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Krylov Methods for Nonsymmetric Linear Systems - From Theory to Computations

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    SYSNO ASEP0532884
    Druh ASEPB - Monografie
    Zařazení RIVB - Odborná monografie, kniha
    NázevKrylov Methods for Nonsymmetric Linear Systems - From Theory to Computations
    Tvůrce(i) Meurant, G. (FR)
    Duintjer Tebbens, Jurjen (UIVT-O) RID, SAI, ORCID
    Celkový počet autorů2
    Vyd. údajeCham: Springer, 2020
    ISBN978-3-030-55250-3
    EdiceSpringer Series in Computational Mathematics
    Č. sv. edice57
    Poč.str.686 s.
    Forma vydáníTištěná - P
    Jazyk dok.eng - angličtina
    Země vyd.CH - Švýcarsko
    Klíč. slovaKrylov 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 RIVBA - Obecná matematika
    Obor OECDApplied mathematics
    Institucionální podporaUIVT-O - RVO:67985807
    DOI10.1007/978-3-030-55251-0
    AnotaceThis 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.
    PracovištěÚstav informatiky
    KontaktTereza Šírová, sirova@cs.cas.cz, Tel.: 266 053 800
    Rok sběru2021
Počet záznamů: 1