Description

Efficient Solutions for Large Linear Systems

Computational simulation of scientific phenomena and engineering problems often depends on solving linear systems with a large number of unknowns.

Iterative Methods for Linear Systems

This test bank provides insight into the construction of iterative methods for the solution of such systems and helps the reader to select the best solver for a given class of problems.

Preconditioners and Solver Efficiency

The emphasis is on the main ideas and how they have led to efficient solvers such as CG, GMRES, and BI-CGSTAB.

Exercises and Analysis

The reader is encouraged to gain experience by analysing numerous examples that illustrate how best to exploit the methods.

This comprehensive test bank is suitable for undergraduate and graduate students studying numerical analysis and computational science.