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- W4297232544 abstract "Block and global Krylov subspace methods have been proposed as methods adapted to the situation where one iteratively solves systems with the same matrix and several right hand sides. These methods are advantageous, since they allow to cast the major part of the arithmetic in terms of matrix-block vector products, and since, in the block case, they take their iterates from a potentially richer subspace. In this paper we consider the most established Krylov subspace methods which rely on short recurrencies, i.e. BiCG, QMR and BiCGStab. We propose modifications of their block variants which increase numerical stability, thus at least partly curing a problem previously observed by several authors. Moreover, we develop modifications of the global variants which almost halve the number of matrix-vector multiplications. We present a discussion as well as numerical evidence which both indicate that the additional work present in the block methods can be substantial, and that the new economic versions of the global BiCG and QMR method can be considered as good alternatives to the BiCGStab variants." @default.
- W4297232544 created "2022-09-28" @default.
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- W4297232544 date "2015-04-16" @default.
- W4297232544 modified "2023-09-26" @default.
- W4297232544 title "On short recurrence Krylov type methods for linear systems with many right-hand sides" @default.
- W4297232544 doi "https://doi.org/10.48550/arxiv.1504.04395" @default.
- W4297232544 hasPublicationYear "2015" @default.
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