Krylov Subspace Methods: Principles and Analysis - Oxford Press - Image 1

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Oxford University Press Krylov Subspace Methods: Principles and Analysis - Oxford Press

Name: Krylov Subspace Methods: Principles and Analysis - Oxford Press
Brand: Oxford University Press
Price: 15.48 GBP
Availability: InStock

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Description

Explore the fundamental mathematical theory of Krylov subspace methods with this detailed text from Oxford University Press. Part of the Numerical Mathematics and Scientific Computation series, this book provides a principles-based approach to solving systems of linear algebraic equations. Readers will learn how to characterize Krylov subspace methods through their orthogonality and minimization properties, starting from the foundational concept of projections. The text connects projections onto highly nonlinear Krylov subspaces with the underlying problem of moments. This connection allows Krylov subspace methods to be viewed as a matching moments model, providing a deep understanding of their mathematical structure. This resource is designed for those studying numerical mathematics and scientific computation who require a rigorous treatment of these essential mathematical techniques.

Key Features

Detailed treatment of the mathematical theory behind Krylov subspace methods for solving linear algebraic equations.

Principles-based approach that starts from the fundamental idea of projections to explain complex mathematical concepts.

In-depth analysis of how Krylov subspace methods are characterized by their specific orthogonality and minimization properties.

Explains the link between nonlinear Krylov subspaces and the underlying problem of moments for a complete mathematical view.

Provides a perspective on Krylov subspace methods as a matching moments model to aid scientific computation studies.

Published by Oxford University Press as part of the recognized Numerical Mathematics and Scientific Computation series.

Product Specifications

Brand: Oxford University Press
Format: paperback
ASIN: 0198739044
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Civil Engineering > Mechanics
Domain: Amazon UK
Release Date: 05 May 2015
Listed Since: 05 November 2014

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Oxford University Press Krylov Subspace Methods: Principles and Analysis - Oxford Press

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