Iterative Methods and Preconditioning for Large and Sparse Linear Systems with Applications

1st Edition

Daniele Bertaccini, Fabio Durastante

Chapman and Hall/CRC
Published February 28, 2018
Reference - 354 Pages - 40 B/W Illustrations
ISBN 9781498764162 - CAT# K29008
Series: Chapman & Hall/CRC Monographs and Research Notes in Mathematics

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This book describes, in a basic way, the most useful and effective iterative solvers and appropriate preconditioning techniques for some of the most important classes of large and sparse linear systems.

The solution of large and sparse linear systems is the most time-consuming part for most of the scientific computing simulations. Indeed, mathematical models become more and more accurate by including a greater volume of data, but this requires the solution of larger and harder algebraic systems. In recent years, research has focused on the efficient solution of large sparse and/or structured systems generated by the discretization of numerical models by using iterative solvers.