerical solution of challenging nonlinear problems in science and engineering, both in finite and in infinite dimension. Its focus is on local and global Newton methods for direct problems or Gauss-Newton methods for inverse problems. 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.

Su questo libro

L'autore:

Peter Deuflhard is founder and head of the internationally renowned Zuse Institute Berlin (ZIB) and full professor of Numerical Analysis and Scientific Computing at the Free University of Berlin. He is a regular invited speaker at international conferences and universities as well as industry places all over the world.

Dalla quarta di copertina:

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.

Su questa edizione

• Editore: Springer Nature
• Data di pubblicazione: 2004
• ISBN 10: 3540210997
• ISBN 13: 9783540210993
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 424