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Semismooth Newton Methods for Variational Inequalities and Constrained Optimization Problems in Function Spaces

Download or Read eBook Semismooth Newton Methods for Variational Inequalities and Constrained Optimization Problems in Function Spaces PDF written by Michael Ulbrich and published by SIAM. This book was released on 2011-01-01 with total page 322 pages. Available in PDF, EPUB and Kindle.
Semismooth Newton Methods for Variational Inequalities and Constrained Optimization Problems in Function Spaces
Author :
Publisher : SIAM
Total Pages : 322
Release :
ISBN-10 : 1611970695
ISBN-13 : 9781611970692
Rating : 4/5 (95 Downloads)

Book Synopsis Semismooth Newton Methods for Variational Inequalities and Constrained Optimization Problems in Function Spaces by : Michael Ulbrich

Book excerpt: Semismooth Newton methods are a modern class of remarkably powerful and versatile algorithms for solving constrained optimization problems with partial differential equations (PDEs), variational inequalities, and related problems. This book provides a comprehensive presentation of these methods in function spaces, striking a balance between thoroughly developed theory and numerical applications. Although largely self-contained, the book also covers recent developments in the field, such as state-constrained problems, and offers new material on topics such as improved mesh independence results. The theory and methods are applied to a range of practically important problems, including: optimal control of nonlinear elliptic differential equations, obstacle problems, and flow control of instationary Navier-Stokes fluids. In addition, the author covers adjoint-based derivative computation and the efficient solution of Newton systems by multigrid and preconditioned iterative methods.


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