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GMRES Solver with ILU(k) for Large-Scale Sparse Linear Systems on GPUs

66,07 
66,07 
2025-07-31 66.0700 InStock
Nemokamas pristatymas į paštomatus per 13-17 darbo dienų užsakymams nuo 19,00 

Knygos aprašymas

The GMRES algorithm and ILU preconditioners are among the most commonly used methods for solving large-scale sparse linear systems. Based on excellent parallel computing performance, GPUs have been a promising hardware architecture. We devote our efforts into the development of a GMRES solver with ILU(k) preconditioners on GPUs and achieve favorable speedup effects. Our GPU computation includes high performance algorithms such as GMRES, SPMV, RAS, nested RAS, ILU(0), ILUT, BILU(k), decoupled ILU(k) and parallel triangular solver.

Informacija

Autorius: Bo Yang, Hui Liu, Zhangxin Chen,
Leidėjas: LAP Lambert Academic Publishing
Išleidimo metai: 2015
Knygos puslapių skaičius: 208
ISBN-10: 3659791938
ISBN-13: 9783659791932
Formatas: Knyga minkštu viršeliu
Kalba: Anglų
Žanras: Mathematics

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