Addresses computational methods that have proven efficient for the solution of a large variety of nonlinear elliptic problems. These methods can be applied to many problems in science and engineering, but this book focuses on their application to problems in continuum mechanics and physics.
This book differs from others on the topic by:
This book differs from others on the topic by:
- Presenting examples of the power and versatility of operator-splitting methods.
- Providing a detailed introduction to alternating direction methods of multipliers and their applicability to the solution of nonlinear (possibly non-smooth) problems from science and engineering.
- Showing that nonlinear least-squares methods, combined with operator-splitting and conjugate gradient algorithms, provide efficient tools for the solution of highly nonlinear problems.
Les mer
Differs from others on the topic by presenting examples of the power and versatility of operator-splitting methods, and providing a detailed introduction to alternating direction methods of multipliers and their applicability to the solution of nonlinear (possibly non-smooth) problems from science and engineering.
Les mer
- Preface
- Chapter 1: On some variational problems in Hilbert spaces
- Chapter 2: Iterative methods in Hilbert spaces
- Chapter 3: Operator-splitting and alternating direction methods
- Chapter 4: Augmented Lagrangians and alternating direction methods of multipliers
- Chapter 5: Least-squares solution of linear and nonlinear problems in Hilbert spaces
- Chapter 6: Obstacle problems and Bingham flow application to control
- Chapter 7: Other nonlinear eigenvalue problems
- Chapter 8: Eikonal equations
- Chapter 9: Fully nonlinear elliptic problems
- Epilogue
- Bibliography
- Author index
- Subject index
Les mer
A detailed insight into computational methods for efficient solution of nonlinear elliptic problems, for advanced graduates and researchers.
Produktdetaljer
ISBN
9781611973778
Publisert
2015-10-30
Utgiver
Society for Industrial & Applied Mathematics,U.S.
Vekt
947 gr
Høyde
229 mm
Bredde
152 mm
Aldersnivå
UP, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
481
Forfatter