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

Nonfiction, Science & Nature, Mathematics, Number Systems, Algebra, Applied
Cover of the book Iterative Methods and Preconditioning for Large and Sparse Linear Systems with Applications by Daniele Bertaccini, Fabio Durastante, CRC Press
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Author: Daniele Bertaccini, Fabio Durastante ISBN: 9781351649612
Publisher: CRC Press Publication: February 19, 2018
Imprint: Chapman and Hall/CRC Language: English
Author: Daniele Bertaccini, Fabio Durastante
ISBN: 9781351649612
Publisher: CRC Press
Publication: February 19, 2018
Imprint: Chapman and Hall/CRC
Language: English

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.

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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.

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