Solving Matrix Equations on Multi-Core and Many-Core Architectures
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Altres documents de l'autoria: Benner, Peter; Ezzatti, Pablo; Mena, Hermann; Quintana-Orti, Enrique S.; Remón Gómez, Alfredo
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Mostra el registre complet de l'elementcomunitat-uji-handle:10234/9
comunitat-uji-handle2:10234/7036
comunitat-uji-handle3:10234/8620
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Títol
Solving Matrix Equations on Multi-Core and Many-Core ArchitecturesAutoria
Data de publicació
2013-12Editor
MDPICita bibliogràfica
Algorithms, v. 6, issue 4 (December 2013), p. 857-870Tipus de document
info:eu-repo/semantics/articleVersió de l'editorial
http://www.mdpi.com/1999-4893/6/4/857Paraules clau / Matèries
Resum
We address the numerical solution of Lyapunov, algebraic and differential Riccati equations, via the matrix sign function, on platforms equipped with general-purpose multicore processors and, optionally, one or more ... [+]
We address the numerical solution of Lyapunov, algebraic and differential Riccati equations, via the matrix sign function, on platforms equipped with general-purpose multicore processors and, optionally, one or more graphics processing units (GPUs). In particular, we review the solvers for these equations, as well as the underlying methods, analyze their concurrency and scalability and provide details on their parallel implementation. Our experimental results show that this class of hardware provides sufficient computational power to tackle large-scale problems, which only a few years ago would have required a cluster of computers. [-]
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info:eu-repo/semantics/openAccess
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