Adaptive Algorithms for Solving Eigenvalue Problems in the Variable Computer Environment of Supercomputers

The authors propose software for the analysis and solution to the algebraic eigenvalue problem using an MIMD computer with GPUs, which includes parallel algorithms and programs with the functions of automatic adaptive configuration of the variable computer environment (multilevel parallelism, variab...

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Vydané v:	Cybernetics and systems analysis Ročník 59; číslo 3; s. 480 - 492
Hlavní autori:	Khimich, O. M., Popov, O. V., Chistyakov, O. V., Kokhanovskyi, V. O.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	New York Springer US 01.05.2023 Springer Springer Nature B.V
Predmet:	Adaptive algorithms Algebra Algorithms Analysis Architecture Artificial Intelligence Communication Computers Control Cybernetics Data exchange Eigenvalues Eigenvectors Mathematical analysis Mathematics Mathematics and Statistics Processor Architectures Software Software Engineering/Programming and Operating Systems Software–Hardware Systems Supercomputers Systems Theory Topology adaptive algorithms algebraic eigenvalue problems (AEVPs) multi-core computers of MIMD-architecture with graphic processors gradient conjugation method subspace iteration method changeable computer environment
ISSN:	1060-0396, 1573-8337
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