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Factorized solution of generalized stable Sylvester equations using many-core GPU accelerators.

Authors :
Benner, Peter
Dufrechou, Ernesto
Ezzatti, Pablo
Gallardo, Rodrigo
Quintana-Ortí, Enrique S.
Source :
Journal of Supercomputing. Sep2021, Vol. 77 Issue 9, p10152-10164. 13p.
Publication Year :
2021

Abstract

We investigate the factorized solution of generalized stable Sylvester equations such as those arising in model reduction, image restoration, and observer design. Our algorithms, based on the matrix sign function, take advantage of the current trend to integrate high performance graphics accelerators (also known as GPUs) in computer systems. As a result, our realisations provide a valuable tool to solve large-scale problems on a variety of platforms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09208542
Volume :
77
Issue :
9
Database :
Academic Search Index
Journal :
Journal of Supercomputing
Publication Type :
Academic Journal
Accession number :
151935446
Full Text :
https://doi.org/10.1007/s11227-021-03658-y