Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU

Elena N. Akimova, Egor V. Belinsky

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Original languageEnglish
Title of host publicationInternational Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018
EditorsT.E. Simos, T.E. Simos, T.E. Simos, T.E. Simos, Ch. Tsitouras, T.E. Simos
PublisherAmerican Institute of Physics Inc.
ISBN (Electronic)9780735418547
DOIs
Publication statusPublished - 24 Jul 2019
EventInternational Conference on Numerical Analysis and Applied Mathematics 2018, ICNAAM 2018 - Rhodes, Greece
Duration: 13 Sep 201818 Sep 2018

Publication series

NameAIP Conference Proceedings
Volume2116
ISSN (Print)0094-243X
ISSN (Electronic)1551-7616

Conference

ConferenceInternational Conference on Numerical Analysis and Applied Mathematics 2018, ICNAAM 2018
CountryGreece
CityRhodes
Period13/09/201818/09/2018

Fingerprint

conjugate gradient method
linear systems
central processing units
gradients
matrix
linear equations
matrices
methodology
method
comparison

Keywords

  • block-fivediagonal matrices
  • conjugate gradient method with a preconditioner
  • conjugate gradient method with regularization
  • CUDA
  • Systems of linear algebraic equations

ASJC Scopus subject areas

  • Ecology, Evolution, Behavior and Systematics
  • Ecology
  • Plant Science
  • Physics and Astronomy(all)
  • Nature and Landscape Conservation

Cite this

Akimova, E. N., & Belinsky, E. V. (2019). Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU. In T. E. Simos, T. E. Simos, T. E. Simos, T. E. Simos, C. Tsitouras, & T. E. Simos (Eds.), International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018 [390002] (AIP Conference Proceedings; Vol. 2116). American Institute of Physics Inc.. https://doi.org/10.1063/1.5114397
Akimova, Elena N. ; Belinsky, Egor V. / Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU. International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018. editor / T.E. Simos ; T.E. Simos ; T.E. Simos ; T.E. Simos ; Ch. Tsitouras ; T.E. Simos. American Institute of Physics Inc., 2019. (AIP Conference Proceedings).
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title = "Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU",
keywords = "block-fivediagonal matrices, conjugate gradient method with a preconditioner, conjugate gradient method with regularization, CUDA, Systems of linear algebraic equations",
author = "Akimova, {Elena N.} and Belinsky, {Egor V.}",
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series = "AIP Conference Proceedings",
publisher = "American Institute of Physics Inc.",
editor = "T.E. Simos and T.E. Simos and T.E. Simos and T.E. Simos and Ch. Tsitouras and T.E. Simos",
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Akimova, EN & Belinsky, EV 2019, Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU. in TE Simos, TE Simos, TE Simos, TE Simos, C Tsitouras & TE Simos (eds), International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018., 390002, AIP Conference Proceedings, vol. 2116, American Institute of Physics Inc., International Conference on Numerical Analysis and Applied Mathematics 2018, ICNAAM 2018, Rhodes, Greece, 13/09/2018. https://doi.org/10.1063/1.5114397

Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU. / Akimova, Elena N.; Belinsky, Egor V.

International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018. ed. / T.E. Simos; T.E. Simos; T.E. Simos; T.E. Simos; Ch. Tsitouras; T.E. Simos. American Institute of Physics Inc., 2019. 390002 (AIP Conference Proceedings; Vol. 2116).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

TY - GEN

T1 - Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU

AU - Akimova, Elena N.

AU - Belinsky, Egor V.

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KW - conjugate gradient method with a preconditioner

KW - conjugate gradient method with regularization

KW - CUDA

KW - Systems of linear algebraic equations

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DO - 10.1063/1.5114397

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T3 - AIP Conference Proceedings

BT - International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018

A2 - Simos, T.E.

A2 - Simos, T.E.

A2 - Simos, T.E.

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PB - American Institute of Physics Inc.

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Akimova EN, Belinsky EV. Conjugate gradient algorithm for solving linear systems with block-fivediagonal matrices on GPU. In Simos TE, Simos TE, Simos TE, Simos TE, Tsitouras C, Simos TE, editors, International Conference on Numerical Analysis and Applied Mathematics, ICNAAM 2018. American Institute of Physics Inc. 2019. 390002. (AIP Conference Proceedings). https://doi.org/10.1063/1.5114397