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Iterative Methods for Large Linear Systems
About This Book
Iterative Methods for Large Linear Systems contains a wide spectrum of research topics related to iterative methods, such as searching for optimum parameters, using hierarchical basis preconditioners, utilizing software as a research tool, and developing algorithms for vector and parallel computers. This book provides an overview of the use of iterative methods for solving sparse linear systems, identifying future research directions in the mainstream of modern scientific computing with an eye to contributions of the past, present, and future. Different iterative algorithms that include the successive overrelaxation (SOR) method, symmetric and unsymmetric SOR methods, local (ad-hoc) SOR scheme, and alternating direction implicit (ADI) method are also discussed. This text likewise covers the block iterative methods, asynchronous iterative procedures, multilevel methods, adaptive algorithms, and domain decomposition algorithms. This publication is a good source for mathematicians and computer scientists interested in iterative methods for large linear systems.
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Table of contents
- Front Cover
- Iterative Methods for Large Linear Systems
- Copyright Page
- Table of Contents
- Preface
- Authors of Chapters
- Papers Presented at Conference
- Professor David M. Young, Jr.
- Photographs from Conference
- Chapter 1. Fourier Analysis of Two-Level Hierarchical Basis Preconditioners
- Chapter 2. An Algebraic Framework for Hierarchical Basis Functions Multilevel Methods or the Search for 'Optimal' Preconditioners
- Chapter 3. ELLPACK and ITPACK as Research Tools for Solving Elliptic Problems
- Chapter 4. Preconditioned Iterative Methods for Indefinite Symmetric Toeplitz Systems
- Chapter 5. A Local Relaxation Scheme (Ad-Hoc SOR) Applied to Nine Pointand Block Difference Equations
- Chapter 6. Block Iterative Methods for Cyclically Reduced Non-Self-Adjoint Elliptic Problems
- Chapter 7. Toward an Effective Two-Parameter SOR Method
- Chapter 8. Relaxation Parameters for the IQE Iterative Procedure for Solving Semi-Implicit Navier-Stokes Difference Equations
- Chapter 9. Hodie Approximation of Boundary Conditions
- Chapter 10. Iterative Methods for Nonsymmetric Linear Systems
- Chapter 11. Solution of Three-Dimensional Generalized Poisson Equations on Vector Computers
- Chapter 12. Multi-Level Asynchronous Iteration for PDEs
- Chapter 13. An Adaptive Algorithm for Richardson's Method
- Chapter 14. A Note on the SSOR and USSOR Iterative Methods Applied to p-Cyclic Matrices
- Chapter 15. The ADI Minimax Problem for Complex Spectra
- Chapter 16. Some Domain Decomposition Algorithms for Elliptic Problems
- Chapter 17. The Search for Omega
- Index