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Sparse linear least-squares problems

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F25%3A10509835" target="_blank" >RIV/00216208:11320/25:10509835 - isvavai.cz</a>

  • Result on the web

    <a href="https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=oNRl10zwe2" target="_blank" >https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=oNRl10zwe2</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1017/S0962492924000059" target="_blank" >10.1017/S0962492924000059</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Sparse linear least-squares problems

  • Original language description

    Least-squares problems are a cornerstone of computational science and engineering. Over the years, the size of the problems that researchers and practitioners face has constantly increased, making it essential that sparsity is exploited in the solution process. The goal of this article is to present a broad review of key algorithms for solving large-scale linear least-squares problems. This includes sparse direct methods and algebraic preconditioners that are used in combination with iterative solvers. Where software is available, this is highlighted.

  • Czech name

  • Czech description

Classification

  • Type

    J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database

  • CEP classification

  • OECD FORD branch

    10102 - Applied mathematics

Result continuities

  • Project

  • Continuities

    I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2025

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Name of the periodical

    Acta Numerica

  • ISSN

    0962-4929

  • e-ISSN

    1474-0508

  • Volume of the periodical

    34

  • Issue of the periodical within the volume

    34

  • Country of publishing house

    GB - UNITED KINGDOM

  • Number of pages

    120

  • Pages from-to

    891-1010

  • UT code for WoS article

    001519956600001

  • EID of the result in the Scopus database

    2-s2.0-105010081368