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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Bibliographic Details
Published in:	Cybernetics and systems analysis Vol. 59; no. 3; pp. 480 - 492
Main Authors:	Khimich, O. M., Popov, O. V., Chistyakov, O. V., Kokhanovskyi, V. O.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.05.2023 Springer Springer Nature B.V
Subjects:	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
Online Access:	Get full text
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