Počet záznamů: 1
Krylov Methods for Nonsymmetric Linear Systems - From Theory to Computations
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SYSNO ASEP 0532884 Druh ASEP B - Monografie Zařazení RIV B - Odborná monografie, kniha Název Krylov Methods for Nonsymmetric Linear Systems - From Theory to Computations Tvůrce(i) Meurant, G. (FR)
Duintjer Tebbens, Jurjen (UIVT-O) RID, SAI, ORCIDCelkový počet autorů 2 Vyd. údaje Cham: Springer, 2020 ISBN 978-3-030-55250-3 Edice Springer Series in Computational Mathematics Č. sv. edice 57 Poč.str. 686 s. Forma vydání Tištěná - P Jazyk dok. eng - angličtina Země vyd. CH - Švýcarsko Klíč. slova Krylov methods ; nonsymmetrical linear systems ; Q-OR methods ; Q-MR methods ; Krylov subspaces ; FOM ; GMRES ; Hessenberg ; CMRH ; Arnoldi algorithm ; IDR family ; finite precision arithmetic ; Lanczos methods Vědní obor RIV BA - Obecná matematika Obor OECD Applied mathematics Institucionální podpora UIVT-O - RVO:67985807 DOI 10.1007/978-3-030-55251-0 Anotace This book aims to give an encyclopedic overview of the state-of-the-art of Krylov subspace iterative methods for solving nonsymmetric systems of algebraic linear equations and to study their mathematical properties. Solving systems of algebraic linear equations is among the most frequent problems in scientific computing: it is used in many disciplines such as physics, engineering, chemistry, biology, and several others. Krylov methods have progressively emerged as the iterative methods with the highest efficiency while being very robust for solving large linear systems. They may be expected to remain so, independent of progress in modern computer-related fields such as parallel and high performance computing. The mathematical properties of the methods are described and analyzed along with their behavior in finite precision arithmetic. A number of numerical examples demonstrate the properties and the behavior of the described methods. Also considered are the methods’ implementations and coding as Matlab®-like functions. Methods which became popular recently are considered in the general framework of Q-OR (quasi-orthogonal )/Q-MR (quasi-minimum) residual methods. This book can be useful for both practitioners and for readers who are more interested in theory. Together with a review of the state-of-the-art, it presents a number of recent theoretical results of the authors, some of them unpublished, as well as a few original algorithms. Some of the derived formulas might be useful for the design of possible new methods or for future analysis. For the more applied user, the book gives an up-to-date overview of the majority of the available Krylov methods for nonsymmetric linear systems, including well-known convergence properties and, as we said above, template codes that can serve as the base for more individualized and elaborate implementations. Pracoviště Ústav informatiky Kontakt Tereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800 Rok sběru 2021
Počet záznamů: 1